Final Program

The SIAM Conference on the Life Sciences is sponsored by the SIAM Activity Group on Life Sciences (SIAG/LS) The SIAM Activity Group on the Life Sciences was established to foster the application of mathematics to the life sciences and research in mathematics that leads to new methods and techniques useful in the life sciences.

The life sciences have become quantitative as new technologies facilitate collection and analysis of vast amounts of data ranging from complete genomic sequences of organisms to satellite imagery of forest landscapes on continental scales. Computers enable the study of complex models of biological processes. The activity group brings together researchers who seek to develop and apply mathematical and computational methods in all areas of the life sciences. It provides a forum that cuts across disciplines to catalyze mathematical research relevant to the life sciences and rapid diffusion of advances in mathematical and computational methods.

AN16/LS16 Mobile App Scan the QR code with any QR reader and download the TripBulder EventMobileTM app to your iPhone, iPad, iTouch, or Android devices. You can also visit www.tripbuildermedia.com/apps/siam2016events

Society for Industrial and Applied Mathematics 3600 Market Street, 6th Floor Philadelphia, PA 19104-2688 USA Telephone: +1-215-382-9800 Fax: +1-215- 386-7999 Conference E-mail: [email protected] Conference Web: www.siam.org/meetings/ Membership and Customer Service: (800) 447-7426 (US & Canada) or +1-215-382-9800 (worldwide)

www.siam.org/meetings 2 2016 SIAM Annual Meeting

General Information

Table of Contents C. David Levermore SIAM Registration Desk University of Maryland, College Park, USA General Information...... 2 The SIAM registration desk is located on Rachel Levy Exhibitor and Sponsor Information..6 the Concourse Level of the Westin Boston Harvey Mudd College, USA Waterfront. It is open during the following AWM Workshop...... 10 Ira B. Schwartz hours: Workshop Celebrating Diversity....12 United States Naval Research Laboratory, Sunday, July 10 Student Days...... 13 USA 2:00 PM - 8:00 PM Get-togethers and Special Events.17 Michael Shearer Monday, July 11 Invited Presentations...... 19 North Carolina State University, USA 7:00 AM - 4:30 PM Prizes and Awards Luncheon...... 29 Françoise Tisseur The University of Manchester, United

General Information AN16 Program Schedule...... 31 Tuesday, July 12 Kingdom AMS Invited Speaker...... 33 7:30 AM - 4:30 PM AN16 Poster Session...... 65 Wednesday, July 13 LS16 Program Schedule...... 125 Life Sciences Organizing 8:00 AM - 4:30 PM LS16 Poster Session...... 149 Committee AN16 Speaker and Organizer Index..181 Thursday, July 14 8:00 AM - 4:30 PM LS16 Speaker and Organizer Index....193 Organizing Committee Combined Conference Budget...... 202 Co-chairs Friday, July 15 BCEC Floor Plan...... 203 8:00 AM - 4:30 PM Robert Guy Westin Floor Plan...... Back Cover University of California, Davis, USA Samuel Isaacson Annual Meeting Boston University, USA Conference Location Organizing Committee All technical sessions for the Life Sciences conference will be held at the Westin Organizing Committee Organizing Committee Boston Waterfront. Technical sessions for Co-chairs John M. Burke the Annual Meeting will be held at the Applied Biomath, USA Westin Boston Waterfront and the Boston David Gleich Convention & Exhibition Center (BCEC). Purdue University, USA Carlos Castillo Chavez The BCEC is connected to the Westin by , USA Mary Silber skywalk. (AN16 liaison) University of Chicago, USA Zhilan Feng Purdue University, USA The Westin Boston Waterfront Organizing Committee 425 Summer Street Boyce Griffith Boston, Massachusetts, 02210 Kevin Carlberg University of North Carolina, USA USA Sandia National Laboratories, USA Trachette Jackson Phone Number: +1-888-627-7115 Carlos Castillo-Chavez , USA Toll Free Reservations (USA and Canada): Arizona State University, USA 1-800-937-8461 Oliver Jensen Fax: +1-617-532-4630 Jennifer Chayes University of Manchester, United Kingdom Microsoft Research, USA Website: http://www.westinbostonwaterfront. Hans Othmer com/ Henk A. Dijkstra , USA Universiteit Utrecht, The Netherlands Peter J. Thomas Boston Convention and Exhibition Center Michael P. Friedlander Case Western Reserve University, USA University of California, Davis, USA (BCEC) John Tyson 415 Summer St, Boston, MA 02210 Raegan Higgins Virginia Tech, USA Texas Tech University, USA Phone: +1-617-954-2000 Guo-Wei Wei Website: https://signatureboston.com/bcec/ Jeremy Kepner Michigan State University, USA Massachusetts Institute of Technology, USA 2016 SIAM Annual Meeting 3

Hotel Check-in and Lawrence Livermore National Labs Leading the applied Check-out Times Lockheed Martin mathematics Los Alamos National Laboratory Check-in time is 3:00 PM. community . . . Check-out time is 12:00 PM. Max-Planck-Institute for Dynamics of Join SIAM and save!

Complex Technical Systems General Information SIAM members save up to $130 on full Mentor Graphics registration for the 2016 SIAM Annual Childcare National Institute of Standards and Meeting! Join your peers in supporting the For local child care information, please Technology (NIST) premier professional society for applied contact the concierge at the Westin Boston National Security Agency (DIRNSA) and computational scientists. Waterfront for up-to-date recommendations: SIAM members receive subscriptions to +1-617-532-4600. Naval PostGrad SIAM Review, SIAM News, and SIAM Oak Ridge National Laboratory, managed by Unwrapped, and enjoy substantial discounts UT-Battelle for the Department of Energy on SIAM books, journal subscriptions, and Corporate Members and Sandia National Laboratories conference registrations. Affiliates Schlumberger-Doll Research SIAM corporate members provide their U.S. Department of Energy If you are not a SIAM member and paid the employees with knowledge about, access Non-Member or Non-Member Mini Speaker/ to, and contacts in the applied mathematics U.S. Army Corps of Engineers, Engineer Organizer rate to attend the conference, you and computational sciences community Research and Development Center can apply the difference between what you through their membership benefits. Corporate U.S. Naval Research Labs paid and what a member would have paid membership is more than just a bundle ($130 for a Non-Member and $65 for a Non- of tangible products and services; it is an Member Mini Speaker/Organizer) towards expression of support for SIAM and its List current June 2016. a SIAM membership. Contact SIAM programs. SIAM is pleased to acknowledge Customer Service for details or join at the its corporate members. In recognition of conference registration desk. their support, non-member attendees who SIAM Communication are employed by the following organizations Doctors Free Student Memberships are available to are entitled to the SIAM member registration Stop by this booth and chat with representing students who attend an institution that is an rate. mathematicians, science communicators and Academic Member of SIAM, are members educators about how to turn your complex of Student Chapters of SIAM, or are research into a story that appeals to the nominated by a Regular Member of SIAM. Corporate/Institutional public. “Doctors” will offer feedback and advice on how to craft an effective message Join onsite at the registration desk, go to Members about your research for future employers, www.siam.org/joinsiam to join online or The Aerospace Corporation outreach events, or the press. Stop by with download an application form, or contact Air Force Office of Scientific Research a short pitch or summary of your work and SIAM Customer Service: let’s make it media ready! Amazon Telephone: +1-215-382-9800 (worldwide); Aramco Services Company or 800-447-7426 (U.S. and Canada only) Bechtel Marine Propulsion Laboratory Funding Agency Fax: +1-215-386-7999 The Boeing Company SIAM and the Conference Organizing E-mail: [email protected] Postal mail: Society for Industrial and CEA/DAM Committee wish to extend their thanks and appreciation to the U.S. National Science Applied Mathematics, 3600 Market Street, Department of National Defence (DND/ Foundation. The U.S. National Science 6th floor, Philadelphia, PA 19104-2688 USA CSEC) Foundation supports the SIAM Conference DSTO- Defence Science and Technology on Life Sciences and the Workshop Organisation Celebrating Diversity (WCD). Both events Hewlett-Packard are being held in conjunction with the 2016 SIAM Annual Meeting. Huawei FRC French R&D Center IBM Corporation IDA Center for Communications Research, La Jolla IDA Center for Communications Research, Princeton Institute for Defense Analyses, Center for Computing Sciences Lawrence Berkeley National Laboratory 4 2016 SIAM Annual Meeting

2016 SIAM Annual Meeting 5

Standard Audio/Visual In addition, the following events are available Name Badges Set-Up in Meeting Rooms to attendees at no additional cost. The events A space for emergency contact information are subsidized by SIAM and are not covered by is provided on the back of your name SIAM does not provide computers for the registration fees. any speaker. When giving an electronic badge. Help us help you in the event of an • Electronic Posters emergency! presentation, speakers must provide their General Information own computers. SIAM is not responsible • Career Fair, Graduate Student Reception, for the safety and security of speakers’ and Industry Member Reception computers. • Community Reception Comments? Comments about SIAM meetings are The Plenary Session Room will have two • Prizes and Awards Luncheon (2) screens, one (1) data projector and one encouraged! Please send to: • Professional Development Evening (1) overhead projector. The data projectors Cynthia Phillips, SIAM Vice President for support VGA connections only. Presenters Programs ([email protected]). requiring an HDMI or alternate connection must provide their own adaptor. Job Postings Please check with the SIAM registration desk All other concurrent/breakout rooms regarding the location of the job postings board Special Events will have one (1) screen and one (1) data or visit http://jobs.siam.org. projector. The data projectors support VGA Sunday, July 10 connections only. Presenters requiring an • Welcome Reception HDMI or alternate connection must provide their own adaptor. SIAM Books and Journals Monday, July 11 If you have questions regarding availability Display copies of books and complimentary • Career Fair, Graduate Student Reception, of equipment in the meeting room of your copies of journals are available on site. SIAM and Industry Member Reception presentation, please see a SIAM staff books are available at a discounted price during member at the registration desk. the conference. If a SIAM books representative is not available, completed order forms and Tuesday, July 12 payment (credit cards are preferred) may be • Prizes and Award Luncheon taken to the SIAM registration desk. The books Internet Access table will close at 4:00 PM on Thursday, July • SIAM Business Meeting Attendees staying within the SIAM room 14. (for SIAM members) block at the Westin Boston Waterfront Complimentary beer and will receive complimentary Internet wine will be served. access. Additionally, complimentary Important Notice to Poster wireless Internet access will be available • Poster Session and Dessert Reception in the conference meeting space within the Board Presenters Westin. This service is being provided at no The poster session is scheduled for Tuesday, Wednesday, July 13 additional cost to attendees. July 12 at 8:00 PM in Galleria. Poster • Community Reception A limited number of computers with Internet presenters may set up their poster material on the provided 4’ x 8’ poster boards in the access will also be available in the exhibit Thursday, July 14 area (Galleria Level). Galleria beginning Sunday, July 10 at 3:00 PM. All materials must be posted by 8:00 PM on • SIAG/LS Business Meeting Tuesday, July 12, the official start time of the (for SIAG/LS members) session. Posters will remain on display through Complimentary beverages will be served. Registration Fee Includes Thursday, July 14. Poster displays must be • Access to email facilities removed by 3:30 PM. • Professional Development Evening • Admission to all AN16 and LS16 (See page 17 for additional details technical sessions about these Special Events) • Coffee breaks daily Important Notice to Electronic • Exhibit Hall Admission Poster Presenters Statement on Inclusiveness As a professional society, SIAM is • Poster Session and Dessert Reception The poster session is scheduled for Tuesday, July 12 at 8:00 PM in Galleria. Poster committed to providing an inclusive climate • Room set-ups and audio/visual presenters may use their own computers to that encourages the open expression and equipment connect to the electronic display or they may exchange of ideas, that is free from all forms • SIAG/LS Business Meeting use the computers provided by connecting of discrimination, harassment, and retaliation, (for SIAG/LS members) a pre-loaded flash drive. Electronic poster and that is welcoming and comfortable to all members and to those who participate in • SIAM Business Meeting displays will be available for testing beginning its activities. In pursuit of that commitment, (for SIAM members) 12:00 PM on Tuesday, July 12. ****CEY TO CONFIRM TIME**** SIAM is dedicated to the philosophy of • Welcome Reception equality of opportunity and treatment for all participants regardless of gender, gender identity or expression, sexual orientation, race, color, national or ethnic origin, religion 6 2016 SIAM Annual Meeting

General Information

or religious belief, age, marital status, Mobile App Exhibit Information disabilities, veteran status, field of expertise, A mobile app for the SIAM Annual Please talk to company representatives about or any other reason not related to scientific Meeting and the SIAM Conference on the exhibitor information products and services merit. This philosophy extends from SIAM Life Sciences is available for download. that are important to you! conferences, to its publications, and to its Plug www.tripbuildermedia.com/apps/ governing structures and bodies. We expect Enjoy free coffee during coffee breaks. Visit siam2016events into your browser. The link all members of SIAM and participants the exhibits during these hours: will automatically detect the type of device in SIAM activities to work towards this and take you to the right place to download Exhibit Hall Hours commitment. the app. It can also be viewed in HTML5 if Monday 7/11 9:30 AM -4:30 PM you connect using your computer. You will Tuesday 7/12 9:30 AM -4:30 PM General Information be requested to set up an account to use the Please Note mobile app. This will allow you to share Wednesday 7/13 9:30 AM -4:30 PM your calendar of show events across devices. Thursday 7/14 9:30 AM -4:30 PM SIAM is not responsible for the safety and You can then select AN/LS16 from the list security of attendees’ electronic devices. of 2016 SIAM events on the app or mobile Do not leave your devices unattended. site to view the schedule, browse speakers, Booths Please remember to silence your electronic attendees and exhibitors, view maps and device(s) prior to entering a session. American Mathematical Society (AMS) building layouts, sync events with your COMSOL, Inc. mobile calendar, create your own show by selecting specific sessions, and more! MathWorks Recording of Presentations Use the filter tool to select sessions from Oxford University Press Audio and video recording of presentations AN16 or LS16. SIAM at SIAM meetings is prohibited without Princeton University Press the written permission of the presenter and Can’t make it to AN/LS16 or missing a talk SIAM. at the meeting? Tune into the conversation Springer on the SIAM events app. Just go to the sessions that interest you and click on the “Discuss” button to read what attendees are Tabletop Exhibitors Social Media saying about the talks. Association for Women in Mathematics SIAM is promoting the use of social media, (AWM) such as Facebook and Twitter, in order to ICIAM 2019 enhance scientific discussion at its meetings and enable attendees to connect with each other prior to, during and after conferences. Registration Inserts If you are tweeting about a conference, ICIAM 2019 please use the designated hashtag to enable SIMIODE other attendees to keep up with the Twitter conversation and to allow better archiving Julia Computing of our conference discussions. The hashtag for the 2016 SIAM Annual Meeting is Conference Sponsors: #SIAMAN16. The hashtag for the SIAM Partial Bag Sponsor: Conference on Life Sciences is #SIAMLS16.

SIAM Advocate:

This exhibitor list is current at press time. More information about exhibitors can be accessed in the conference app. 2016 SIAM Annual Meeting 7

Exhibitor Information Visit the Exhibits! Exhibitor Information The Westin Boston Waterfront, Boston, Massachusetts, USA

Booth Exhibitors Booth # American Mathematical Society (AMS) ... 212-214 Cambridge University Press ...... 117 COMSOL, Inc...... 113 MathWorks ...... 211 Oxford University Press ...... 216 Princeton University Press ...... 210 SIAM ...... 110-112-114-116-119 Springer ...... 115 Exhibit Hall Hours Wolfram Research ...... 218 Monday, July 11 9:30 AM–4:30 PM Tabletop Exhibitors Tuesday, July 12 Association for Women in Mathematics (AWM) 9:30 AM–4:30 PM ICIAM 2019 Wednesday, July 13 University of Pennsylvania Press 9:30 AM–4:30 PM This exhibitor list is current at press time. Thursday, July 14 9:30 AM–4:30 PM

EXHIBIT HALL

The Exhibits TABLETOP EXHIBITS are located 110 112 114 116 on the Galleria Level

Coffee breaks will be served in the exhibit hall. 8 2016 SIAM Annual Meeting

SIAM-NSF Workshop

Monday, July 11 SIAM-NSF Workshop on Optics and Photonics Organizer: Shari Moskow, Drexel University, USA

Advances in our understanding of the behavior of light are necessary both for improvements in current technologies and for the realization of new and envisioned technologies. Due to recent advances in computational tools, material science and nanostructure fabrication, mathematicians have a larger role than ever to play in this field. This workshop will be an opportunity for leaders in Workshops the field to present their vision of the future of this field. The goals are to familiarize a wide range of researchers with the NSF call for proposals “Optics and Photonics” and encourage collaborations among researchers in this field. The Optics and Photonics (OP) program is an NSF-wide activity that involves multiple Divisions within the Directorate for Mathematical and Physical Sciences (MPS). Funding for this program is provided by a grant to Drexel University by the US. National Science Foundation.

Workshop Program MS1 NSF-SIAM Workshop on Optics and Photonics - Part I of III MS12 NSF-SIAM Workshop on Optics and Photonics - Part II of III MS28 NSF-SIAM Workshop on Optics and Photonics - Part III of III 2016 SIAM Annual Meeting 9

PIC Workshop

Monday, July 11 PIC Math Student Recognition Conference: Student Presentations Organizers: Suzanne L. Weekes, Worcester Polytechnic Institute, USA

Michael Dorff, Brigham Young University, USA Workshops

The PIC Math (Preparation for Industrial Careers in Mathematical Sciences) program aims to prepare mathematical sciences students for industrial careers by engaging them in research problems that come directly from business, industry, or government. During the spring 2016 semester, mathematical sciences undergraduate students at 50 U.S. universities and colleges were enrolled in a PIC Math industrial mathematics and statistics research course. Each student team worked on a research problem and submitted a written report and video solution to the problem to the PIC Math student research competition. Several student teams will give presentations of their problems and solutions during this session. PIC Math is a program of the MAA and SIAM supported by NSF funding (DMS-1345499). See http://www.maa.org/picmath

Workshop Program MS17 PIC Math Student Recognition Conference: Student Presentations MS18 PIC Math Student Recognition Conference: Industry Speakers PIC Math Student Recognition Conference: Poster Session 10 2016 SIAM Annual Meeting

AWM Workshop

Monday, July 11 - Tuesday, July 12 Association for Women in Mathematics (AWM) Workshop Association for Women in Mathematics (AWM) Workshop for Women Graduate Students and Recent PhDs Held in conjunction with the 2016 SIAM Annual Meeting.

The Association for Women in Mathematics (AWM) plans a workshop from Monday mid-day through Tuesday, July 12. AWM and SIAM welcome your participation.

Workshops There is no additional registration fee for this AWM workshop. The minisymposia, poster session and award lecture are open to all SIAM meeting attendees.

AWM is grateful to SIAM and their Conference Department for all their efforts on behalf of the workshop and all AWM activities. AWM also wishes to express its gratitude to the National Science Foundation for the support of the AWM workshop.

Monday, July 11 MS5 Research Talks by Recent Ph.D.s & Invited Speakers - Dynamical Systems with Applications to Biology and Medicine 10:30 AM - 12:30 PM Room: BCEC Room 253A

SP1 AWM-SIAM Sonia Kovalevsky Lecture Biofluids of Reproduction: Oscillators, Viscoelastic Networks and Sticky Situations 2:45 PM - 3:30 PM Room: Grand Ballroom - Concourse Level Presenter: Lisa J. Fauci, Tulane University, USA

MS20 Research Talks by Recent Ph.D.s & Invited Speakers - Dynamical Systems with Applications to Biology and Medicine 4:00 PM - 6:00 PM Room: BCEC Room 253A 2016 SIAM Annual Meeting 11

AWM Workshop

Tuesday, July 12 MS52 Career Panel: Addressing the Challenges Facing Female Scientists and Mathematicians

4:00 PM - 6:00 PM Workshops Room: BCEC Room 253A

PP2: AWM Poster and Dessert Reception (in conjunction with AN16 and LS16 Poster and Dessert Reception) 8:00 PM - 10:00 PM Room: Galleria 12 2016 SIAM Annual Meeting

Workshop Celebrating Diversity

Organizers: Erica J. Graham, Bryn Mawr College, USA Raegan Higgins, Texas Tech University, USA Susan Minkoff, University of Texas, Dallas, USA

This annual event provides a chance for students to listen to technical talks presented by minority graduate students and researchers. The workshop is intended to accomplish several goals:

Workshops • To send a clear, explicit message of enthusiastic welcome and support from SIAM to members of under-represented groups. The workshop is deliberately held as part of a regular SIAM meeting so that the participants can combine the experiences of attending a regular scientific meeting and a special occasion dedicated to them. • To bring together a mixture of people from different levels of age and professional experience, ranging from undergraduate students to senior scientists. • To provide an opportunity for minority graduate students to present their research. • To provide an informal, comfortable setting (a lunch) where all the students can meet applied and computational mathematicians with a wide variety of jobs in academia, national laboratories, industry, and government. Meeting with Leaders and Influencing SIAM (by invitation only) See the following sessions, all part ofStudent the DaysWorkshop 2014 will Celebratingalso feature the Student Diversity. Chapter Meeting with SIAM Leadership. This meeting gives faculty advisors and student chapter representatives the opportunity to meet with key decision MS47 Showcasing Diversity: Women in Mathematical Biology MS64 Some Biological and Physical Models in Applied Mathematics MS79 Applications of Image Analysis and Optimization in Applied Mathematics MS88 Modeling Biological and Physical Phenomena in a Fluid Environment MS100 Diverse Mathematicians in Diverse Settings makers to discuss ideas for improving student chapters and ways that MS114 Computational Science andSIAM Statistics can meet for the Complex needs of current Models and future student members all over the world. Each chapter selects one student member to attend the event as its chapter representative.

2016 SIAM Annual Meeting 13

Student Days

Finding Jobs for You Students - Activities just for you at the 2016 SIAM Annual Meeting in Harbor Ballroom II/III – Conference Level

Student Days at the 2016 SIAM Annual Meeting is a day for students and about students. Organizers have got it all covered this year, with activities and sessions where students can meet with both peers and professionals in their field, participate in a career fair, attend an information session on hot

areas for jobs and research, and network with SIAM Student Chapters from all over the world. Workshops

Goals Meeting with Leaders and Influencing SIAM (by Organized by the SIAM Education Committee, invitation only) Student Days are designed to encourage student Student Days 2016 will also feature the Student participation in SIAM, to help students learn more Chapter Meeting with SIAM Leadership. This about applied mathematics and computational meeting gives faculty advisors and student chapter science as both fields of study and as careers, and representatives the opportunity to meet with key to provide a forum for emerging mathematicians decision makers to discuss ideas for improving to learn about their field from the professionals student chapters and ways that SIAM can meet the who know the answers. Organizers also hope to needs of current and future student members all encourage those in the learning community to over the world. Each chapter selects one student to establish new student chapters of SIAM and to attend the event as its chapter representative. promote interaction between students and SIAM leadership. Finding Jobs for You Monday, July 11, features events to help you find a Events and Happenings job and develop your career. An Industry Panel will Student Days sessions include presentations by offer insights into what it’s like to work in industry. The student chapter representatives and the winners panel will be followed by a reception for industry of the SIAM Award in the Mathematical Contest in representatives and graduate students. The Career Modeling (MCM) and the SIAM Student Paper Prizes. Fair, held during two time slots, 10:30 AM – 12:30 In addition, students can attend plenary sessions PM and 4:00 PM – 6:00 PM, provides students the from the SIAM Annual Meeting (AN16) or the SIAM opportunity to interact with prospective employers Conference on Life Sciences (LS16). Other activities from government and industry who are specifically that will enhance the meeting for students include interested in SIAM’s unique community. Find out a special orientation prior to Sunday’s Welcome what prospective employers are looking for and Reception, a Student Lounge, and a session for what each has to offer. A Career Fair student guide students with selected conference invited speakers. will be available online. Professional development Other activities that will be of interest to students evening is Thursday, July 14. In addition to panel include the industrial panel and career fair on discussions, there will be an opportunity to network Monday, the Poster Session and Dessert Reception with professionals in the field. You might also be on Tuesday, the community lecture on Wednesday, interested in attending the Association for Women in and the book giveaway and professional Mathematics (AWM) workshop for graduate students development activities on Thursday. and recent PhD’s.

Sunday, July 10, 2016 14 2016 SIAM Annual Meeting

Student Days Schedule

and other Activities of Interest to Students

Sunday, July 10 5:00 PM - 6:00 PM Student Orientation Commonwealth Ballroom BC - Concourse Level

6:00 PM - 8:00 PM Welcome Reception Grand Ballroom Prefunction – Concourse Level

Workshops Monday, July 11

9:30 AM - 4:30 PM Visit the student lounge in the Exhibit Hall Galleria

10:30 AM - 12:30 PM MS6 Career Fair Pavilion - Concourse Level

10:30 AM - 12:30 PM MS16 Undergraduate Sessions Commonwealth B - Concourse Level

2:45 PM - 3:30 PM SP1 Kovalevsky Prize Lecture Grand Ballroom - Concourse Level

4:00 PM - 6:00 PM MS21 Career Fair Pavilion - Concourse Level

6:15 PM - 7:15 PM Panel on Careers in Business, Industry and Government Grand Ballroom AB- Concourse Level

7:15 PM - 9:15 PM Career Fair, Graduate Student and Industry Reception Pavilion - Concourse Level 2016 SIAM Annual Meeting 15

Student Days Schedule

and other Activities of Interest to Students

Tuesday, July 12

9:30 AM - 4:30 PM Visit the Student Lounge in the Exhibit Hall Galleria Workshops 7:00 AM - 8:15 AM Student Chapter meeting with SIAM Leadership (by invitation only) Marina - Lobby Level

10:30 AM - 12:30 PM MS48 SIAM Student Chapter Presentations Commonwealth B - Concourse Level

12:30 PM – 2:30 PM Prizes and Awards Luncheon BCEC Room 253ABC

2:30 PM - 3:30 PM SP2 The John von Neumann Lecture Grand Ballroom - Concourse Level

4:00 PM - 6:00 PM MS63 Students Informal Meeting with Invited Speakers BCEC Room 253B

8:00 PM - 10:00 PM Poster Session and Dessert Reception Galleria 16 2016 SIAM Annual Meeting

Student Days Schedule

and other Activities of Interest to Students

Wednesday, July 13, 2016

9:30 AM - 4:30 PM Visit the Student Lounge in the Exhibit Hall Galleria

10:30 AM - 12:30 PM MS77 SIAM Student Chapter Presentations Commonwealth B - Concourse Level

10:30 AM - 12:30 PM MS78 Student Paper Prize Winner Presentations Special Events Commonwealth C - Concourse Level

3:00 PM - 3:30 PM Reid Prize Lecture Grand Ballroom - Concourse Level

4:00 PM – 6:00 PM MS95 MCM Prize Winner Presentations Commonwealth B - Concourse Level

6:15 PM - 8:15 PM I.E. Block Community Lecture & Reception Grand Ballroom - Concourse Level

Thursday, July 14, 2016 4:30 PM – 5:00 PM SIAM Book Giveaway - Exhibit Hall STUDENTS ONLY Galleria

6:15 PM - 9:15 PM Professional Development Evening: Landing Your Dream Job Grand Ballroom AB- Concourse Level 2016 SIAM Annual Meeting 17

Special Events

Sunday, July 10 5:00 PM - 6:00 PM Student Orientation Commonwealth This event on the Annual Meeting calendar is intended to enhance Ballroom BC – students’ experience at the meeting by providing an introduction to Special Events Concourse Level some of the meeting organizers, to Harbor Ballroom II/III – Conference Level, and to the program. There are several new events and facilities to help students get the fullest benefit from the meeting. A few very short presentations will be followed by an opportunity to network with both students and other attendees prior to the general welcome reception.

6:00 PM - 8:00 PM Welcome Reception Grand Ballroom The welcome reception is open to all attendees and their guests. Light Prefunction – hors d’oeuvres will be served. One drink ticket is included with each Concourse Level registration. A cash bar will be available for those who wish to purchase additional beverages.

Monday, July 11 6:15 PM - 7:15 PM Panel: Careers in Business, Industry and Government Grand Ballroom AB – Concourse Level

7:15 PM - 9:15 PM Career Fair, Graduate Student and Industry Reception Pavilion and Grand Complimentary light hors d’oeuvres, beer and wine will be served. Ballroom Prefunction– Concourse Level 18 2016 SIAM Annual Meeting

Special Events

Tuesday, July 12 12:30 PM - 2:30 PM Prizes and Awards Luncheon BCEC Room 253ABC This luncheon will recognize and honor this year’s award recipients. (The Convention Center The luncheon is open to all meeting attendees and is included in the is connected to the registration fee, however, a reservation is required in advance. If you do Westin via Skywalk. not have a ticket, please see a SIAM representative at the registration Follow the red board desk. Tickets can be obtained through noon on Monday. See page 28 for signs.) the list of prizes and awards being presented.

6:15 PM - 7:15 PM SIAM Business Meeting Special Events Grand Ballroom AB- Open to SIAM members;complimentary beer and wine will be served. Concourse Level Class of 2016 will be recognized at the SIAM Business Meeting, followed by a short reception for the new Fellows.

8:00 PM - 10:00 PM Poster and Dessert Reception Exhibit Hall Poster presentations are in an informal setting, allowing presenters to discuss their research with individual attendees. NEW this year, electronic posters! These are large electronic displays to show rich, interactive material at the poster session.

Wednesday, July 13 6:15 PM - 8:15 PM I. E. Block Community Lecture and Reception Grand Ballroom - This event is open to all attendees, their guests and the local community. Concourse Level Tadashi Tokieda, and Stanford University, will deliver the community lecture from 6:15 PM to 7:15 PM, followed by the Community Reception from 7:15 PM to 8:15 PM. Complimentary light hors d’oeuvres, beer and wine will be served.

Thursday, July 14 2:00 PM - 2:45 PM SIAG/LS Business Meeting (open to all SIAG/LS Members complimentary beverages will be served) 2016 SIAM Annual Meeting 19

Invited Speakers: 2016 SIAM Annual Meeting

Monday, July 11 Invited Speakers: AN16 8:30 AM - 9:15 AM IT1 Privacy and Validity in the Land of Plenty Cynthia Dwork, Microsoft Research, USA Grand Ballroom AB - Concourse Level

9:15 AM - 10:00 AM IT2 Eigenvectors of Tensors American Mathematical Society (AMS) Invited Presentation , University of California, Berkeley, USA Grand Ballroom AB - Concourse Level

2:00 PM - 2:45 PM JP1 Spatio-temporal Dynamics of Childhood Infectious Disease: Predictability and the Impact of Vaccination Bryan Grenfell, Princeton University, USA Joint speaker with the Conference on Life Sciences Grand Ballroom AB - Concourse Level

Tuesday, July 12 8:30 AM - 9:15 AM IT3 Deep Learning: A Cornucopia of Applications and Mathematical Mysteries Yann LeCun, , USA Grand Ballroom AB - Concourse Level

9:15 AM - 10:00 AM IT4 Computational Behavioral Ecology Tanya Y. Berger-Wolf, University of Illinois, Chicago, USA Grand Ballroom AB - Concourse Level 20 2016 SIAM Annual Meeting

Invited Speakers: 2016 SIAM Annual Meeting

Wednesday, July 13 8:30 AM - 9:15 AM IT5 Beyond the Black Box in Derivative-Free and Simulation-Based Optimization Stefan Wild, Argonne National Laboratory, USA Grand Ballroom AB - Concourse Level

9:15 AM - 10:00 AM IT6 First Order Methods for Well Structured Optimization Problems Marc Teboulle, Tel Aviv University, Israel Invited Speakers: AN16 Grand Ballroom AB - Concourse Level

2:00 PM - 2:45 PM IT7 Ecological Collapse and the Phase Transition to Turbulence Nigel Goldenfeld, University of Illinois at Urbana-Champaign, USA Grand Ballroom AB - Concourse Level

Thursday, July 14 8:30 AM - 9:15 AM IT8 Mathematical Sciences Education: What Is Wrong and Why Should You Care? Karen Saxe, Macalester College, USA Grand Ballroom AB - Concourse Level

2:00 PM - 2:45 PM IT10 Implementing Reproducibility in Computational Science Victoria Stodden, University of Chicago at Urbana-Champaign, USA Grand Ballroom AB - Concourse Level

2:45 PM - 3:30 PM IT11 Large Deviation Theory Applied to Climate Physics, A New Frontier of Statistical Physics and Applied Mathematics Freddy Bouchet, ENS Lyon, France Grand Ballroom AB - Concourse Level 2016 SIAM Annual Meeting 21

Invited Speakers: 2016 SIAM Annual Meeting

Friday, July 15

8:30 AM - 9:15 AM Invited Speakers : AN16 IT12 The Life Cycle of An Eigenvalue Problem: From Data to Numerics Mark Embree, Virginia Tech, USA Grand Ballroom AB - Concourse Level

8:30 AM - 9:15 AM IT13 On the Mathematical Study of Defects in Liquid Crystals Lia Bronsard, McMaster University, Canada Grand Ballroom CDE - Concourse Level

9:15 AM - 10:00 AM IT14 Dynamics, Mixing, and Coherence Gary Froyland, University of New South Wales, Australia Grand Ballroom AB - Concourse Level

2:00 PM - 2:45 PM IT15 Social Science in the Age of Big Data Matthew Salganik, Princeton University, USA Grand Ballroom AB - Concourse Level

2:45 PM - 3:30 PM IT16 Anatomy of MERS Epidemic Vittoria Colizza, Inserm, France Grand Ballroom AB - Concourse Level 22 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Invited Speakers: SIAM Conference on the Life Sciences

Monday, July 11 8:30 AM - 9:15 AM IC1 Beating in Fluid: Hearts and Cilia by the Charles S. Peskin, Courant Institute of Mathematical Sciences, New York University, USA Harbor Ballroom II/III – Conference Level

9:15 AM - 10:00 AM

LS16 Invited Speakers IC2 Mathematical Models for Cell Polarization and Gradient Sensing Timothy C. Elston, University of North Carolina at Chapel Hill, USA Harbor Ballroom II/III – Conference Level

2:00 PM - 2:45 PM JP1 Spatio-Temporal Dynamics of Childhood Infectious Disease: Predictability and the Impact of Vaccination Bryan Grenfell, Princeton University, USA Joint speaker with the 2016 SIAM Annual Meeting Grand Ballroom AB - Concourse Level

Tuesday, July 12 8:30 AM - 9:15 AM IC3 Qualitative Features of Transient Responses A Case Study: Scale-Invariance Eduardo Sontag, Rutgers, The State University of New Jersey, USA Harbor Ballroom II/III – Conference Level

9:15 AM – 10:00 AM IC4 Rational Design of Tissue Engineered Heart Valves Frank Baaijens, Technische Universiteit Eindhoven, The Netherlands Harbor Ballroom II/III – Conference Level 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 23

Invited Speakers: SIAM Conference on the Life Sciences

Wednesday, July 13 LS16 Invited Speakers 8:30 AM - 9:15 AM IC5 The Turbulent Life of Plankton Roman Stocker, ETH Zürich, Switzerland Harbor Ballroom II/III – Conference Level

9:15 AM – 10:00 AM IC6 Follow the Yellow Brick Road: Mathematical Insights into Virus Structure enable Discovery in Virus Assembly and Evolution Reidun Twarock, , United Kingdom Harbor Ballroom II/III – Conference Level

Thursday, July 14 8:30 AM - 9:15 AM IC7 Title Not Available at Time of Publication Sandy Allerheiligen, Merck Research Laboratories, USA Harbor Ballroom II/III – Conference Level

9:15 AM – 10:00 AM IC8 Parkinsonian Oscillations: A Computational View Jonathan E. Rubin, University of Pittsburgh, USA Harbor Ballroom II/III – Conference Level 24 2016 SIAM Annual Meeting

Prizes and Special Lectures: 2016 SIAM Annual Meeting

Monday, July 11 2:45 PM - 3:30 PM AWM-SIAM Sonia Kovalevsky Lecture Biofluids of Reproduction: Oscillators, Viscoelastic Networks and Sticky Situations Lisa J. Fauci, Tulane University, USA Grand Ballroom AB - Concourse Level AN16 Prizes & Special Lectures

Tuesday, July 12 2:30 PM - 3:30 PM The John von Neumann Lecture Satisfiability and Combinatorics Donald E. Knuth, Stanford University, USA Grand Ballroom AB - Concourse Level

Wednesday, July 13 3:00 PM - 3:30 PM W. T. and Idalia Reid Prize in Mathematics Lecture Ioannis Kevrekidis, Princeton University, USA Grand Ballroom AB - Concourse Level

6:15 PM - 7:15 PM I. E. Block Community Lecture Toy Models Tadashi Tokieda, University of Cambridge, United Kingdom and Stanford University, USA Grand Ballroom AB - Concourse Level 2016 SIAM Annual Meeting 25

SIAM Journal on SIAM’s newest journal Applied seeks submissions! Algebra and

Geometry Editor-in-Chief: Bernd Sturmfels (SIAGA) University of California, Berkeley

NOW ACCEPTING SUBMISSIONS! siaga.siam.org

SIAGA will publish research articles on the development of algebraic, geometric, and topological methods with strong connection to applications. Areas from mathematics that are covered include: algebraic geometry, algebraic and topological combinatorics, algebraic topology, commutative and noncommutative algebra, convex and discrete geometry, differential geometry, multilinear and tensor algebra, number theory, representation theory, symbolic and numerical computation. Articles must be of wide interest to mathematicians working in related or application areas. Brevity is encouraged, with a suggested maximum length of 25 pages. We emphasize the use of online resources. Submissions on computational methods or those that include mathematical software are particularly welcome.

www.siam.org/journals/siaga.php 26 2016 SIAM Annual Meeting

2016 SIAM Annual Meeting 27

Conference attendees: Buy two or more books at the SIAM booth and get SIAM Books 40% OFF YOUR Visit the SIAM booth to see these and other SIAM books! ENTIRE PURCHASE

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To order, shop online at bookstore.siam.org. All prices are in US dollars Use your credit card (AMEX, MasterCard, and VISA) by phone: +1-215-382-9800 worldwide or toll free Nonmembers: at 800-447-SIAM in USA and Canada or fax: +1-215-386-7999. Or send check or money order in US dollars to: use code “BKAN16” SIAM, Dept. BKAN16, 3600 Market Street, 6th Floor, Philadelphia, PA 19104-2688 USA. to get 20% off list price. Expires 8-15-16. Society for induStrial and applied MatheMaticS 28 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

SIAM Activity Group on Life Sciences (SIAG/LS) www.siam.org/activity/life-sciences A GREAT WAY TO GET INVOLVED! Collaborate and interact with mathematicians and applied scientists whose work involves the application of mathematics to the life sciences and research that leads to new methods and techniques useful in the life sciences.

ACTIVITIES INCLUDE: • Special sessions at SIAM Annual Meetings • Biennial conference • Talks about topics in the life sciences available online via “SIAM Presents”

BENEFITS OF SIAG/LS membership: • Free electronic subscription to SIAM Journal on Applied Dynamical Systems • Listing in the SIAG’s online membership directory • Additional $10 discount on registration at the SIAM Conference on Life Sciences (excludes student) • Electronic communications about recent developments in your specialty • Eligibility for candidacy for SIAG/LS office • Participation in the selection of SIAG/LS officers

ELIGIBILITY: • Be a current SIAM member.

COST: • $10 per year • Student members can join two activity groups for free!

2015-16 SIAG/LS OFFICERS • Chair: Richard Bertram, Florida State University • Vice Chair: Sue Ann Campbell, University of Waterloo • Program Director: Samuel Isaacson, Boston University • Secretary: Andrea Barreiro, Southern Methodist University

TO JOIN: SIAG/LS: my.siam.org/forms/join_siag.htm SIAM: www.siam.org/joinsiam 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 29

Prizes and Awards Luncheon

The Prizes and Awards Luncheon will be held in the Boston Convention & Exhibition Center (BCEC). It is connected to the Westin Boston Waterfront Hotel by skywalk. The luncheon begins at 12:30 PM and the awards ceremony shortly thereafter. Please be sure to bring the ticket provided in your registration packet.

If you do not have a ticket but wish to attend the luncheon, be sure to see a SIAM staff member at the registration desk no later than noon on Monday, July 11.

The following Prizes and Awards will be recognized:

The John von Neumann Lecture Donald E. Knuth, Stanford University, USA

AWM-SIAM Sonia Kovalevsky Lecture Lisa Fauci, Tulane University, USA

SIAM Prize for Distinguished Service to the Profession Linda Petzold, University of California, Santa Barbara, USA

Richard C. DiPrima Prize Blake H. Barker, Brown University, USA

George Pólya Prize in Combinatorics Jozsef Balogh, University of Illinois at Urbana-Champaign, USA Robert Morris, IMPA, Brazil Wojciech Samotij, Tel Aviv University, Israel David Saxton, University of Cambridge, United Kingdom Andrew Thomason, University of Cambridge, United Kingdom

W. T. and Idalia Reid Prize in Mathematics Lecture Ioannis G. Kevrekidis, Princeton University, USA

SIAM Outstanding Paper Prizes Boaz Barak, Xi Chen, Mark Braverman and Anup Rao Xiaochuan Tian and Qiang Du 30 2016 SIAM Annual Meeting

SIAM extends its thanks to the following authors who have helped maintain the Student Travel Fund through the generous donation of all or part of their royalties. Total royalties donated to the fund through 12/31/2015 are $249,797.

Lars-Erik Andersson Eric Feron R. M. M. Mattheij Anonymous Anthony V. Fiacco Stephen F. McCormick Uri M. Ascher Bernd Fischer Volker Mehrmann Greg Astfalk Andrew Fraser Beatrice Meini N. Balakrishnan Carl Friedrich Gauss Jorge J. Moré Venkataramanan Balakrishnan Matthias Gerdts Alexander Morgan Michael Baldea John Gilbert Michael P. Mortell Thomas Berger Roland Glowinski Johannes Müller Michael W. Berry Robert Grossman James G. Nagy John T. Betts Sergei M. Grudsky Anshu Narang-Siddarth Rabi N. Bhattacharya Willy J. F. Govaerts Uwe Naumann Lorenz T. Biegler Hans Hagen Dianne P. O’Leary Dario Bini Per Christian Hansen Robert O’Malley S. Blackford Floyd Hanson Job Oostveen Jason J. Boisvert J. Haslinger Lassi Päivärinta Francesco Borrelli Bruce Hendrickson Srinivas Palanki Albrecht Böttcher Michael A. Heroux Beresford N. Partlett Stephen Boyd Roger W. Hockney Pablo Pedregal K. E. Brenan Bruno Iannazzo Aline Pennisi William L. Briggs Achim Ilchmann Alexei Pokrovskii Daniela Calvetti Michael D. Intriligator Friedrich Pukelsheim Stephen L. Campbell Matthew R. James Padma Raghavan René Carmona Xiao-Qing Jin V. Ramaswami José E. Castillo Pedher Johansson Steve Reinhardt Nicola Ceccarelli Stefan Johansson Timo Reis Raymond Hon-Fu Chan Bo Kågström Stefan Richter Weifeng Chen T. Kailath Christiane Rousseau Philippe G. Ciarlet Leonid V. Kalachev Ulrich Rüde Khosrow Chadan Hans Kaper Yousef Saad Françoise Chaitin-Chatelin Jeremy Kepner Sebastian Sager Zhangxin Chen Hassan K. Khalil Frank Schilder David Colton Petar Kokotovic Robert B. Schnabel L. Pamela Cook Tamara G. Kolda Zhijiand Shao Lawrence Cowsar Peter Kunkel Yair Shapira Jane K. Cullum Galina Kurina Horst D. Simon Prodromos Daoutidis John E. Lagnese Vladimir Sobolev Michael A. Demetriou Cornelius Lanczos Erkki Somersalo J. E. Dennis, Jr. Herbert K. H. Lee Raymond J. Spiteri Kees van den Doel R. B. Lehoucq Neil F. Stewart Matthew W. Donaldson Patrick Le Tallec Karmithia C. Thompson Jack J. Dongarra Randall J. LeVeque Joos Vandewalle Daniel M. Dunlavy Mark Lewis Sabine Van Huffel Martin Ehrendorfer T. Lin Charles Van Loan Bo Einarsson Vu Hoang Linh Andreas Varga Lars Eldén Peter Linz Charles Wampler Laurent El Ghaoui Tom Lyche Kexin Wang Hans Engler Yudong Ma Edward C. Way Mauro Fabrizio Roswitha März 2016 SIAM Annual Meeting 31

AN16 Program AN16 Program 32 2016 SIAM Annual Meeting

Sunday, July 10 Monday, July 11 Monday, July 11 MS1 NSF-SIAM Workshop on Registration Registration Optics and Photonics - 2:00 PM-8:00 PM 7:00 AM-4:30 PM Part I of III Room:Concourse Level Room:Concourse Level 8:00 AM-10:00 AM Room:BCEC Room 252B For Part 2 see MS12 Student Days: Student Committee on Committees Advances in our understanding of the Orientation & Appointments Meeting behavior of light are necessary both for 7:00 AM-8:30 AM improvements in current technologies and 5:00 PM-6:00 PM for the realization of new and envisioned Sunday Room:Commonwealth Ballroom BC - Room:Executive Board Room - Mezzanine technologies. Due to recent advances in Concourse Level Level computational tools, material science and Chair: Rachel Levy, Harvey Mudd College, nanostructure fabrication, mathematicians USA have a larger role than ever to play in this field. This workshop will be an opportunity Education Committee for leaders in the field to present their vision Welcome Reception Meeting of the future of this field. The goals are to familiarize a wide range of researchers 6:00 PM-8:00 PM 7:00 AM-8:30 AM with the NSF call for proposals “Optics and Room:Grand Ballroom Prefunction Room:Faneuil - Mezzanine Level Photonics” and encourage collaborations among researchers in this field. The Optics and Photonics (OP) program is an NSF-wide activity that involves multiple Divisions within the Directorate for Mathematical and Physical Sciences (MPS). Funding for this program is provided by a grant to Drexel University by the US. National Science Foundation. Organizer: Shari Moskow Drexel University, USA 8:00-8:25 Reconstructing Optical and Acoustic Properties in PAT/TAT from Multiple Illumination Data Kui Ren, University of Texas at Austin, USA 8:30-8:55 Photonic Graphene and Properties Mark Ablowitz, University of Colorado, USA 9:00-9:25 On the Homogenization of a Transmission Problem in Scattering Theory for Highly Oscillating Periodic Media Fioralba Cakoni, Rutgers University, USA 9:30-9:55 Waves in Honeycomb Structure—Quantum and Electromagnetic Michael I. Weinstein, Columbia University, USA 2016 SIAM Annual Meeting 33

Monday, July 11 Monday, July 11 Monday, July 11 MS17 Opening Remarks and IT2 Recognition of SIAM Student PIC Math Student Paper Prize Winners and Eigenvectors of Tensors Recognition Conference: SIGEST Authors 9:15 AM-10:00 AM Student Presentations 8:00 AM-8:30 AM Room:Grand Ballroom - Concourse Level 8:00 AM-10:00 AM Sponsored by the American Mathematical Room:Grand Ballroom AB- Concourse Level Room:Harbor Ballroom I - Conference Society Level Chair: Zhilan Feng, Purdue University, The PIC Math (Preparation for Industrial USA Careers in Mathematical Sciences) IT1 Eigenvectors of square matrices are central program aims to prepare mathematical to linear algebra. Eigenvectors of tensors sciences students for industrial careers Privacy and Validity in the are a natural generalization. The spectral Monday by engaging them in research problems Land of Plenty theory of tensors was pioneered by Lim that come directly from business, and Qi a decade ago, and it has found industry, or government. During the 8:30 AM-9:15 AM numerous applications. We discuss the use spring 2016 semester, mathematical Room:Grand Ballroom - Concourse Level of orthogonal tensor decompositions in sciences undergraduate students at 50 U.S. Chair: Jennifer Chayes, Microsoft Research, data analysis, and we present work with universities and colleges were enrolled in USA Abo and Seigal aimed at characterizing a PIC Math industrial mathematics and which configurations of vectors arise as statistics research course. Each student The rise of “Big Data” has been accompanied the eigenvectors of some tensor. This team worked on a research problem and by an increase in the twin risks of spurious lecture also serves an invitation to applied submitted a written report and video scientific discovery and privacy compromise. algebraic geometry. This lecture is the solution to the problem to the PIC Math A great deal of effort has been devoted to American Mathematical Society (AMS) student research competition. Several the former, from the use of sophisticated Invited Presentation. student teams will give presentations of validation techniques, to deep statistical their problems and solutions during this methods for controlling the false discovery Bernd Sturmfels session. PIC Math is a program of the rate in multiple hypothesis testing. However, University of California, Berkeley, USA MAA and SIAM supported by NSF funding there is a fundamental disconnect between (DMS-1345499). See http://www.maa.org/ the theoretical results and the practice of data picmath analysis: the theory of statistical inference assumes a fixed collection of hypotheses to Organizer: Suzanne L. Weekes be tested, selected non-adaptively before the Worcester Polytechnic Institute, USA data are gathered, whereas in practice data Organizer: Michael Dorff are shared and reused with hypotheses and Brigham Young University, USA new analyses being generated on the basis 8:00-9:55 Student Presentations TBA of data exploration and the outcomes of previous analyses. Privacy-preserving data analysis also has a large literature, spanning several disciplines. However, many attempts have proved problematic either in practice or on paper. “Differential privacy” – a recent notion tailored to situations in which data are plentiful – has provided a theoretically sound and powerful framework, giving rise to an explosion of research. We will review the definition of differential privacy, describe some basic algorithmic techniques for achieving it, and see that it also prevents false discoveries arising from adaptivity in data analysis. Cynthia Dwork Microsoft Research, USA 34 2016 SIAM Annual Meeting

Monday, July 11 Monday, July 11 Monday, July 11 Exhibit Hall Open MS2 MS3 9:30 AM-4:30 PM Advances in Computational Advances in Large-Scale Room:Galleria Level Methods for Plasma Physics Optimization 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:BCEC Room 257A Room:BCEC Room 254B Coffee Break Plasma physics finds a wide range of Organized by SIAG/OP 10:00 AM-10:30 AM applications in areas including astrophysics, The recent years have witnessed a huge Room:Galleria Level confined fusion, and semiconductor resurgence of methods of large-scale manufacture. The simulation of plasmas optimization, spanning deterministic and remains a challenging problem due to the stochastic as well as parallel and great range of temporal and spatial scales distributed variants. This minisymposium MT1 encompassed by plasma phenomena. This focuses on presenting cutting-edge theoretical minisymposium addresses recent advances and algorithmic progress in both large-scale Minitutorial: The in numerical methods for fluid and kinetic convex and nonconvex optimization (e.g., for Monday Mathematics of Verbal models of plasmas. deep learning), with particular emphasis on Autopsy - How to Track the Organizer: Xiao Feng problem structures that give rise to speedups Michigan State University, USA and scalability. Leading Causes of Death Organizer: James A. Rossmanith Organizer: Suvrit Sra Globally, From Face-to-Face Iowa State University, USA Massachusetts Institute of Technology, USA Interviews to Reproducible 10:30-10:55 Locally Implicit 10:30-10:55 Global Convergence Machine Learning Methods Discontinuous Galerkin Methods with Rate of Proximal Incremental 10:30 AM-12:30 PM Application to the Vlasov-Maxwell Aggregated Gradient Methods System Asuman Ozdaglar, Massachusetts Institute of Room:Grand Ballroom B - Concourse Level Pierson Guthrey and James A. Rossmanith, Technology, USA Chair: Abraham Flaxman, University of Iowa State University, USA 11:00-11:25 Stochastic Variance Washington, USA 11:00-11:25 Solving Fluid and Reduction for Nonconvex This minitutorial will present a “full-stack” Continuum Kinetic Equations in Plasma Optimization application of mathematical thinking to Physics Using the Discontinuous Sashank Reddi, Carnegie Mellon University, measuring the causes of death in populations USA globally, with a focus on the pitfalls of messy Bhuvana Srinivasan, Virginia Tech, USA; 11:30-11:55 A Variational Perspective data, the benefits of reproducible research, Ammar Hakim, Princeton Plasma Physics on Accelerated Methods in and some hands-on experience with machine Laboratory, USA; Yang Song and Petr Optimization learning in Python using scikits-learn. Cagas, Virginia Tech, USA Andre Wibisono, University of California, Abraham Flaxman, University of 11:30-11:55 Monolithic Multigrid Berkeley, USA Washington, USA for Incompressible, Resistive 12:00-12:25 First-order Methods for Magnetohydrodynamics Geodesically Convex Optimization James H. Adler and Tom Benson, Tufts Suvrit Sra, Massachusetts Institute of University, USA; Scott Maclachlan, Technology, USA Memorial University, Newfoundland, Canada; Eric C. Cyr and Raymond S. Tuminaro, Sandia National Laboratories, USA 12:00-12:25 High Order Finite Difference WENO Scheme for Ideal Magnetohydrodynamics on Curvilinear Meshes Xiao Feng, Andrew J. Christlieb, and Yan Jiang, Michigan State University, USA 2016 SIAM Annual Meeting 35

Monday, July 11 Monday, July 11 Monday, July 11 MS4 MS5 MS6 Algebraic Statistics - AWM Meeting - Workshop: Career Fair: Careers in Part I of II Research Talks by Recent Business, Industry and 10:30 AM-12:30 PM Ph.D.s & Invited Speakers Government - Part I of II Room:BCEC Room 259A - Dynamical Systems with 10:30 AM-12:30 PM For Part 2 see MS19 Applications to Biology and Room:Pavilion - Concourse Level Algebraic statistics is concerned with Medicine For Part 2 see MS21 applying commutative algebra, algebraic 10:30 AM-12:30 PM For Career Fair Attendees geometry, and combinatorics to problems The career fair will feature employers from arising from statistics. This exchange Room:BCEC Room 253A business, industry and government. These across disciplines has resulted in statistical For Part 2 see MS20 representatives will be prepared to discuss Monday methods for a variety of data types, Sponsored by Association for Women in with you the opportunities for internships, including categorical data, network data, Mathematics (AWM) postdoctoral appointments and full-time jobs and high- dimensional biological data, while This minisymposium will feature research talks at their organizations. also driving theoretical development in by female recent Ph.D.s & invited speakers, fields such as combinatorial commutative Organizer: William G. Kolata and will focus on Dynamical Systems with algebra and real algebraic geometry. This SIAM, USA Applications to Biology and Medicine. minisymposium will focus on several current Organizer: Kristin O’Neill themes in algebraic statistics including Organizer: Laura Ellwein SIAM, USA Virginia Commonwealth University, USA applications of algebraic geometry and SIAM is pleased to share the list of polyhedral geometry to hierarchical models, Organizer: Trachette Jackson organizations that will participate. This list graphical models, Gaussian mixtures, and University of Michigan, USA is current at time of printing. The most up to network models. Organizer: Ami Radunskaya date list of participants can be found at http:// Organizer: Elizabeth Gross Pomona College, USA www.siam.org/meetings/an16/career.php. San Jose State University, USA Organizer: Eva M. Strawbridge Aerospace Corporation Organizer: Jose I. Rodriguez James Madison University, USA Argonne National Laboratory University of Chicago, USA 10:30-10:55 Diabetes Susceptibility and AstraZeneca 10:30-10:55 Conditional Sleep: Modeling Glucose Metabolism Bayer AG, Applied Mathematics Independence Ideals with Hidden under Circadian Disruption Bechtel Marine Propulsion Laboratory Variables Erica J. Graham, Bryn Mawr College, USA Fatemeh Mohammadi, Technische Bell Labs Nokia Universität Berlin, Germany; Johannes 11:00-11:25 Modeling the Diffusion of D.E.Shaw & Company Rauh, York University, Canada Prion Aggregates in Budding Yeast Exxon Mobil Upstream Research Company Karin Leiderman, University of California, IBM Research 11:00-11:25 Skeletal Structure in the Merced, USA Enumeration of Markov Equivalence Institute Defense Analyses 11:30-11:55 Flow Induced by Bacterial Classes Hewlett-Packard Adityanarayanan Radhakrishnan, Carpets and Transport of Microscale Lawrence Berkeley National Laboratory Massachusetts Institute of Technology, Loads USA; Liam Solus, Institute of Science Amy Buchmann, Tulane University, USA MathWorks and Technology, Austria; Caroline Uhler, 12:00-12:25 Synchronization of Tubular Merck Massachusetts Institute of Technology, Pressure Oscillations by Vascular and Metron, Inc. USA Hemodynamic Coupling in Interacting Microsoft 11:30-11:55 Algebraic Regression Nephrons Mitsubishi Electric Research Laboratories Hwayeon Ryu, St. Olaf College, USA David Kahle, Baylor University, USA MIT Lincoln Laboratory 12:00-12:25 Combinatorial Properties National Institute of Standards and of Hierarchical Models Technology Daniel I. Bernstein and Seth Sullivant, North NOKIA Bell Labs Carolina State University, USA QuantLab Sandia National Laboratories Sanofi Schlumberger Takeda United Technologies Research Center 36 2016 SIAM Annual Meeting

Monday, July 11 Monday, July 11 Monday, July 11 MS7 MS8 MS9 Data and Dynamical- GraphBLAS: Graph Hierarchical Structure and System Models - Part I of II: Algorithms in the Language Randomness in Linear Improving Model Accuracy of Linear Algebra - Algebra - Part I of II 10:30 AM-12:30 PM Part I of II 10:30 AM-12:30 PM Room:BCEC Room 252A 10:30 AM-12:30 PM Room:BCEC Room 254A For Part 2 see MS22 Room:BCEC Room 256 For Part 2 see MS24 Computational models of dynamical systems For Part 2 see MS23 Hierarchical structures and randomness are essential for analyzing, controlling, and Organized by SIAG/DMA have led to many efficient linear algebra designing complex engineering systems. The subroutines that make large-scale The Basic Linear Algebra Subprograms explosion of data---both from experimental problems feasible. This minisymposium (BLAS), introduced over 30 years ago, measurements and computer simulations-- introduces recent advances in high had a transformative effect on software for -brings new opportunities to leverage these performance algorithms for fast linear linear algebra. With the BLAS, researchers data to improve such models in a variety algebra based on hierarchical structure and

Monday spend less time mapping algorithms onto of ways. This minisymposium explores a randomization techniques. These specific features of hardware platforms and range of approaches for doing so, including techniques result in linear or quasi-linear more time on interesting new algorithms. reducing simulation costs, improving model time methods for matrix operation, e.g., Our goal is to define an analogous set of accuracy, constructing models without first- matrix multiplication, factorization, and basic building blocks for graph algorithms. principles information, and enabling extreme- inversion (or preconditioner). The fields In this minisymposium, we will explore the scale computation. of applications include fast solvers mathematical foundations, the interaction of for PDEs, applied harmonic analysis, Organizer: Kevin T. Carlberg mathematics with the data structures used inverse problems, machine learning, etc. Sandia National Laboratories, USA in graph algorithms, and potential linear- Organizer: Karthik Duraisamy algebraic APIs the graph algorithms research Organizer: Haizhao Yang University of Michigan, USA community could support. , USA 10:30-10:55 Data-Driven Methods for Organizer: Aydin Buluc Organizer: Yingzhou Li Nonintrusive Model Reduction Lawrence Berkeley National Laboratory, Stanford University, USA Benjamin Peherstorfer and Karen E. Willcox, USA 10:30-10:55 Butterfly Factorization for Massachusetts Institute of Technology, 10:30-10:55 Developing a PGAS a Class of Transforms in Harmonic USA Graph Library using GraphBLAS Analysis 11:00-11:25 Filtering Large-Scale Primitives Haizhao Yang, Duke University, USA; Dynamical Systems Using Transport Ariful Azad and Aydin Buluc, Lawrence Yingzhou Li, Stanford University, USA Maps Berkeley National Laboratory, USA 11:00-11:25 Hierarchical and Multigrid Youssef M. Marzouk, Massachusetts Institute 11:00-11:25 The Graph Programming Solvers of Technology, USA Interface and Its Evolution Towards Eric Darve, Stanford University, USA 11:30-11:55 Density Estimation GraphBLAS 11:30-11:55 STRUMPACK: Framework for Model Error Jose Moreira and Manoj Kumar, IBM Preconditioning Using Incomplete Quantification Research, USA Factorization with Hierarchically Semi- Khachik Sargsyan and Habib N. Najm, 11:30-11:55 Design Considerations Separable Matrices Sandia National Laboratories, USA for a GraphBLAS Compliant Graph Pieter Ghysels and Xiaoye Sherry Li, 12:00-12:25 A Model Reduction Library on Clusters of GPUs Lawrence Berkeley National Laboratory, Approach to Structural Health Carl Yang, University of California, Davis, USA Monitoring USA; Aydin Buluc, Lawrence Berkeley 12:00-12:25 A Superfast Multi-Rank Tommaso Taddei, James Penn, and Anthony National Laboratory, USA; John Owens, Eigenvalue Update: , T. Patera, Massachusetts Institute of University of California, Davis, USA Analysis, and Applications Technology, USA 12:00-12:25 GraphBLAS Template James Vogel and Jianlin Xia, Purdue Library (GBTL): Implementing Graph University, USA BLAS on GPU Andrew Lumsdaine, Peter Zhang and Marcin Zalewski, Indiana University, USA 2016 SIAM Annual Meeting 37

Monday, July 11 Monday, July 11 Tensor Categories with Respect to a Module Category MS10 MS11 Pavel Etingof, Massachusetts Institute of Technology, USA; Shlomo Gelaki, Hybridizable Discontinuous Mathematical Models Technion, Israel Galerkin Methods - for Topological Phases of 11:30-11:55 Modular Extensions Part I of II Matter - Part I of II of Braided Fusion Categories and their Group Structure--- from the 10:30 AM-12:30 PM 10:30 AM-12:30 PM Categorical Classification of 2+1D Room:BCEC Room 253B Room:BCEC Room 257B SETs Tian Lan, Perimeter Institute For For Part 2 see MS25 For Part 2 see MS27 Since the first hybridizable discontinuous Topological phases of matter are recently Theoretical Physics, Canada; Liang Galerkin (HDG) method was developed discovered exotic materials which exhibit Kong, University of New Hampshire, for elliptic problems in the late 2000s, topological degrees of freedom and lead to USA; Xiao-Gang Wen, Massachusetts

Institute of Technology, USA Monday HDG methods have quickly gathered high-Tc superconductors and fault-tolerant attraction from researchers in several quantum computers. Topological phases 12:00-12:25 G-Crossed Braided disciplines due to their advantages over are encoded algebraically through modular Fusion Categories and (3+1)-TQFTs other discontinuous Galerkin methods. This categories. With applications to topological Xingshan Cui, University of California, minisymposium is dedicated to the latest phases, knot theory, and representation Santa Barbara, USA developments in hybridizable discontinuous theory, these categories sit at the Galerkin methods, including theoretical intersection of , physics, and computational issues such as stability, and mathematics. An example of this optimal order convergence, sparse intersection is the Property-F conjecture discretization, parallel implementation, which relates algebraic properties of (hp)-adaptivity, and application of the modular categories to the computational methods to physical problems. power of the quantum computers that they Organizer: Cuong Nguyen describe. Our minisymposium will bring together mathematicians and physicists Massachusetts Institute of Technology, USA to discuss the classification of topological Organizer: Bernardo Cockburn phases, property-F, and related concepts. University of Minnesota, USA Organizer: Paul Bruillard 10:30-10:55 The HDG Methods for Pacific Northwest National Laboratory, Diffusion Problems USA Guosheng Fu and Bernardo Cockburn, University of Minnesota, USA Organizer: Daniel Creamer Texas A&M University, USA 11:00-11:25 Parallel Iterative Solvers for Hybridized DG Methods Organizer: Julia Y. Plavnik with Application to Large-Eddy Texas A&M University, USA Simulation 10:30-10:55 On Gauging Symmetry Pablo Fernandez, Cuong Nguyen, and of Modular Categories Jaime Peraire, Massachusetts Institute of Xingshan Cui, University of California, Technology, USA Santa Barbara, USA; César Galindo, 11:30-11:55 An Exponentially Universidad de los Andes, Colombia; Convergent Iterative Solver for HDG Julia Y. Plavnik, Texas A&M University, Discretization of Partial Differential USA; Zhenghan Wang, Microsoft Equations Research, USA Sriramkrishnan Muralikrishnan, University 11:00-11:25 Exact Sequences of of Texas at Austin, USA; Binh Tran, University of Wisconsin, USA; Tan Bui- Thanh, University of Texas at Austin, USA 12:00-12:25 H-to-P Efficiently: Solving HDG Systems via AMG Within The Nektar++ Framework Hari Sundar and Robert Kirby, University of Utah, USA; Spencer Sherwin, , United Kingdom

continued in next column 38 2016 SIAM Annual Meeting

Monday, July 11 Monday, July 11 Monday, July 11 MS12 MS13 MS14 NSF-SIAM Workshop on Numerical Methods for Robust Low Rank Models Optics and Photonics - Wave Propagation Problems and Applications Part II of III - Part I of II 10:30 AM-12:30 PM 10:30 AM-12:00 PM 10:30 AM-12:30 PM Room:Grand Ballroom A - Concourse Level Room:BCEC Room 252B Room:Grand Ballroom CDE - Concourse Low rank structure of matrices and tensors For Part 1 see MS1 Level is pervasive in a variety of application For Part 3 see MS28 For Part 2 see MS29 areas ranging from medical informatics Advances in our understanding of the The mathematical properties of models to social science to partial differential behavior of light are necessary both for with a wavelike nature share a common equations. Using low rank structure can aid improvements in current technologies and ground across disciplines. As a result, so in compression, predicting missing values, for the realization of new and envisioned do corresponding methods for numerical or correcting errors in large scale data sets. technologies. Due to recent advances in simulations. In this symposium we This minisymposium collects a few modern computational tools, material science and bring together researchers active in the perspectives on low rank modeling and

Monday nanostructure fabrication, mathematicians development or the analysis of modern methods for fitting low rank models, with a have a larger role than ever to play in this numerical methods for wave problems. particular eye towards robust methods that field. This workshop will be an opportunity A common goal is to reduce the required reliably recover low rank structure from for leaders in the field to present their vision number of degrees of freedom, especially complex data sets. of the future of this field. The goals are at high frequencies, by using high-order Organizer: Madeleine R. Udell to familiarize a wide range of researchers or spectral methods, or by incorporating Cornell University, USA with the NSF call for proposals “Optics and asymptotic features of the problem at hand. Photonics” and encourage collaborations Organizer: Tamara G. Kolda Organizer: Daan Huybrechs Sandia National Laboratories, USA among researchers in this field. The Optics KU Leuven, Belgium and Photonics (OP) program is an NSF-wide 10:30-10:55 Generalized Low Rank activity that involves multiple Divisions Organizer: Mark Lyon Models within the Directorate for Mathematical and University of New Hampshire, USA Madeleine R. Udell, Cornell University, Physical Sciences (MPS). Funding for this 10:30-10:55 Non-Polynomial USA program is provided by a grant to Drexel Discretization Schemes for Wave 11:00-11:25 Sparse Hierarchical University by the US. National Science Problems Are Often Ill-Conditioned: Tucker Factorization and its Foundation. Why? Application to Healthcare Organizer: Shari Moskow Daan Huybrechs, KU Leuven, Belgium Jimeng Sun and Ioakeim Perros, Georgia Drexel University, USA 11:00-11:25 Generalized Plane Waves Institute of Technology, USA 10:30-10:55 Analytic Properties of for Inhomogeneous Media Wave 11:30-11:55 Successive Rank- the Dirichlet to Neumann Map for Propagation One Approximations of Nearly Electromagnetism Lise-Marie Imbert-Gerard, Courant Institute Orthogonally Decomposable Graeme W. Milton and Maxence Cassier, of Mathematical Sciences, New York Symmetric Tensors University of Utah, USA; Aaron Welters, University, USA Cun Mu, Daniel Hsu, and Donald Goldfarb, Florida Institute of Technology, USA 11:30-11:55 BEM/FEM Coupling for Columbia University, USA 11:00-11:25 Nonlinear Optics with Transient Acoustic Scattering by 12:00-12:25 On the Complexity of Balanced Gain and Loss Piezoelectric Obstacles Low-Rank Matrix Approximations Jianke Yang, University of Vermont, USA Tonatiuh Sanchez-Vizuet and Francisco Nicolas Gillis, Universite de Mons, Belgium Javier Sayas, University of Delaware, 11:30-11:55 Radiative Transport and USA Scattering of Entangled Two-Photon States 12:00-12:25 Fast Algorithms for John Schotland, University of Michigan, Oscillatory Integral Operators USA Yingzhou Li and Lexing Ying, Stanford University, USA 2016 SIAM Annual Meeting 39

Monday, July 11 Monday, July 11 Monday, July 11 MS15 MS16 MS18 State Dependent Delays Student Days: PIC Math Student and PDE’s - Part I of II Undergraduate Session Recognition Conference: 10:30 AM-12:30 PM 10:30 AM-12:30 PM Industry Speakers Room:BCEC Room 253C Room:Commonwealth B - Concourse Level 10:30 AM-11:30 PM For Part 2 see MS33 For Part 2 see MS34 Room:Harbor Ballroom I - Conference Level State-dependent delays pose challenging Student Days session organized by the SIAM The PIC Math (Preparation for Industrial infinite-dimensional problems appearing in Education Committee. Careers in Mathematical Sciences) program a wide range of applications and for which Organizer: Peter R. Turner aims to prepare mathematical sciences the theory is only partially developed. In Clarkson University, USA students for industrial careers by engaging practical applications one usually goes them in research problems that come directly Monday 10:30-10:45 On an Empirical Analysis about using a combination of numerical from industry, and to facilitate exposure to of the Kidney Allocation System analysis and functional analytic techniques. mathematics and statistics professionals who This minisymposium coordinates some Khizar Qureshi, Massachusetts Institute of Technology, USA work in business, industry, and government. recent studies on state-dependent delays. In this session, industrial mathematicians In particular we will seek to develop the 10:50-11:05 Bounds for Bond will make presentations about their paths to a relations to the theory of PDE’s, fluid Percolation Thresholds of career in business, industry, and government, dynamics, the neutral differential-delay Archimedean Lattices and will talk about the sort of work that they equations of variational electrodynamics and Vittorio Loprinzo, Johns Hopkins University, do. Representatives from student research numerical analysis. USA teams will make presentations and present Organizer: Jayme V. De Luca 11:10-11:25 Transcriptomics of posters in affiliated sessions. PIC Math is a Universidade Federal de Sao Carlos, Brazil Bleaching and Recovery in the program of the MAA and SIAM supported by NSF funding (DMS-1345499). Visit 10:30-10:55 State Dependent Delays Alcyonacean Octocoral Sympodium http://www.maa.org/picmath in the Biological Sciences: Where Do Sp. They Come From? Adam He, Pomona College, USA Organizer: Suzanne L. Weekes Michael Mackey, McGill University, Canada 11:30-11:45 Analysis of Individual Worcester Polytechnic Institute, USA 11:00-11:25 A PDE of Variational Greensboro Police Officers’ Stopping Organizer: Michael Dorff Electrodynamics Patterns Using Propensity Score Brigham Young University, USA Weighting Jayme V. De Luca, Universidade Federal de 10:30-10:55 PIC Math Industry talk 1 - Neil Pritchard, Brandon Joyce, Ivanti Sao Carlos, Brazil To Be Announced Galloway, and Ashley Jones, University of 11:30-11:55 Pilot-Wave North Carolina at Greensboro, USA Hydrodynamics 11:00-11:25 PIC Math Industry talk 2 - 11:50-12:05 Dynamics of Atomtronic John W. Bush, Massachusetts Institute of To Be Announced Technology, USA Battery Hongji Yu, Worcester Polytechnic Institute, 12:00-12:25 Delay ODE’s and USA PDE’s in Classical and Quantum Electrodynamics 12:10-12:25 Integrating Fish Movement Dirk Deckert, Ludwig-Maximilians- in Multispecies Population Modeling Universität München, Germany Cody Fitzgerald, University of New Hampshire, USA

SIAM Presents Since 2008, SIAM has recorded many Invited Lectures, Prize Lectures, and selected Minisymposia from various conferences. These are available by visiting SIAM Presents (http://www.siam.org/meetings/presents.php). 40 2016 SIAM Annual Meeting

Monday, July 11 Monday, July 11 Monday, July 11 CP1 CP2 CP3 Numerical Linear Algebra Probability, Statistics, and Computational Science and 10:30 AM-12:10 PM Stochastic Models Applications Room:BCEC Room 251 10:30 AM-12:30 PM 10:30 AM-12:10 PM Chair: Brendan Gavin, University of Room:Commonwealth C - Concourse Level Room:Commonwealth A - Concourse Level Massachusetts, Amherst, USA Chair: Leila Setayeshgar, Providence Chair: David Trebotich, Lawrence Berkeley 10:30-10:45 Neighbor Discovery College, USA National Laboratory, USA for Algebraic Multigrid and Matrix 10:30-10:45 Large Deviations for a 10:30-10:45 Efficiency of Stochastic Migration Stochastic Burgers’ Equation Simulations in Chemical Kinetics Christopher Siefert, Sandia National Leila Setayeshgar, Providence College, USA Des Higham, University of Strathclyde, Laboratories, USA 10:50-11:05 On a Storage Allocation United Kingdom; David F. Anderson, 10:50-11:05 A Feast Eigenvalue Model with Finite Capacity University of Wisconsin, Madison, USA Algorithm Without Solving Linear Eunju Sohn, Columbia College Chicago, 10:50-11:05 Fast Multipole Systems USA; Charles Knessl, University of Ilinois Preconditioner for Direct Numerical Monday Brendan Gavin and Eric Polizzi, University of at Chicago, USA Simulation of Flows Past An Airfoil Massachusetts, Amherst, USA 11:10-11:25 Optimizing Radioactive Huda Ibeid, King Abdullah University of 11:10-11:25 Analysis of Block Methods Contamination Monitoring Using Utility Science & Technology (KAUST), Saudi for Toeplitz Matrices Functions in a Bayesian Network Arabia; Rio Yokota, Tokyo Institute of Matthias Bolten, Universität Kassel, Germany Leila Gharsalli, Mathilde Vincent, Estelle Technology, Japan; David E. Keyes, 11:30-11:45 Combining Krylov Davesne, Eric Chojnacki, and Eric King Abdullah University of Science & Subspace Recycling with Recycling Blanchardon, IRSN, France Technology (KAUST), Saudi Arabia Preconditioners for Sequences of 11:30-11:45 New Insights into Scaling 11:10-11:25 High Resolution Simulation Linear Systems Laws: The Lavalette Distribution and Its of Coupled Pore-Continuum Flow Arielle K. Grim-McNally and Eric De Sturler, Properties and Transport in Fractured Subsurface Virginia Tech, USA Oscar Fontanelli, Pedro Miramontes, and Materials 11:50-12:05 Heavy Ball Minimal Germinal Cocho, Universidad Nacional David Trebotich, Lawrence Berkeley National Residual Method for Least-Squares Autónoma de México, Mexico; Wentian Laboratory, USA Problem Li, The Feinstein Institute for Medical 11:30-11:45 Numerical Algorithms for Mei Yang and Ren-Cang Li, University of Research, USA Scalable High-Performance Electronic Texas at Arlington, USA 11:50-12:05 Modeling Extreme Structure Calculations Weather Events James Kestyn and Eric Polizzi, University of Mintaek Lee, Boise State University, USA Massachusetts, Amherst, USA 12:10-12:25 Gaussian Approximation 11:50-12:05 Experiences with for Transition Paths in Molecure SeeMore: A 256-Node Kinetic Parallel Dynamics Computing Cluster Yulong Lu, University of Warwick, United Kirk Cameron, Virginia Tech, USA Kingdom

Lunch Break 12:30 PM-2:00 PM Attendees on their own 2016 SIAM Annual Meeting 41

Monday, July 11 Monday, July 11 Monday, July 11 Mathematics in Industry JP1 SP1 Book Series Editorial Board Spatio-temporal Dynamics Biofluids of Reproduction: Meeting of Childhood Infectious Oscillators, Viscoelastic 12:30 PM-2:00 PM Disease: Predictability and Networks and Sticky Room:Faneuil - Mezzanine Level the Impact of Vaccination Situations 2:00 PM-2:45 PM 2:45 PM-3:30 PM Major Awards Committee Room:Grand Ballroom - Concourse Level Room:Grand Ballroom - Concourse Level Meeting Chair: Zhilan Feng, Purdue University, USA Chair: Ami Radunskaya, Pomona College, Violent epidemics of childhood infections USA 12:30 PM-2:00 PM From fertilization to birth, successful such as measles provide a particularly Monday mammalian reproduction relies on Room:Executive Board Room - Mezzanine clear illustration of oscillatory ‘predator- interactions of elastic structures with a fluid Level prey’ dynamics. We discuss limits on the predictability of these systems, both in the environment. Sperm flagella must move era before vaccination and at present, where through cervical mucus to the uterus and vaccine hesitancy limits the effectiveness of into the oviduct, where fertilization occurs. PIC Math Student vaccination programs in many countries. We In fact, some sperm may adhere to oviductal epithelia, and must change their pattern of Recognition Conference: also discuss the impact of viral evolution on predictability and the design of vaccination oscillation to escape. In addition, coordinated Poster Session programs, with particular reference to beating of oviductal cilia also drives the 12:30 PM-2:00 PM influenza and rotavirus. flow. Sperm-egg penetration, transport of the fertilized ovum from the oviduct to Room:Harbor Ballroom I and Foyer - Bryan Grenfell its implantation in the uterus and, indeed, Conference Level Princeton University, USA birth itself are rich examples of elasto- Suzanne L. Weekes, Worcester Polytechnic hydrodynamic coupling. We will discuss Institute, USA successes and challenges in the mathematical and computational modeling of the biofluids Michael Dorff, Brigham Young University, of reproduction. In addition, we will present USA reduced models that evoke intriguing During the spring 2016 semester, questions in fundamental fluid dynamics. mathematical sciences undergraduate Lisa J. Fauci students at 50 U.S. universities and colleges Tulane University, USA were enrolled in a PIC Math (Preparation for Industrial Careers in Mathematical Sciences) industrial mathematics and statistics research course. Each student Coffee Break team worked on a research problem, which came directly from industry, and submitted 3:30 PM-4:00 PM a written report and video solution to Room:Galleria Level the problem to the PIC Math student research competition. Students will give poster presentations of their research work and solutions PIC Math is a program of the MAA and SIAM supported by NSF funding (DMS-1345499). See http://www. maa.org/picmath PIC Math Student Industrial Math Posters - Presenters To Be Announced 42 2016 SIAM Annual Meeting

Monday, July 11 Monday, July 11 Monday, July 11 MS19 MS20 MS21 Algebraic Statistics - AWM Meeting - Workshop: Career Fair: Careers in Part II of II Research Talks by Recent Business, Industry and 4:00 PM-6:00 PM Ph.D.s & Invited Speakers Government - Part II of II Room:BCEC Room 259A - Dynamical Systems with 4:00 PM-6:00 PM For Part 1 see MS4 Applications to Biology and Room:Pavilion - Concourse Level Algebraic statistics is concerned with applying Medicine For Part 1 see MS6 commutative algebra, algebraic geometry, 4:00 PM-6:00 PM For Career Fair Attendees and combinatorics to problems arising from The career fair will feature employers from statistics. This exchange across disciplines has Room:BCEC Room 253A business, industry and government. These resulted in statistical methods for a variety of For Part 1 see MS5 representatives will be prepared to discuss data types, including categorical data, network Sponsored by Association for Women in with you the opportunities for internships, data, and high- dimensional biological data, Mathematics (AWM) postdoctoral appointments and full-time jobs while also driving theoretical development This minisymposium will feature research at their organizations.

Monday in fields such as combinatorial commutative talks by female recent Ph.D.s & invited algebra and real algebraic geometry. This Organizer: William G. Kolata speakers, and will focus on Dynamical minisymposium will focus on several current SIAM, USA Systems with Applications to Biology and themes in algebraic statistics including Medicine. Organizer: Kristin O’Neill applications of algebraic geometry and SIAM, USA polyhedral geometry to hierarchical models, Organizer: Laura Ellwein graphical models, Gaussian mixtures, and Virginia Commonwealth University, USA SIAM is pleased to share the list of network models. organizations that will participate. This list Organizer: Trachette Jackson is current at time of printing. The most up to Organizer: Elizabeth Gross University of Michigan, USA date list of participants can be found at http:// San Jose State University, USA Organizer: Ami Radunskaya www.siam.org/meetings/an16/career.php. Organizer: Jose I. Rodriguez Pomona College, USA Aerospace Corporation University of Chicago, USA Organizer: Eva M. Strawbridge Argonne National Laboratory 4:00-4:25 Algebraic Statistics of James Madison University, USA AstraZeneca Gaussian Mixtures 4:00-4:25 Modeling Autoregulation in Bayer AG, Applied Mathematics Carlos Amendola Ceron, Technische the Kidney Bechtel Marine Propulsion Laboratory Universität Berlin, Germany Elizabeth J. Makrides, Brown University, Bell Labs Nokia 4:30-4:55 Positive Semidefinite Rank USA D.E.Shaw & Company and Nested Spectrahedra 4:30-4:55 Modeling Respiratory Exxon Mobil Upstream Research Company Kaie Kubjas, Aalto University, Finland; Elina Dynamics in the Premature Infant Robeva, University of California, Berkeley, Laura Ellwein, Virginia Commonwealth IBM Research USA; Richard Robinson, University of University, USA Institute Defense Analyses Washington, USA 5:00-5:25 A Mathemaical Model of Hewlett-Packard 5:00-5:25 What Is the Shell Distribution the Effects of Temperature on Human Lawrence Berkeley National Laboratory of a Graph Telling Us? Sleep Patterns MathWorks Vishesh Karwa, Harvard University and Selenne Banuelos, California State Merck Carnegie Mellon University, USA University, Channel Islands, USA Metron, Inc. 5:30-5:55 Tensor Completion in the 5:30-5:55 Using Delayed Feedback to Microsoft Probability Simplex Avoid Neural Synchrony Mitsubishi Electric Research Laboratories Thomas Kahle, Otto-von-Guericke University, Shelby Wilson, Morehouse College, USA Magdenburg, Germany; Kaie Kubjas, MIT Lincoln Laboratory Aalto University, Finland; Mario Kummer, National Institute of Standards and Universität Konstanz, Germany; Zvi Rosen, Technology University of Pennsylvania, USA NOKIA Bell Labs QuantLab Sandia National Laboratories Sanofi Schlumberger Takeda United Technologies Research Center 2016 SIAM Annual Meeting 43

Monday, July 11 Monday, July 11 Monday, July 11 MS22 MS23 MS24 Data and Dynamical- GraphBLAS: Graph Hierarchical Structure and System Models - Part II of II: Algorithms in the Language Randomness in Linear Constructing and Analyzing of Linear Algebra - Algebra - Part II of II Models Part II of II 4:00 PM-6:00 PM 4:00 PM-6:00 PM 4:00 PM-6:00 PM Room:BCEC Room 254A Room:BCEC Room 252A Room:BCEC Room 256 For Part 1 see MS9 For Part 1 see MS7 For Part 1 see MS8 Hierarchical structures and randomness Computational models of dynamical systems Organized by SIAG/DMA have led to many efficient linear algebra are essential for analyzing, controlling, and subroutines that make large-scale

The Basic Linear Algebra Subprograms Monday designing complex engineering systems. The problems feasible. This minisymposium (BLAS), introduced over 30 years ago, introduces recent advances in high explosion of data---both from experimental had a transformative effect on software for measurements and computer simulations-- performance algorithms for fast linear linear algebra. With the BLAS, researchers algebra based on hierarchical structure and -brings new opportunities to leverage these spend less time mapping algorithms onto data to improve such models in a variety randomization techniques. These specific features of hardware platforms and techniques result in linear or quasi-linear of ways. This minisymposium explores a more time on interesting new algorithms. range of approaches for doing so, including time methods for matrix operation, e.g., Our goal is to define an analogous set of matrix multiplication, factorization, and reducing simulation costs, improving model basic building blocks for graph algorithms. accuracy, constructing models without inversion (or preconditioner). The fields In this minisymposium, we will explore the of applications include fast solvers first-principles information, and enabling mathematical foundations, the interaction of extreme-scale computation. for PDEs, applied harmonic analysis, mathematics with the data structures used inverse problems, machine learning, etc. Organizer: Kevin T. Carlberg in graph algorithms, and potential linear- Sandia National Laboratories, USA algebraic APIs the graph algorithms research Organizer: Haizhao Yang community could support. Duke University, USA Organizer: Karthik Duraisamy University of Michigan, USA Organizer: Aydin Buluc Organizer: Yingzhou Li Lawrence Berkeley National Laboratory, Stanford University, USA 4:00-4:25 Data-Driven Coarse- USA Graining for Multiscale Problems 4:00-4:25 Distributed-Memory Eric Parish and Karthik Duraisamy, 4:00-4:25 Mathematical Foundations Hierarchical Interpolative University of Michigan, USA of the GraphBLAS Factorization Jeremy Kepner, Hayden Jansen, Yingzhou Li and Lexing Ying, Stanford 4:30-4:55 Data-Driven Identification Karia Dibert, and Vijay Gadepally, University, USA of Nonlinear Dynamical Systems with Massachusetts Institute of Technology, Control using Sparse Regression 4:30-4:55 Preconditioning from a USA Steven Brunton, , Single Matvec USA 4:30-4:55 Design and Implementation Jiawei Chiu, Google, Inc., USA; Laurent of the GraphBLAS Template Library Demanet, Massachusetts Institute of 5:00-5:25 Inferring Interaction Rules (GBTL) Technology, USA from Observations of Evolutive Scott McMillan and Samantha Misurda, Systems 5:00-5:25 Fast Likelihood Evaluation Carnegie Mellon University, USA Massimo Fornasier, Mattia Bongini, and Using Hierarchical Matrices in Markus Hansen, Technische Universität 5:00-5:25 GraphMat: Increasing Bayesian Inverse Problems München, Germany; Mauro Maggioni, Productivity and Performance Arvind Saibaba, North Carolina State Duke University, USA for Large Graph Problems using University, USA Distributed Primitives 5:30-5:55 In-Situ Analytics in Extreme 5:30-5:55 Approximate Cholesky Narayanan Sundaram, Michael Anderson, Scale Combustion Simulations Factorization for Laplacians – Fast, Nadathur Satish, and Mostofa Patwary, Jacqueline Chen, Sandia National Sparse, and Simple Intel Labs, USA Laboratories, USA; Sean Treichler, Rasmus Kyng and Sushant Sachdeva, Yale Stanford University, USA; Mike Bauer, 5:30-5:55 Task Parallel Approach University NVIDIA, USA; Alex Aiken, Stanford to the Linear Algebra-Based University, USA; Chris Ye and Kwan-Liu Implementation of miniTri Ma, University of California, Davis, USA Michael Wolf, Sandia National Laboratories, USA 44 2016 SIAM Annual Meeting What’s App?

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Monday, July 11 Monday, July 11 Monday, July 11 MS25 MS26 MS27 Hybridizable Discontinuous Large Scale Variational Mathematical Models Galerkin Methods - Methods for Topological Phases of Part II of II 4:00 PM-5:30 PM Matter - Part II of II 4:00 PM-6:00 PM Room:BCEC Room 254B 4:00 PM-5:00 PM Room:BCEC Room 253B Organized by SIAG/OP Room:BCEC Room 257B For Part 1 see MS10 Contemporary “big data” problems have For Part 1 see MS11 Since the first hybridizable discontinuous caused a broad reevaluation of nonsmooth Topological phases of matter are recently Galerkin (HDG) method was developed optimization techniques. Numerous ideas, discovered exotic materials which exhibit for elliptic problems in the late 2000s, after laying dormant for decades, have topological degrees of freedom and lead HDG methods have quickly gathered reemerged in new contexts. Examples to high-Tc superconductors and fault- attraction from researchers in several include conditional gradient, fast gradient, tolerant quantum computers. Topological disciplines due to their advantages over splitting, and variable projection. The session phases are encoded algebraically through other discontinuous Galerkin methods. will focus on such promising techniques modular categories. With applications

Monday This minisymposium is dedicated to for nonsmooth problems, illustrated on to topological phases, knot theory, and the latest developments in hybridizable structured large scale applications. representation theory, these categories sit discontinuous Galerkin methods, including at the intersection of computer science, Organizer: Aleksandr Aravkin theoretical and computational issues such as physics, and mathematics. An example of University of Washington, USA stability, optimal order convergence, sparse this intersection is the Property-F conjecture discretization, parallel implementation, (hp)- 4:00-4:25 Variable Projection in which relates algebraic properties of modular adaptivity, and application of the methods to Nonsmooth Applications categories to the computational power of physical problems. Aleksandr Aravkin, University of the quantum computers that they describe. Washington, USA Organizer: Cuong Nguyen Our minisymposium will bring together Massachusetts Institute of Technology, USA 4:30-4:55 Expanding the Reach of mathematicians and physicists to discuss Optimal Methods the classification of topological phases, Organizer: Bernardo Cockburn Dmitriy Drusvyatskiy, University of property-F, and related concepts. University of Minnesota, USA Washington, USA Organizer: Paul Bruillard 4:00-4:25 Hybridizable Discontinuous 5:00-5:25 SMART: The Stochastic Pacific Northwest National Laboratory, USA Galerkin Methods for Coastal Ocean Monotone Aggregated Root-Finding Dynamics Organizer: Daniel Creamer Algorithm Pierre Lermusiaux, Chris Mirabito, and Texas A&M University, USA Damek Davis, Cornell University, USA Patrick Haley, Massachusetts Institute of Organizer: Julia Y. Plavnik Technology, USA Texas A&M University, USA 4:30-4:55 Construction and Analysis 4:00-4:25 Constraints on Multiparticle of Hybridized Discontinuous Entanglement Galerkin Methods for the David A. Meyer, University of California, Magnetohydrodynamics Equations San Diego, USA Stephen Shannon, The University of Texas at 4:30-4:55 Classical Spin Models with Austin, USA; Jeonghun Lee, University of Global Symmetries and Quantum Oslo, Norway; Tan Bui-Thanh, University Models with Local Symmetries of Texas at Austin, USA; John Shadid, Jeongwan Haah, Massachusetts Institute of Sandia National Laboratories, USA Technology, USA 5:00-5:25 Hybridizable Discontinuous Galerkin Methods for Elastodynamics Allan R. Hungria, Universität Münster, Germany; Francisco-J Sayas, University SIAM Presents of Delaware, USA; Daniele Prada, Since 2008, SIAM Indiana University - Purdue University has recorded many Indianapolis, USA Invited Lectures, Prize Lectures, and selected 5:30-5:55 High order exactly Minisymposia from Divergence-Free HDG Methods for various conferences. These are available by Incompressible Flows visiting SIAM Presents Christoph Lehrenfeld, Universität Münster, (http://www.siam.org/meetings/presents.php). Germany; Joachim Schoeberl, Technische Universitaet Wien, Austria 2016 SIAM Annual Meeting 47

Monday, July 11 Monday, July 11 Monday, July 11 MS28 MS29 MS30 NSF-SIAM Workshop on Numerical Methods for Parallel Computing on Hybrid Optics and Photonics - Wave Propagation Problems Nodes with Multiple CPUs, Part III of III - Part II of II GPUs, and Intel Xeon Phi 4:00 PM-6:00 PM 4:00 PM-6:00 PM 4:00 PM-6:00 PM Room:BCEC Room 252B Room:Grand Ballroom CDE - Concourse Room:BCEC Room 257A For Part 2 see MS12 Level Modern parallel computing architectures Advances in our understanding of the For Part 1 see MS13 including multi-core CPUs, massively parallel behavior of light are necessary both for The mathematical properties of models GPUs, and many-core accelerators such as the improvements in current technologies and with a wavelike nature share a common 60-core Intel Xeon Phi accelerator offer great for the realization of new and envisioned ground across disciplines. As a result, so opportunities for speeding up computations. Monday technologies. Due to recent advances in do corresponding methods for numerical Hybrid compute nodes pose significant computational tools, material science and simulations. In this symposium we challenges to porting and tuning code due to nanostructure fabrication, mathematicians bring together researchers active in the the combination of different programming have a larger role than ever to play in this development or the analysis of modern models that need to be used, ranging from field. This workshop will be an opportunity numerical methods for wave problems. distributed-memory computing with MPI, for leaders in the field to present their vision A common goal is to reduce the required multi-threading with OpenMP, CUDA on of the future of this field. The goals are number of degrees of freedom, especially GPUs, and combined MPI+OpenMP on to familiarize a wide range of researchers at high frequencies, by using high-order the Phi, for instance. This minisymposium with the NSF call for proposals “Optics and or spectral methods, or by incorporating will share experiences with parallel code Photonics” and encourage collaborations asymptotic features of the problem at hand. and numerical algorithms from fundamental among researchers in this field. The Optics test problems to specialized research code. Organizer: Daan Huybrechs and Photonics (OP) program is an NSF-wide The minisymposium will start with a basic KU Leuven, Belgium activity that involves multiple Divisions overview and contrast of the architectures. within the Directorate for Mathematical and Organizer: Mark Lyon Organizer: Matthias K. Gobbert University of New Hampshire, USA Physical Sciences (MPS). Funding for this University of Maryland, Baltimore County, program is provided by a grant to Drexel 4:00-4:25 Breaking the O(N) Barrier for USA University by the US. National Science High-Frequency Helmholtz Equation 4:00-4:25 Overview and Contrast Foundation. Leonardo Zepeda-Núñez and Laurent of Modern Computer Architectures Demanet, Massachusetts Institute of Organizer: Shari Moskow Including the Intel Phi Technology, USA Drexel University, USA Jonathan Graf, Ryan Day, and Xuan Huang, 4:00-4:25 Embedded Eigenvalues in 4:30-4:55 High-Frequency Asymptotic University of Maryland, Baltimore County, Electromagnetic Structures Compression of Dense BEM-Matrices USA; Samuel Khuvis, Paratools Inc., Shipman Shipman, Louisiana State Peter Opsomer and Daan Huybrechs, KU USA; Matthias K. Gobbert, University of University, USA Leuven, Belgium Maryland, Baltimore County, USA 4:30-4:55 Free Form Optical Design 5:00-5:25 A Fast Hierarchical Direct 4:30-4:55 Heterogeneous and and Monge-Ampere Type Equations Solver for Singular Integral Equations Vectorized Computation for Quantum Cristian Gutierrez, Temple University, USA Defined on Disjoint Boundaries and Chemistry Application to Fractal Screens Edmond Chow, Georgia Institute of 5:00-5:25 The Fascinating Optics of Richard M. Slevinsky, University of Oxford, Technology, USA Metamaterials and Plasmonics United Kingdom; Sheehan Olver, Andrea Alu, University of Texas at Austin, 5:00-5:25 Improving Performance of University of Sydney, Australia; David USA Sparse Triangular Solution on GPUs and Hewett, University of Oxford, United CPUs for Irregular Matrices 5:30-5:55 Discussion of the NSF Kingdom Humayun Kabir, Guillaume Aupy, and Padma Activity in Optics and Photonics 5:30-5:55 Advances in Optimized Raghavan, Pennsylvania State University, Michael Vogelius, NSF Division of Fourier Continuation Methods USA Mathematical Sciences, USA Mark Lyon, University of New Hampshire, 5:30-5:55 Porting and Tuning Numerical USA Kernels to Many-Core Intel Xeon Phi Accelerators Samuel Khuvis, Paratools Inc., USA 48 2016 SIAM Annual Meeting

Monday, July 11 Monday, July 11 Monday, July 11 MS31 MS32 MS33 Recent Advances in Reduced Order Modeling State Dependent Delays and Nonnegative Matrix Techniques in Uncertainty PDE’s - Part II of II Factorization Quantification - Part I of II 4:00 PM-5:30 PM 4:00 PM-6:00 PM 4:00 PM-6:00 PM Room:BCEC Room 253C Room:Grand Ballroom A - Concourse Level Room:Grand Ballroom B - Concourse Level For Part 1 see MS15 In the last years nonnegative matrix For Part 2 see MS46 State-dependent delays pose challenging factorization (NMF) has grown to a widely Uncertainty quantification is a modern infinite-dimensional problems appearing in used dimensionally reduction technique mainstay in computational science, with a wide range of applications and for which applicable to many intriguing problems in several outstanding challenges. For example, the theory is only partially developed. In applied mathematics, machine learning and coping with simulations and experiments practical applications one usually goes about data science (e.g., image processing, blind of varying fidelities and representing using a combination of numerical analysis source separation or clustering). Despite the physics at different scales is exacerbated and functional analytic techniques. This intrinsic computational difficulty of NMF, by the high-dimensional nature of models. minisymposium coordinates some recent

Monday numerous efficient optimization schemes Recent advances in reduced order modeling studies on state-dependent delays. In particular continue to emerge and many important techniques allow practitioners nowadays we will seek to develop the relations to the structured subproblems relating to NMF, such to successfully tackle some of these theory of PDE’s, fluid dynamics, the neutral as near-separable NMF or symmetric NMF, pressing problems using computationally differential-delay equations of variational continue to be explored both theoretically and tenable algorithms. The purpose of this electrodynamics and numerical analysis. algorithmically. In this mini symposium we minisymposium is to bring together Organizer: Jayme V. De Luca gather experts having diverse backgrounds researchers who have contributed to the Universidade Federal de Sao Carlos, Brazil in order to exchange the recent exciting advancement of reduced order modeling developments surrounding NMF and foster strategies in UQ, to present novel and 4:00-4:25 Periodic Solutions and Their Bifurcations in a Singularly Perturbed future collaborations across disciplines. promising methods, and to discuss future trends for research. Differential Equation with Two State- Organizer: Robert Luce Dependent Delays EPFL, Switzerland Organizer: Yanlai Chen Tony Humphries, McGill University, Canada; University of Massachusetts, Dartmouth, USA Organizer: Nicolas Gillis Daniel Bernucci, Georgia Institute of Universite de Mons, Belgium Organizer: Andrea Manzoni Technology, USA; Renato Calleja, Universidad Nacional Autónoma de México, 4:00-4:25 A Projected Gradient École Polytechnique Fédérale de Lausanne, Switzerland Mexico; Namdar Homayounfar, University Scheme for Separable NMF of Toronto, Canada; Michael Snarski, Nicolas Gillis, Universite de Mons, Belgium; Organizer: Akil Narayan Brown University, USA Robert Luce, EPFL, Switzerland University of Utah, USA 4:30-4:55 Galerkin Finite-Element 4:30-4:55 Exact NMF and Compact 4:00-4:25 A Unified, Goal-Oriented, Method with Discontinuous Extensions of N-Gons Hybridized Reduced Basis Method Velocity Applied to the Two-Body Arnaud Vandaele, Universite de Mons, and Generalized Polynomial Chaos Electromagnetic Variational Problem Belgium Algorithm for Partial Differential Daniel C. De Souza, McGill University, Equations with Random Inputs 5:00-5:25 Coordinate Descent Canada Jiahua Jiang and Yanlai Chen, University Methods for Matrix Factorization of Massachusetts, Dartmouth, USA; Akil 5:00-5:25 Resonance Phenomena of Arnaud Vandaele and Nicolas Gillis, Narayan, University of Utah, USA a Delay Differential Equation with Two Universite de Mons, Belgium; Qi Lei, Kai State-Dependent Delays Zhong, and Inderjit S. Dhillon, University 4:30-4:55 Gaussian Functional Calleja Renato, IIMAS - UNAM, Mexico; of Texas at Austin, USA Regression for Model-Data Assimilation Antony Humphries, McGill University, Ngoc Cuong Nguyen and Jaime Peraire, 5:30-5:55 LP vs SDP Lifts of Polytopes Canada; Bernd Krauskopf, University of Massachusetts Institute of Technology, Hamza Fawzi, James Saunderson, and Pablo Auckland, New Zealand USA A. Parrilo, Massachusetts Institute of Technology, USA 5:00-5:25 The Certified Reduced-Basis Method for Darcy Flows in Porous Media Riad Sanchez, IFP Energies nouvelles, France; Sebastien J. Boyaval, École des Ponts ParisTech, France 5:30-5:55 Proper Orthogonal Decomposition in Uncertainty Quantification of Complex Fluid Flows Zhu Wang, University of South Carolina, USA 2016 SIAM Annual Meeting 49

Monday, July 11 Monday, July 11 Monday, July 11 MS34 CP4 CP5 Session Cancelled Imaging Science Machine Learning and Data 4:00 PM-6:00 PM 4:00 PM-5:20 PM Science Room:Commonwealth B - Concourse Level Room:Commonwealth A - Concourse Level 4:00 PM-6:00 PM Chair: James Vogel, Purdue University, USA Room:Commonwealth C - Concourse Level 4:00-4:15 Constrained Smoothing Chair: Cesar A. Uribe, University of Illinois Splines on Unit Balls with Application at Urbana-Champaign, USA to Optical Coherence Tomography 4:00-4:15 Rigorous Model Validation Farzana Nasrin, Ram V. Iyer, and Eltonzsee and Certification Via the Ouq See, Texas Tech University, USA; Steven Algorithm in ‘mystic’

Mathews, West Texas Eye Associates, Michael McKerns, California Institute of Monday USA Technology, USA 4:20-4:35 A Partially Collapsed Gibbs 4:20-4:35 Nonasymptotic Rates in Sampler for Computing the Point Distributed Learning Spread Function of An X-Ray Imaging Cesar A. Uribe, University of Illinois at System Urbana-Champaign, USA Aaron B. Luttman, National Security 4:40-4:55 Leveraging Technologies, LLC, USA; Kevin Joyce Computationally-Predicted Adverse and Johnathan M. Bardsley, University of Outcome Pathways for Optimizing Montana, USA Alternatives to Animal Testing 4:40-4:55 Nonconvex Algorithms for Shannon M. Bell, Agnes Karmaus, Neal Geosounding Inversion Cariello, and David Allen, Integrated Hugo Hidalgo-Silva and Enrique Gomez- Laboratory Systems, Inc., USA; Warren Trevino, CICESE, Mexico Casey, National Institute of Environmental Health Sciences, USA; Lyle Burgoon, 5:00-5:15 Real-Time Computing of US Army Engineer Research and Touch Topology via Poincare-Hopf Development Center, USA Index Keiji Miura, Tohoku University, Japan; 5:00-5:15 The Benefits of Applying Kazuki Nakada, University of Electro- Data Mining Algorithms on Medical Communications, Japan Data Najah Al-Shanableh, New Mexico State University, USA 5:20-5:35 A Nearest-Neighbor Approach for Fast, Accurate Selection of the Scale Parameter in Gaussian-Kernel Support Vector Machines Guangliang Chen, Wilson Florero-Salinas, and Dan Li, San Jose State University, USA 5:40-5:55 Mode Reduction Methods for Data Assimilation: Subspace Projection using Koopman Operators Humberto C. Godinez, Los Alamos National Laboratory, USA 50 2016 SIAM Annual Meeting

Monday, July 11 Monday, July 11 Monday, July 11 CP6 PD1 Career Fair, Graduate Student and Industry Panel: Careers in Business, Numerical Analysis Reception Industry and Government 4:00 PM-6:00 PM 7:15 PM-9:15 PM Room:BCEC Room 251 6:15 PM-7:15 PM Room:Pavilion - Concourse Level Chair: Ali Mehdizadeh Rahimi, Northeastern Room:Grand Ballroom AB- Concourse Level University, USA Chair: Lalitha Venkataramanan, 4:00-4:15 Chopping a Chebyshev Schlumberger-Doll Research, USA Meeting of the SIAM Editors Series Chair: Rachel Levy, Harvey Mudd College, Nick Trefethen and Jared Aurentz, University USA in Chief of Oxford, United Kingdom Chair: William G. Kolata, SIAM, USA 7:30 PM-9:30 PM 4:20-4:35 Numerical Computing with Interested in exploring opportunities Room:Faneuil - Mezzanine Level 3D Functions in Chebfun outside academia? Mathematics plays a Behnam Hashemi, University of Oxford, pivotal role in many industries including United Kingdom

Monday financial, pharmaceutical, oilfield, defense, 4:40-4:55 Numerical Computing in software and IT. Within each company, Polar and Spherical Geometries applied mathematics is widely used in Heather D. Wilber, Boise State University, various aspects of research, engineering, USA manufacturing as well as sustaining. This 5:00-5:15 Spectral Methods for discussion will feature panelists from Fractional Differential Equations on different industries who will share their the Half-Line with Tunable Accuracy experiences of working and using applied Anna Lischke, Brown University, USA; mathematics in their companies. Following Mohsen Zayernouri, Michigan State their introductions, the moderators will lead University, USA; George Em Karniadakis, a discussion on how students interested in Brown University, USA BIG careers might wish to broaden their educational experience and prepare for 5:20-5:35 Numerical Solution of careers in industry. Boundary-Integral Equations for Nonlocal Models of Molecular Penny Anderson Electrostatics Using Bem++ The MathWorks, Inc., USA Ali Mehdizadeh Rahimi and Jaydeep Dean Bottino Bardhan, Northeastern University, USA Physiome Sciences, Inc., Israel 5:40-5:55 Approach to Model Gary Green Acoustic Wave Scattering Using Time The Aerospace Corporation, USA Domain Boundary Integral Equations Tamara Kolda Michelle Pizzo and Fang Hu, Old Dominion Sandia National Laboratories, USA University, USA Amy Sliva Charles River Analytics, USA Intermission 6:00 PM-6:15 PM Membership Committee Meeting 7:15 PM-9:15 PM Room:Executive Board Room - Mezzanine Level 2016 SIAM Annual Meeting 51

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 IT3 IT4 Deep Learning: A Computational Behavioral Student Days: Cornucopia of Applications Ecology Chapter Breakfast with SIAM and Mathematical Mysteries Leadership (by invitation) 9:15 AM-10:00 AM 8:30 AM-9:15 AM 7:00 AM-8:15 AM Room:Grand Ballroom - Concourse Level Room:Grand Ballroom - Concourse Level Chair: Cynthia Phillips, Sandia National Room:Marina - Lobby Level Chair: Jeremy Kepner, Massachusetts Institute Laboratories, USA of Technology, USA Computation has fundamentally changed Deep learning is at the root of revolutionary the way we study nature. New data Registration progress in visual and auditory perception collection technology, such as GPS, high definition cameras, UAVs, genotyping, 7:30 AM-4:30 PM by computers, and is pushing the state of the art in natural language understanding, and crowdsourcing, are generating data Room:Concourse Level dialog systems and language translation. about wild populations that are orders Deep learning systems are used everywhere of magnitude richer than any previously now from self-driving cars to social networks collected. Unfortunately, in this domain, content filtering to search engines ranking our ability to analyze data lags substantially and medical image analysis. A deep learning behind our ability to collect it. In this talk Tuesday system is typically an “almost” differentiable I will show how computational approaches function, composed of multiple highly non- can be part of every stage of the scientific linear steps, parametrized by a numerical process of understanding animal sociality, vector of 108 to 109 dimensions, and whose from intelligent data collection to hypothesis evaluation of one sample requires 109 to 1010 formulation and provide scientific insight numerical operations. They are trained to into collective behavior of zebras, baboons, minimize an objective function that measures and humans. the discrepancy between the output of the Tanya Y. Berger-Wolf system and a desired output, averaged over University of Illinois, Chicago, USA 108 to 109 training samples. Training such a system can be seen as minimizing a highly non-convex objective function of 108 to 109 variables and whose evaluation of the gradient takes 1017 to 1019 operations. How can that Exhibit Hall Open possibly work? The fact that it does work 9:30 AM-4:30 PM is one of the theoretical mysteries of deep learning. Another one is why these particular Room:Galleria Level multilayer architectures are so efficient. How can we improve the performance of deep learning systems? Many of these questions constitute interesting challenges for the Coffee Break Applied Mathematics community. 10:00 AM-10:30 AM Yann LeCun Room:Galleria Level New York University, USA 52 2016 SIAM Annual Meeting

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS35 MS36 MS37 Advances in Numerical Advances in Uncertainty Applications of Algebraic Linear Algebraic Techniques Quantification for Industrial Geometry - Part I of II for Inverse Problems - Part I Applications - Part I of II 10:30 AM-12:30 PM of II 10:30 AM-12:30 PM Room:Grand Ballroom CDE - Councourse 10:30 AM-12:30 PM Room:Grand Ballroom A - Councourse Level Level Room:BCEC Room 254B For Part 2 see MS50 For Part 2 see MS51 For Part 2 see MS49 The importance of uncertainty quantification Problems from various application areas Organized by SIAG/LA (UQ) for reliable predictions, system can be pitched as polynomial systems. performance and risk assessment, decision- Recent examples include problems from Inverse problems appear in several prominent making is widely recognized and remains an string theory, optimization, systems biology, applications, such as image deblurring, active area of research. Substantial progress and kinematics. Algebraic geometry is the medical image reconstruction, baggage has been made in adopting and combining mathematical area devoted to the study of screening and imaging the subsurface various approaches including model polynomial systems and their solution sets. of the earth. Due to the scale of the reduction, surrogate modeling, Bayesian This minisymposium brings together speakers forward problems and the sensitivity of inference, data assimilation and compression, representing several areas of applications of the reconstruction/restoration to noise in variance- based decomposition, to address algebraic geometry, particularly those making the data, sophisticated numerical linear practical challenges across different domains. use of numerical methods. Topics vary from algebraic techniques need to be employed This minisymposium focuses on recent specific applications (e.g., synchronization to recover quality images. The talks in this advances in UQ approaches and covers a of coupled phase oscillators) to general minisymposium focus on developing and wide range of their industrial applications computational techniques (e.g., certification of Tuesday using these techniques to combat various including geosciences, climate modeling and numerical results and parallel computation). computational bottlenecks associated with computational fluid dynamics. solving inverse problems. Organizer: Dan Bates Organizer: Khachik Sargsyan Colorado State University, USA Organizer: Misha E. Kilmer Sandia National Laboratories, USA Tufts University, USA Organizer: Daniel A. Brake Colorado State University, USA 10:30-10:55 Iterative Methods for Organizer: Nikita Chugunov Multi-Parameter, Multi-Data X-Ray Schlumberger-Doll Research, USA Organizer: Jon Hauenstein Tomography 10:30-10:55 Global Sensitivity Analysis North Carolina State University, USA Eric Miller, Hamideh Rezaee, Brian Tracey, for Large Eddy Simulation Models 10:30-10:55 Symbolic-Numeric and Misha E. Kilmer, Tufts University, Cosmin Safta, Michael S. Eldred, Xun Huan, Certification of Algebraic Sets USA Zachary Vane, Guilhem Lacaze, Joseph C. Tulay Akoglu, North Carolina State Oefelein, Khachik Sargsyan, and Habib N. 11:00-11:25 Estimating Singular and University, USA; Jonathan Hauenstein, Najm, Sandia National Laboratories, USA Generalized Singular Value Bases University of Notre Dame, USA; Bernard Using Noise Revealing Techniques 11:00-11:25 Probabilistic Evaluation Mourrain, Inria Sophia Antipolis, France; Anthony Helmstetter and Rosemary A. of Downhole Fluid Sampling via Fast Agnes Szanto, North Carolina State Renaut, Arizona State University, USA Proxy Modeling University, USA Morten Kristensen and Nikita Chugunov, 11:30-11:55 A Learning Approach for 11:00-11:25 Parallel Mixed Volume Schlumberger-Doll Research, USA Computing Regularization Parameters Computation Revisited for Tikhonov Regularization 11:30-11:55 Multifidelity Uncertainty Tianran Chen, Michigan State University, Malena I. Espanol, University of Akron, Quantification With Application to USA USA; Julianne Chung, Virginia Tech, USA CFD 11:30-11:55 Equivariant Gröbner bases Alireza Doostan, University of Colorado 12:00-12:25 Weighted Least Squares for of Symmetric Toric Ideals Boulder, USA; Gianluca Geraci, Stanford an Image Deblurring Inverse Problem Robert Krone, Queen’s University, Canada University, USA; Hillary Fairbanks, James G. Nagy, Emory University, USA; University of Colorado Boulder, USA; 12:00-12:25 Numerical Algebraic Marie Kubinova, Czech Academy of Gianluca Iaccarino, Stanford University, Geometry and Synchronization of Sciences, Czech Republic USA Coupled Phase Oscillators Noah S. Daleo, Worcester Polytechnic 12:00-12:25 Quantifying the Impacts Institute, USA of Parametric Uncertainty in Biogeochemistry in the ACME Land Model Daniel Ricciuto, Oak Ridge National Laboratory; Khachik Sargsyan, Sandia National Laboratories, USA; Peter Thornton, Oak Ridge National Laboratory, USA 2016 SIAM Annual Meeting 53

Tuesday, July 12 Tuesday, July 12 11:30-11:55 Fast Huygens Sweeping Method for Helmholtz Equation in High MS38 MS39 Frequency Regime Songting Luo, Iowa State University, USA; Chaotic High-Fidelity Computational Method for Jianliang Qian, Michigan State University, Simulations and Design - Waves in Inhomogeneous USA; Robert Burridge, University of New Part I of II Media with Applications - Mexico, USA Part I of II 12:00-12:25 The Method of Polarized 10:30 AM-12:30 PM Traces for the Helmholtz Equation Room:BCEC Room 252A 10:30 AM-12:30 PM Laurent Demanet, Massachusetts Institute For Part 2 see MS53 Room:BCEC Room 259A of Technology, USA; Leonardo Zepeda- Nunez, University of California, Irvine, High fidelity simulations can revolutionize For Part 2 see MS54 technology. Relying on first-principle USA; Russell Hewett, Total E&P, USA; Many modern micro/nano scale devices such Matthias Taus, University of Texas, USA; physics, not empirical laws, they let as solar cells, diffraction gratings, surface innovators explore designs that differ from Adrien Scheuer, Universite Catholique de plasmons, as well as classical geological Louvain, Belgium existing technologies. When predictive high- prospecting, rely on wave scattering in fidelity simulations become widely available, inhomogeneous media. Therefore, robust it will greatly accelerate technology and fast computational methods play an innovation. Great mathematics can originate important role optimizing and developing from high-fidelity simulations and design. such technology. However, because of added Particularly interesting is chaotic behavior complexity in both structures and material Tuesday in many large- scale simulations, including properties, accurate and robust numerical turbulent flows and flow-induced vibrations. simulation is challenging in all aspects, For example, these simulations can break from the formulation of the problem to the conventional way of sensitivity analysis, numerical solver. This minisymposium will offering opportunity for new analysis and discuss recent advances and challenges in both new methods. This, and other mathematical computational methods and applications. problems in large-scale, chaotic simulations for design and optimization, is the theme of Organizer: Min Hyung Cho his minisymposium. University of Massachusetts, Lowell, USA Organizer: Qiqi Wang Organizer: Jun Lai Massachusetts Institute of Technology, USA Courant Institute of Mathematical Sciences, New York University, USA Organizer: Jason E. Hicken Rensselaer Polytechnic Institute, USA Organizer: Carlos C. Borges Courant Institute of Mathematical Sciences, 10:30-10:55 Chaos in High-Fidelity New York University, USA Simulation and Design Qiqi Wang, Massachusetts Institute of 10:30-10:55 Direct Scattering by Technology, USA Penetrable Media Sivaram Ambikasaran, Indian Institute of 11:00-11:25 Mathematical and Science, Bangalore, India; Carlos C. Computational Challenges in High- Borges, Courant Institute of Mathematical Fidelity Aero-Thermal Design Sciences, New York University, USA; Gregory Laskowski and James Kopriva, GE Leslie Greengard, Simons Foundation Aviation, USA and Courant Institute of Mathematical 11:30-11:55 Adjoint-Based Sensitivity Sciences, New York University, USA; Analysis for Large-Scale Unsteady Lise-Marie Imbert-Gerard, Courant Institute and Chaotic Aerodynamic of Mathematical Sciences, New York Simulations University, USA; Felipe Vico, Universidad Eric Nielsen, NASA Langley Research Politecnica de Valencia, Spain Center, USA; Boris Diskin, National 11:00-11:25 A Multi-modes Monte Institute of Aerospace, USA; Qiqi Wang Carlo Method for Wave Scattering in and Patrick Blonigan, Massachusetts Random Media Institute of Technology, USA Junshan Lin, Auburn University, USA; Cody 12:00-12:25 A Krylov-Inspired Lorton, University of West Florida, USA; Optimization Method for Noisy Xiaobin Feng, University of Tennessee, Derivatives USA Jason E. Hicken and Anthony Ashley, Rensselaer Polytechnic Institute, USA

continued in next column 54 2016 SIAM Annual Meeting

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS40 MS41 MS42 Computational Modeling Dynamic Data Driven Mining in Graph Data - and Numerical Simulation Applications Systems - Part I of II of Nonlocal Problems - Part I of II 10:30 AM-12:30 PM Part I of II 10:30 AM-12:30 PM Room:BCEC Room 256 10:30 AM-12:30 PM Room:BCEC Room 252B For Part 2 see MS59 Room:BCEC Room 257B For Part 2 see MS56 Organized by SIAG/DMA For Part 2 see MS55 Dynamic Data Driven Applications Systems Graphs and networks are abundant in real Numerical solution of nonlocal problems (DDDAS) is a paradigm whereby the world data, e.g., computer networks, the remains a challenge, and requires new computation and instrumentation aspects nation’s electric grid, and shipping data from approaches to design robust, efficient and of a system are dynamically integrated around the world. All of these sources of data predictive numerical methods. The goal of in a feedback control loop. Sensor data can be written in terms of entities (vertices) this minisymposium is to bring together can be dynamically incorporated to affect and relationships (edges). Mining this kind of researchers working on different applications the system’s operation, and in reverse, data for patterns or using machine learning related to nonlocal models and present the executing model can control the and classification algorithms is an increasingly approaches for their numerical solution. instrumentation. The minisymposium difficult task due to the size and complexity of This minisymposium will be organized in presents advances in DDDAS methods, the graphs. two parts; the first session is focused on which draw on fields such as sensor fusion, Organizer: Jennifer B. Webster reduced modeling, inverse problems, data mathematical models and the second session Pacific Northwest National Laboratory, USA on numerical methods for their solution. assimilation, uncertainty quantification, and decision support. Organizer: Mahantesh Tuesday Organizer: Marta D’Elia Halappanavar Organizer: Karen E. Willcox Sandia National Laboratories, USA Pacific Northwest National Laboratory, USA Massachusetts Institute of Technology, USA Organizer: Pavel Bochev Organizer: Emilie Hogan Organizer: Kamran Mohseni Sandia National Laboratories, USA Pacific Northwest National Laboratory, USA University of Florida, USA 10:30-10:55 Nonlocal Modeling 10:30-10:55 Understanding Data – 10:30-10:55 Proper Symplectic and Computations for Diffusion and Graphs and Their Uses Decomposition for Model Reduction Mechanics Jennifer B. Webster, Pacific Northwest of Forced and Dissipative Max Gunzburger, Florida State University, National Laboratory, USA USA Hamiltonian Systems Liqian Peng and Kamran Mohseni, 11:00-11:25 Finding Reliable 11:00-11:25 Non-Local University of Florida, USA Communities in Complex Networks Approximations of Boundary Value Sanjukta Bhowmick, University of Nebraska, 11:00-11:25 Dynamic Data-Driven Problems Omaha, USA Alexandre M. Tartakovsky, Pacific Northwest Decisions for Real-Time Adaptive National Laboratory, USA Aircraft Path Planning 11:30-11:55 Mining Citation Networks Victor Singh and Karen E. Willcox, in the Scholarly Literature 11:30-11:55 Adding More Realistic Massachusetts Institute of Technology, Jevin West, University of Washington, USA Solvent Structure to Nonlocal USA Electrostatics 12:00-12:25 A Combinatorially- Baihua Ren, Spencer Goossens, and Jaydeep 11:30-11:55 A Closed-Loop Context Interpretable Matrix Factorization Bardhan, Northeastern University, USA Aware Data Acquisition and for Network Community Structure Resource Allocation Framework for Evaluation 12:00-12:25 Classical Density Dynamic Data Driven Applications Hongyuan Zhan and Kamesh Madduri, Functional Theory of Electrolyte Systems (DDDAS) on the Cloud Pennsylvania State University, USA Solutions Mohammad Maifi Hasan Khan, University Amalie Frischknecht, Sandia National of Connecticut, USA Laboratories, USA 12:00-12:25 A Non-Parametric Framework for Inference Using Dynamically Deformed and Targeted Manifolds SIAM Presents Sai Ravela, Massachusetts Institute of Since 2008, SIAM has Technology, USA recorded many Invited Lectures, Prize Lectures, and selected Minisymposia from various conferences. These are available by visiting SIAM Presents (http://www.siam.org/meetings/presents.php). 2016 SIAM Annual Meeting 55

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS43 MS44 MS45 Novel Numerical Methods Numerical Methods for Recent Advances in for PDEs - Part I of II Plasmonics and Optics - High-Order Discontinuous 10:30 AM-12:30 PM Part I of II Galerkin Methods - Room:BCEC Room 257A 10:30 AM-12:30 PM Part I of II For Part 2 see MS60 Room:BCEC Room 255 10:30 AM-12:30 PM Approximation of the solutions associated For Part 2 see MS61 Room:BCEC Room 254A with PDEs has been one of the major The main purpose of this minisymposium For Part 2 see MS62 research interests in the computational/ is to bring together specialists in the fields applied science. This is because of the rapid Discontinuous Galerkin (DG) methods of plasmonics and optics. The last decades have attracted considerable attention in growth of the complexity in engineering/ have seen an impressive advance in the scientific problems involving PDEs in recent computational science and engineering understanding of electromagnetics and community because they possess a years. Thus, to a large extent, a major thrust acoustics. In particular, algorithm design, in these communities has been to improve number of desirable properties for solving analysis, application and implementations partial differential equations such as local the collective ability to develop new novel of mathematical models in the area are now numerical approaches to solve complicated conservation, high-order accuracy easy at the heart everyday technologies such as parallelization, and enabling adaptivity, PDEs. Traditionally, a set of PDEs is seismic imaging, underwater acoustics, and Tuesday solved numerically by such approaches to name a few. In this minisymposium, biomathematics; nevertheless some very the speakers will address theoretical and as FDM, FEM, FVM, BEM, etc. In this important issues still remain open. This mini minisymposium, we aim to introduce a few computational issues such as stability, optimal symposium is meant to be a platform to convergence order, sparse discretization, novel numerical methods for solving various exchange ideas on these problems. kinds of PDEs. (hp)-adaptivity, application of DG methods Organizer: Youngjoon Hong to real-world problems, and their efficient Organizer: Guangming Yao University of Ilinois at Chicago, USA implementations. Clarkson University, USA Organizer: David P. Nicholls Organizer: Jaime Peraire 10:30-10:55 High-Order Time- University of Ilinois at Chicago, USA Massachusetts Institute of Technology, USA Stepping for Nonlinear PDEs Through Componentwise Approximation of 10:30-10:55 A High-Order Perturbation Organizer: Pablo Fernandez Matrix Functions of Surfaces/Asymptotic Waveform Massachusetts Institute of Technology, USA James V. Lambers, University of Southern Evaluation (HOPS/AWE) Method for 10:30-10:55 Adaptive HDG Schemes Mississippi, USA Two-Dimensional Grating Scattering on Near-Optimal Meshes Problems Georg May and Ajay Rangarajan, RWTH 11:00-11:25 Numerical Simulation David P. Nicholls , University of Ilinois at Aachen, Germany of Turing Pattern Formation by Chicago, USA Edge-Based Smoothed Radial Point 11:00-11:25 HDG Methods for Interpolation Method (ES-RPIM) 11:00-11:25 Simulation of Dispersive Nonlinear Elasticity Wen Li and Guangming Yao, Clarkson Effects in Dielectric-Metal Structures in Jiguang Shen and Bernardo Cockburn, University, USA; G.R. Liu, University of the Time Domain University of Minnesota, USA Cincinnati, USA Michael Jenkinson, Rensselaer Polytechnic Institute, USA 11:30-11:55 Superconvergent Hdg 11:30-11:55 Solving Differential Methods for Third-Order Linear Equations Using Chebyshev Inner 11:30-11:55 The Windowed Green Equations in One-Space Dimension Products Function Method Bo Dong and Yanlai Chen, University of Oscar P. Bruno Joseph Kolibal, University of New Haven, , California Institute of Massachusetts, Dartmouth, USA; Bernardo USA; Jame Quinlan, University of New Technology, USA Cockburn, University of Minnesota, USA England, USA 12:00-12:25 Efficient Algorithms for the 12:00-12:25 Analysis of the HDG 12:00-12:25 A Localized Radial Basis Simulation of Wave Propagation in Method for the Stokes-Darcy Coupling Function Method for Solving Diffusion Periodic Media Filander A. Sequeira, Universidad Nacional Catalin Turc and Yassine Boubendir, New Equations de Costa Rica, Costa Rica; Gabriel Gatica, Jersey Institute of Technology, USA Guangming Yao and Wen Li, Clarkson Universidad de Concepcion, Chile University, USA 56 2016 SIAM Annual Meeting

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS46 MS47 MS48 Reduced Order Modeling Showcasing Diversity: Student Days: Student Techniques in Uncertainty Women in Mathematical Chapter Presentations Quantification - Part II of II Biology 10:30 AM-12:30 PM 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:Commonwealth B - Concourse Level Room:Grand Ballroom B - Councourse Level Room:Commonwealth A - Concourse Level For Part 2 see MS34 For Part 4 see MS63 For Part 1 see MS32 Part of the SIAM Workshop Celebrating Student Days session organized by the SIAM Uncertainty quantification is a modern Diversity Education Committee. mainstay in computational science, with Four minority women mathematicians will several outstanding challenges. For example, discuss their research on mathematical Organizer: Daniel Eckhardt coping with simulations and experiments problems with applications to the Biological Rensselaer Polytechnic Institute, USA of varying fidelities and representing and the Medical Sciences. The talks will Organizer: Nguyenho Ho physics at different scales is exacerbated feature the use of a range of pure and applied Worcester Polytechnic Institute, USA by the high-dimensional nature of models. mathematical tools ranging from algebraic Organizer: Melody Takeuchi Recent advances in reduced order modeling topology to numerical techniques. This Tufts University, USA techniques allow practitioners nowadays session will showcase the work of four to successfully tackle some of these junior, female mathematical biologists who 10:30-10:45 Analysis of the Open pressing problems using computationally are working to establish themselves at the top Pit Mining Problem from a Shape tenable algorithms. The purpose of this of their profession. Optimization Perspective minisymposium is to bring together Nicolás Barnafi and Felipe Rivera, Pontificia researchers who have contributed to the Organizer: Shelby Wilson Universidad Católica de Chile, Chile Tuesday advancement of reduced order modeling Morehouse College, USA 10:50-11:05 Internal Numerical strategies in UQ, to present novel and 10:30-10:55 Optimal Scheduling Differentiation Approach for Parameter promising methods, and to discuss future of Antiangiogenic and Estimation for Two-Dimensional Partial trends for research. Chemotherapeutic Cancer Differential Equation Problems Treatments Organizer: Yanlai Chen Anja Bettendorf, Heidelberg University, Shelby Wilson, Morehouse College, USA University of Massachusetts, Dartmouth, USA Germany 11:00-11:25 Statistical Text Analysis of Organizer: Andrea Manzoni 11:10-11:25 Modeling Self-Shading of Guyanese Suicide-related News Data École Polytechnique Fédérale de Lausanne, Light on Kelp Growth in Aquaculture Calandra Tate Moore, City College of Switzerland Operations CUNY, USA Oliver Evans, University of Akron, USA Organizer: Akil Narayan 11:30-11:55 Discussion on a “Possible” University of Utah, USA 11:30-11:45 Pediatric ECG Feature Biological Application of Knot Floer Identification 10:30-10:55 Active Subspaces for Homology Emily Hendryx, Rice University, USA Dimension Reduction in Parameter Candice Price, Taylor Martin, and Brandy Studies Doleshal, Sam Houston State University, 11:50-12:05 Generating Audio Mixtures Paul Constantine, Colorado School of Mines, USA Using Deep Convolutional Neural USA Networks 12:00-12:25 A Structured Two-Stage Ariel Herbert-Voss, Dusstin Webb, and 11:00-11:25 Asymptotically Exact Population Model with Migration Suresh Venkatasubramanian, University of MCMC Using Local Approximations in Selenne Banuelos, California State Utah, USA Likelihood-Informed Subspaces University, Channel Islands, USA Andrew D. Davis and Youssef M. Marzouk, 12:10-12:25 A Second Order Time Massachusetts Institute of Technology, Homogenized Model for Sediment USA Transport Jiang Yuchen and Ruo Li, Peking University, 11:30-11:55 Reduced Basis Anova Methods for Partial Differential China; Shuonan Wu, Pennsylvania State Equations with High-Dimensional University, USA Random Inputs Qifeng Liao, ShanghaiTech University, China; Guang Lin, Purdue University, USA 12:00-12:25 Stochastic Collocation with Multi-Fidelity Models Xueyu Zhu, Dongbin Xiu, and Akil Narayan, University of Utah, USA 2016 SIAM Annual Meeting 57

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS155 CP7 CP8 Recent Advances in Control and Systems Theory Numerical Optimization and Nonlinear Optimization 10:30 AM-12:30 PM Applications 10:30 AM-12:30 PM Room:Commonwealth C - Concourse Level 10:30 AM-11:50 AM Room:Otis - Lobby Level Chair: Nihav K. Dhawale, , Room:BCEC Room 251 Organized by SIAG/OP USA Chair: Yunan Yang, University of Texas at Austin, USA In this minisymposium, the presenters will 10:30-10:45 Running and Falling: Dynamics on Rough Terrains talk about their recent work in nonlinear 10:30-10:45 Optimal Transport for Nihav K. Dhawale, Yale University, USA; optimization. These talks focus on problems Seismic Full Waveform Inversion Shreyas Mandre, Brown University, where either second-order information is Yunan Yang and Bjorn Engquist, University USA; Madhusudhan Venkadesan, Yale unavailable or there is inherent special of Texas at Austin, USA; Brittany Froese, University, USA structure in the objective function. New Jersey Institute of Technology, USA Organizer: Jennifer Erway 10:50-11:05 Null Controllability of a 10:50-11:05 Globally Convergent Non-Linear System Governed by a Wake Forest University, USA Semismooth Newton Methods in Nonlocal Operator Nonsmooth Regularization 10:30-10:55 Manifold Sampling for Carole Louis-Rose, Université des Antilles, Thorsten Raasch, University of Mainz, Nonconvex Piecewise Continuously France Germany Tuesday Differentiable Functions Jeffrey M. Larson, Stefan Wild, and Kamil 11:10-11:25 The Stochastic Linear 11:10-11:25 On the Solution of Khan, Argonne National Laboratory, Quadratic Control Problem on Hilbert Operator Equation Problems with USA; Matt Menickelly, Lehigh Spaces: Theory and Applications Application to Preisach Density Hermann Mena, University of Innsbruck, University, USA Estimation Austria Yu Hua and Ram V. Iyer, Texas Tech 11:00-11:25 Cubic Regularization for 2 University, USA First-Order Methods 11:30-11:45 An Efficient O(n ) Hande Y. Benson, Drexel University, USA Algorithm for Solving the Dynamic 11:30-11:45 Development of An Matching Problem in TFT-LCD Cell Effective Collaboration Scheme 11:30-11:55 Inexact Alternating Assembly Process for Multiple Carriers Based on Direction Algorithm for Separable Shine-Der Lee, National Cheng Kung Data Mining and Meta-Heuristic Convex Optimization University, Taiwan; Pei-Shiun Lee, AUX Optimization Approach Hongchao Zhang, Louisiana State Optronics, Taiwan Fu-Shiung Hsieh, Chaoyang University of University, USA; William Hager, Technology, Taiwan University of Florida, USA 11:50-12:05 Direct Adaptive Control, Direct Optimization 12:00-12:25 A Trust-Region Method Felipe M. Pait, University of Sciences in for Sparse Recovery Philadelphia, USA; Rodrigo Romano, Lasith Adhikari, University of California, Instituto Maua de Tecnologia, Brazil Prizes and Awards Merced, USA; Jennifer Erway and 12:10-12:25 Boundary Observation in Luncheon (Offsite at the Shelby Lockhart, Wake Forest University, connected Convention USA; Roummel F. Marcia, University Shape Optimization Dan I. Tiba, Romanian Academy, Romania of California, Merced, USA; Robert Center - BCEC) Plemmons, Wake Forest University, USA 12:30 PM-2:30 PM Room:BCEC Room 253ABC Connected by Skywalk from the Westin 58 2016 SIAM Annual Meeting

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS50 SP2 MS49 Advances in Uncertainty The John von Neumann Advances in Numerical Quantification for Industrial Lecture: Satisfiability and Linear Algebraic Applications - Part II of II Combinatorics Techniques for Inverse 4:00 PM-6:00 PM Problems - Part II of II 2:30 PM-3:30 PM Room:Grand Ballroom A - Councourse Level Room:Grand Ballroom - Concourse Level 4:00 PM-6:00 PM For Part 1 see MS36 Chair: L. Pamela Cook, University of Room:BCEC Room 254B The importance of uncertainty quantification Delaware, USA For Part 1 see MS35 (UQ) for reliable predictions, system The Satisfiability Problem, which asks Organized by SIAG/LA performance and risk assessment, decision- making is widely recognized and remains an whether or not a given Boolean formula can Inverse problems appear in several be satisfied for some values of its variables, active area of research. Substantial progress prominent applications, such as image has been made in adopting and combining has long been thought to be computationally deblurring, medical image reconstruction, hopeless. Indeed, SAT is the well-known various approaches including model baggage screening and imaging the reduction, surrogate modeling, Bayesian “Poster Child” for NP-complete problems. subsurface of the earth. Due to the scale of But algorithmic breakthroughs have made inference, data assimilation and compression, the forward problems and the sensitivity variance- based decomposition, to address it possible for many important special cases of the reconstruction/restoration to noise of the problem to be solved efficiently. practical challenges across different domains. in the data, sophisticated numerical linear This minisymposium focuses on recent Industrial-strength “SAT solvers” have algebraic techniques need to be employed become a billion-dollar industry, and they advances in UQ approaches and covers a to recover quality images. The talks in this wide range of their industrial applications Tuesday play a vital part in the design of contemporary minisymposium focus on developing and computers. The speaker will explain how the including geosciences, climate modeling and using these techniques to combat various computational fluid dynamics. new SAT technology also helps us to solve computational bottlenecks associated with a wide variety of problems that belong to solving inverse problems. Organizer: Khachik Sargsyan combinatorial mathematics. Sandia National Laboratories, USA Organizer: Misha E. Kilmer Donald E. Knuth Tufts University, USA Organizer: Nikita Chugunov Stanford University, USA Schlumberger-Doll Research, USA 4:00-4:25 Solving Inverse Modeling in Subsurface Hydrology Using a 4:00-4:25 A Surrogate Accelerated Computationally Efficient Levenberg- Multicanonical Monte Carlo Method Coffee Break Marquardt Algorithm for Uncertainty Quantification Jinglai Li and Keyi Wu, Shanghai Jiao Tong 3:30 PM-4:00 PM Youzuo Lin, Dan O’Malley, and Velimir V. Vesselinov, Los Alamos National University, China; Guang Lin, Pacific Room:Galleria Level Laboratory, USA Northwest National Laboratory, USA 4:30-4:55 Reduced Order Modeling in 4:30-4:55 Multifidelity Reliability Photoacoustic Tomography Analysis Sarah Vallelian, Statistical and Applied Dongbin Xiu, University of Utah, USA Mathematical Sciences Institute, USA; 5:00-5:25 Subsurface Flow Model Arvind Saibaba, North Carolina State Calibration Under Uncertain Geologic University, USA Scenarios 5:00-5:25 Inner-Outer Krylov Methods Azarang Golmohammadi and Benham for Diffuse Optical Tomographic Jafarpour, University of Southern Image Reconstruction California, USA Meghan O’Connell and Misha E. Kilmer, 5:30-5:55 Fast Deployment of Tufts University, USA; Eric De Sturler, Surrogate Modelling-Based Serkan Gugercin, and Christopher A. Uncertainty Quantification Techniques Beattie, Virginia Tech, USA Using UQLab 5:30-5:55 Optimization via Parametric Stefano Marelli and Bruno Sudret, ETH Model Reduction with Stochastic Error Zürich, Switzerland Estimates Drayton Munster and Eric De Sturler, Virginia Tech, USA 2016 SIAM Annual Meeting 59

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS51 MS52 MS53 Applications of Algebraic AWM Meeting - Workshop: Chaotic High-Fidelity Geometry - Part II of II Career Panel: Addressing the Simulations and Design - 4:00 PM-6:00 PM Challenges Facing Female Part II of II Room:Grand Ballroom CDE - Councourse Scientists and Mathematicians 4:00 PM-5:30 PM Level 4:00 PM-6:00 PM Room:BCEC Room 252A For Part 1 see MS37 Room:BCEC Room 253A For Part 1 see MS38 Problems from various application areas High fidelity simulations can revolutionize can be pitched as polynomial systems. Sponsored by Association for Women in technology. Relying on first-principle Recent examples include problems from Mathematics (AWM) physics, not empirical laws, they let string theory, optimization, systems biology, This panel will bring together leading female innovators explore designs that differ from and kinematics. Algebraic geometry is mathematicians from academia, industry, national existing technologies. When predictive high- the mathematical area devoted to the labs and funding agencies, who will talk about the fidelity simulations become widely available, study of polynomial systems and their challenges they encountered on their career paths it will greatly accelerate technology solution sets. This minisymposium brings and share lessons they learned along the way. innovation. Great mathematics can originate together speakers representing several There will be opportunities to ask questions and from high-fidelity simulations and design. areas of applications of algebraic geometry, hear their advice on a variety of different topics Particularly interesting is chaotic behavior Tuesday particularly those making use of numerical in an informal discussion. We welcome graduate in many large-scale simulations, including methods. Topics vary from specific students, postdocs as well as more seasoned turbulent flows and flow-induced vibrations. applications (e.g., synchronization of coupled researchers to join us for this unique opportunity For example, these simulations can break phase oscillators) to general computational to discuss issues that affect female scientists and conventional way of sensitivity analysis, techniques (e.g., certification of numerical mathematicians. offering opportunity for new analysis and results and parallel computation). Organizer: Hoa Nguyen new methods. This, and other mathematical Organizer: Dan Bates Trinity University, USA problems in large-scale, chaotic simulations Colorado State University, USA for design and optimization, is the theme of Organizer: Laura Ellwein his minisymposium. Organizer: Jonathan Hauenstein Virginia Commonwealth University, USA University of Notre Dame, USA Organizer: Qiqi Wang Organizer: Maria Emelianenko Massachusetts Institute of Technology, USA Organizer: Daniel Brake George Mason University, USA University of Notre Dame, USA Organizer: Jason E. Hicken Rensselaer Polytechnic Institute, USA 4:00-4:25 Understanding Quantum Panelists Adiabatic Computing via Numerical Lynn Apfel 4:00-4:25 Output Error Estimation for Algebraic Geometry U.S. Department of Defense, USA Chaotic Systems Matthew Niemerg, Fields Institute for Yukiko Shimizu and Krzysztof Fidkowski, Research in Mathematical Sciences, Lisa J. Fauci University of Michigan, USA Canada; Lei Zhixian and Xun Gao, Tulane University, USA 4:30-4:55 Stabilized Unsteady Adjoint Tsinghua University, China Rachel Levy of Large Eddy Simulations 4:30-4:55 Numerical Algebraic Harvey Mudd College, USA Chaitanya Talnikar, Massachusetts Institute Geometry and Multiparameter of Technology, USA Equations of State Christine Tobler 5:00-5:25 Non-Intrusive Lease Square Jonathan Hauenstein, Alan Liddell, Dhagash MathWorks, USA Shadowing Sensitivity Analysis via Mehta, and Hythem Sidky, University of Projection Notre Dame, USA Angxiu Ni, Massachusetts Institute of 5:00-5:25 Heuristic Methods for Technology, USA Choosing Paths In Homotopy Methods Tim E. Hodges, Colorado State University, USA 5:30-5:55 Numerical Algebraic Geometry for Exploring Systems Biology Models Kee-Myoung Nam, Harvard Medical School, USA 60 2016 SIAM Annual Meeting

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Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS54 MS55 MS56 Computational Method for Computational Modeling Dynamic Data Driven Waves in Inhomogeneous and Numerical Simulation Applications Systems - Media with Applications - of Nonlocal Problems - Part II of II Part II of II Part II of II 4:00 PM-6:00 PM 4:00 PM-6:00 PM 4:00 PM-6:00 PM Room:BCEC Room 252B Room:BCEC Room 259A Room:BCEC Room 257B For Part 1 see MS41 For Part 1 see MS39 For Part 1 see MS40 Dynamic Data Driven Applications Systems Many modern micro/nano scale devices such Numerical solution of nonlocal problems (DDDAS) is a paradigm whereby the as solar cells, diffraction gratings, surface remains a challenge, and requires new computation and instrumentation aspects plasmons, as well as classical geological approaches to design robust, efficient and of a system are dynamically integrated prospecting, rely on wave scattering in predictive numerical methods. The goal of in a feedback control loop. Sensor data inhomogeneous media. Therefore, robust this minisymposium is to bring together can be dynamically incorporated to affect and fast computational methods play an researchers working on different applications the system’s operation, and in reverse, important role optimizing and developing related to nonlocal models and present the executing model can control the such technology. However, because of added approaches for their numerical solution. instrumentation. The minisymposium complexity in both structures and material This minisymposium will be organized in presents advances in DDDAS methods, Tuesday properties, accurate and robust numerical two parts; the first session is focused on which draw on fields such as sensor fusion, simulation is challenging in all aspects, mathematical models and the second session reduced modeling, inverse problems, data from the formulation of the problem to the on numerical methods for their solution. assimilation, uncertainty quantification, and numerical solver. This minisymposium will decision support. discuss recent advances and challenges in Organizer: Marta D’Elia Sandia National Laboratories, USA Organizer: Karen E. Willcox both computational methods and applications. Massachusetts Institute of Technology, USA Organizer: Min Hyung Cho Organizer: Pavel Bochev Sandia National Laboratories, USA Organizer: Kamran Mohseni University of Massachusetts, Lowell, USA University of Florida, USA Organizer: Jun Lai 4:00-4:25 for One Dimensional Nonlocal Diffusion 4:00-4:25 Data-Driven Optimal Courant Institute of Mathematical Sciences, Equations Learning for Dynamic Online Flight New York University, USA Qingguang Guan, Florida State University, Capability Estimation for Self-Aware Organizer: Carlos C. Borges USA; Xiaoping Zhang, Wuhan University, Aerospace Vehicles Courant Institute of Mathematical Sciences, China; Max Gunzburger, Florida State Doug Allaire, Texas A&M University, USA New York University, USA University, USA 4:30-4:55 Reduced-Space Gaussian 4:00-4:25 Fundamental Limits to Wave 4:30-4:55 Finite Element Process Regression Forecast for Scattering in Linear Media Approximations of Nonlocal Nonlinear Dynamical Systems Owen D. Miller, Massachusetts Institute of Electrostatics Models Zhong Yi Wan and Themistoklis Sapsis, Technology, USA Bin Zheng, Pacific Northwest National Massachusetts Institute of Technology, USA 4:30-4:55 Accurate and Efficient Laboratory, USA Nystrom Volume Integral Equation 5:00-5:25 Simulation of Nonlocal 5:00-5:25 Real-Time Vehicle Method for the Maxwell Equations for Electrostatics in Python Using Fenics Detection and Tracking Dddas Using 3-D Scatterers and Bem++ Hyperspectral Features from Aerial Duan Chen and Wei Cai, University of North Ali Mehdizadeh Rahimi, Northeastern Video Carolina, Charlotte, USA; Min Hyung University, USA Matthew J. Hoffman, Rochester Institute of Cho, University of Massachusetts, Lowell, Technology, USA 5:30-5:55 Multiscale Schwarz Coupling USA; Brian Zinser, University of North 5:30-5:55 Dynamic Data-Driven Carolina, Charlotte, USA for Capturing Boundary Effects in Dilute Charged Particle Systems Modeling of Multi-Stage Nanocrystal 5:00-5:25 Second Kind Integral James Cheung, Florida State University, USA Growth Using in-Situ Tem Video Data Equation Formulation for Mode Yu Ding, Texas A&M University, USA Calculation of Optical Waveguides Jun Lai, Courant Institute of Mathematical Sciences, New York University, USA; Shidong Jiang, New Jersey Institute of Technology, USA 5:30-5:55 Computation of Electromagnetic Fields Due to a Dipole Source in Multilayered Media Min Hyung Cho, University of Massachusetts, Lowell, USA 62 2016 SIAM Annual Meeting

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS57 MS58 MS59 Fluid Physics and Forecasting from Big, Noisy Mining in Graph Data - Advanced Numerical Data: Challenges and Part II of II Methods for Chemical Techniques 4:00 PM-6:00 PM Enhanced Oil Recovery 4:00 PM-6:00 PM Room:BCEC Room 256 4:00 PM-6:00 PM Room:Grand Ballroom B - Concourse Level For Part 1 see MS42 Room:BCEC Room 251 The so-called “four Vs” of big data (volume, Organized by SIAG/DMA In this minisymposium, the speakers will velocity, variety, and veracity) combine to Graphs and networks are abundant in real present recent recent results on control of make big data uniquely noisy. This gives rise world data, e.g., computer networks, the fluid flow related instabilities that arise in to mathematical challenges for practitioners nation’s electric grid, and shipping data displacement processes of many injection of predictive analytics seeking reliable from around the world. All of these sources policies of chemical enhanced oil recovery. forecasts based on big data. We will discuss of data can be written in terms of entities Large scale simulation of a new global these challenges and present techniques (vertices) and relationships (edges). Mining pressure based formulation modeling for overcoming them drawn from applied this kind of data for patterns or using machine multiphase multi-component multi-physics mathematics and allied disciplines, including learning and classification algorithms is an porous media flows in heterogeneous media computer science, network science, and increasingly difficult task due to the size and using a discontinuous FEM plus MMOC statistical learning theory. complexity of the graphs. based hybrid method will also be presented. Organizer: Joseph R. Zipkin Organizer: Jennifer B. Webster Organizer: Prabir Daripa Massachusetts Institute of Technology, USA Pacific Northwest National Laboratory, USA Texas A&M University, USA 4:00-4:25 Mathematical Challenges Organizer: Mahantesh Tuesday 4:00-4:25 Physical and Mathematical in Predictive Analytics Halappanavar Modeling of Chemical Enhanced Oil Joseph R. Zipkin, Massachusetts Institute of Pacific Northwest National Laboratory, USA Technology, USA Recovery Organizer: Emilie Hogan Prabir Daripa, Texas A&M University, 4:30-4:55 Predicting Events Using Pacific Northwest National Laboratory, USA USA Diverse Ensemble Models Amy Sliva, Charles River Analytics, USA 4:00-4:25 How Can We Learn from a 4:30-4:55 Numerical Analysis of a Trillion-Edge Graph? Hybrid Method and Large Scale 5:00-5:25 Probabilistic Forecasting in David Haglin, Pacific Northwest National Simulation Results of SP-Flooding the Presence of Noisy and Conflicting Laboratory, USA Sourav Dutta and Prabir Daripa, Texas Evidence A&M University, USA Alexander Memory, Leidos, Inc., USA 4:30-4:55 Mining for Communities in Large-Scale Graphs 5:00-5:25 Forward and Inverse 5:30-5:55 Relational Object Analysis Ananth Kalyanaraman, Washington State Problems for Multiphase Flow Drives Multi-Modal Attack Prediction University, USA Through Porous Media (Roadmap) Subhendu Hazra, Bankura University, India Rebecca Cathey, BAE Systems, USA 5:00-5:25 Multiscale Anomaly Detection on Time-Varying Graph 5:30-5:55 Bayesian Framework for Data with Cyber Applications Validation of Models for Subsurface Robert A. Bridges, Oak Ridge National Flows Laboratory, USA Ahmad Jan, Oak Ridge National Laboratory, USA; Morteza Akbarabadi, University of 5:30-5:55 Mapping Communities Wyoming, USA; Marcio Borges, National Across Graphs via Edge Cover Laboratory for Scientific Computing, Ariful Azad and Aydin Buluc, Lawrence Brazil; Felipe Pereira, University of Berkeley National Laboratory, USA; Alex Texas at Dallas, USA; Mohammad Piri, Pothen, Purdue University, USA University of Wyoming, USA 2016 SIAM Annual Meeting 63

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS60 MS61 MS62 Novel Numerical Methods Numerical Methods for Recent Advances in for PDEs - Part II of II Plasmonics and Optics - High-Order Discontinuous 4:00 PM-6:00 PM Part II of II Galerkin Methods - Room:BCEC Room 257A 4:00 PM-6:00 PM Part II of II For Part 1 see MS43 Room:BCEC Room 255 4:00 PM-6:00 PM Approximation of the solutions associated For Part 1 see MS44 Room:BCEC Room 254A with PDEs has been one of the major The main purpose of this minisymposium For Part 1 see MS45 research interests in the computational/ is to bring together specialists in the fields applied science. This is because of the rapid Discontinuous Galerkin (DG) methods of plasmonics and optics. The last decades have attracted considerable attention in growth of the complexity in engineering/ have seen an impressive advance in the scientific problems involving PDEs in recent computational science and engineering understanding of electromagnetics and community because they possess a years. Thus, to a large extent, a major thrust acoustics. In particular, algorithm design, in these communities has been to improve number of desirable properties for solving analysis, application and implementations partial differential equations such as local the collective ability to develop new novel of mathematical models in the area are now numerical approaches to solve complicated conservation, high-order accuracy easy at the heart everyday technologies such as parallelization, and enabling adaptivity, PDEs. Traditionally, a set of PDEs is seismic imaging, underwater acoustics, and Tuesday solved numerically by such approaches to name a few. In this minisymposium, biomathematics; nevertheless some very the speakers will address theoretical and as FDM, FEM, FVM, BEM, etc. In this important issues still remain open. This mini minisymposium, we aim to introduce a few computational issues such as stability, symposium is meant to be a platform to optimal convergence order, sparse novel numerical methods for solving various exchange ideas on these problems. kinds of PDEs. discretization, (hp)-adaptivity, application Organizer: Youngjoon Hong of DG methods to real-world problems, and Organizer: Guangming Yao University of Ilinois at Chicago, USA their efficient implementations. Clarkson University, USA Organizer: David P. Nicholls Organizer: Jaime Peraire 4:00-4:25 Residue-Error Cross University of Ilinois at Chicago, USA Massachusetts Institute of Technology, USA Validation, a New Method On Selecting An Optimal Shape 4:00-4:25 Scalable High-Order Organizer: Pablo Fernandez Parameter For RBF Approximation Algorithms for Large-Scale Massachusetts Institute of Technology, USA Electromagnetic Systems L. H. Kuo, University of West Florida, USA 4:00-4:25 Iterative Methods for EDG MiSun Min, Argonne National Laboratory, USA 4:30-4:55 Fast Method of and HDG Approximate Particular Solutions with 4:30-4:55 Hybrid Numerical-Asymptotic Sander Rhebergen, University of Waterloo, Polyharmonic Splines As RBFs Boundary Element Methods for High Canada Frequency Scattering Anup R. Lamichhane, University of Southern 4:30-4:55 Output-Based Mesh and David Hewett, University of Reading, United Mississippi, USA Order Optimization for the Hybridized Kingdom 5:00-5:25 Method of Fundamental Discontinuous Galerkin Method Solutions Using Transformed Angular 5:00-5:25 High-Order Perturbation of Krzysztof Fidkowski and Johann Dahm, Basis Functions Surfaces Methods for Electromagnetic University of Michigan, USA scattering: Multi-Layered Periodic Huiqing Zhu, University of Southern 5:00-5:25 Sparse Grid Discontinuous Structure Mississippi, USA Galerkin Schemes for High- Youngjoon Hong, University of Ilinois at Dimensional PDEs 5:30-5:55 A Mixed Finite Element Chicago, USA Method for a Sixth Order Elliptic Da Ying, Michigan State University, USA 5:30-5:55 Analysis and Computation of Problem 5:30-5:55 An Adaptive SDG Method Topologically Protected Edge States in Bishnu P. Lamichhane, University of New for Incompressible Flows Castle, NSW, Australia Honeycomb Structures Jie Du, Chinese University of Hong Kong, Charles Fefferman, Princeton University, Hong Kong USA; James P. Lee-Thorp and Michael I. Weinstein, Columbia University, USA 64 2016 SIAM Annual Meeting

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS63 MS64 MS129 Student Days: An Informal Some Biological and Direct and Inverse Meeting with the Co-chairs Physical Models in Applied Scattering in and Invited Speakers Mathematics Electromagnetics and 4:00 PM-6:00 PM 4:00 PM-6:00 PM Optics - Part I of II Room:BCEC Room 253B Room:Commonwealth A - Concourse Level 4:00 PM-5:30 PM For Part 3 see MS48 Part of the SIAM Workshop Celebrating Room:Otis - Lobby Level For Part 5 see MS77 Diversity For Part 2 see MS147 Student Days session organized by the Applications of mathematics are broad and Electromagnetic wave scattering is Annual Meeting Organizing Committee far-reaching in both the specific branch encountered in wide range of applications Co-Chairs. This informal session provides of mathematics and the corresponding such as medical and biological imaging, opportunities for students to meet invited application. This minisymposium, proposed industrial design and identifications, optics speakers. This is your chance to ask under SIAM’s Workshop Celebrating and photonics, etc. The mathematical studies research or career questions, or listen to Diversity, brings together a wide range of of scattering problems pose significant advice provided by the experts. topics and mathematics that are currently in analytical and computational challenges. Organizer: David F. Gleich use. Whether looking at walking droplets, This minisymposium seeks to bring Purdue University, USA bone formation and metabolism, or together researchers to promote exchange photoreceptors, this collection of research of ideas, and present recent developments Organizer: Mary Silber talks will provide a range of topics in applied on the mathematical analysis and novel University of Chicago, USA mathematics and highlight the diversity of computational methods in this area.

Tuesday Participating invited speakers: problems and approaches within fields. Organizer: Songting Luo Tanya Y. Berger-Wolf, University of Iowa State University, USA Illinois, Chicago, USA; Freddy Bouchet, Organizer: Stephen Wirkus Arizona State University, USA ENS Lyon, France; Mark Embree, Organizer: Junshan Lin Virginia Tech, USA; Gary Froyland, Organizer: Erica Graham Auburn University, USA University of New South Wales, Bryn Mawr College, USA 4:00-4:25 Nonlinear Photoacoustic Australia; Nigel Goldenfeld, University Organizer: Raegan Higgins Tomography with Two-Photon of Illinois at Urbana-Champaign, USA; Texas Tech University, USA Absorption Bryan Grenfell, Princeton University, Kui Ren, University of Texas at Austin, USA USA; Karen Saxe, Macalester College, Organizer: Sue Minkoff USA; Bernd Sturmfels, University of University of Texas at Dallas, USA 4:30-4:55 Domain Decomposition Methods for the Solution of Multiple California, Berkeley, USA; Tadashi 4:00-4:25 Mathematical Modeling Scattering Problems Tokieda, University of Cambridge, of Fungal Infection in Immune Michael Pedneault and Catalin Turc, New United Kingdom and Stanford Compromised Individuals: The Effect Jersey Institute of Technology, USA University, USA; Stefan Wild, Argonne of Back Mutation on Drug Treatment National Laboratory, USA Stephen Wirkus, Arizona State University, 5:00-5:25 Computational Methods for USA Extremal Steklov Problems Eldar Akhmetgaliyev, Simon Fraser 4:30-4:55 Simulations of Walking University, Canada; Chiu-Yen Kao, Droplets in a Harmonic Potential Claremont McKenna College, USA; Kristin M. Dettmers, Massachusetts Institute Braxton Osting, University of Utah, USA of Technology, USA; Daniel Harris, University of North Carolina at Chapel Hill, USA; Anand Oza, Courant Institute of Mathematical Sciences, New York University, USA; Rodolfo R. Rosales and John W. Bush, Massachusetts Institute of Technology, USA 5:00-5:25 The Role of RdCVF in the Health of Cone Photoreceptors Erika T. Camacho, Arizona State University, USA 5:30-5:55 Mathematical Models for Bone Formation and Metabolism Alicia Prieto Langarica, Youngstown State University, USA 2016 SIAM Annual Meeting 65

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 CP9 CP10 SIAM Business Meeting (Class of 2016 Fellows Dynamics Optimization and will be recognized.) 4:00 PM-5:40 PM Operations Research 6:15 PM-7:15 PM Room:Commonwealth C - Concourse Level 4:00 PM-6:00 PM Room:Grand Ballroom AB- Concourse Level Chair: Kelum Gajamanna, Clarkson Room:Commonwealth B - Concourse Level Complimentary beer and wine will be served. University, USA Chair: Juliane Mueller, Lawrence Berkeley 4:00-4:15 Modeling the Segregation National Laboratory, USA of a Herd of Cows by Assessing 4:00-4:15 Ultra-High-Dimensional PP1 Hunger, Fatigue and Risk Optimization Approach to Poster and Dessert Kelum D. Gajamannage and Erik Bollt, Requirements Development for Clarkson University, USA; Mason A. Acquisition Programs Reception Porter and Marian Dawkins, University of Alexander Dessanti, Jack Gauthier, Stephen 8:00 PM-10:00 PM Oxford, United Kingdom Henry, and Matthew Hoffman, Sandia 4:20-4:35 Fractional Dynamics with National Laboratories, USA Room:Galleria Level Distributed Age Initial Condition 4:20-4:35 A Duality Approach Computational Exploration of Peter S. Straka and Gurtek Gill, University For Sparse Representation In Integrodifference Population Models of New South Wales, Australia Classification Kennedy Agwamba, Harvey Mudd College, Tuesday 4:40-4:55 Chaotic Behaviour Of Reinaldo Sanchez-Arias, Wentworth Institute USA The Shift Map On The Generalized of Technology, USA Uncertainty in Estimating Lead/Lag Symbol Space And Topological 4:40-4:55 Reference-Based Almost Relationships Conjugacy Stochastic Dominance Rules Seonmin Ahn, Brown University, USA; Tarini K. Dutta, Gauhati University, India with Application in Risk-Averse Deborah Khider, University of California, 5:00-5:15 Instability in Payoff Positive Optimization Santa Barbara, USA; Charles Lawrence, Game Dynamics Jian Hu, University of Michigan, Dearborn, Brown University, USA; Lorraine Dashiell Fryer, San Jose State University, USA Lisiecki, University of California, Santa USA Barbara, USA; Markus Kienast, Dalhousie 5:00-5:15 Epigraphical Convergence University, Canada 5:20-5:35 Network-Theoretic of Sample Averages of a Random Analyses of Vortex Dynamics Lower Semi-Continuous Functional Parabolic Bursting in Swim CPGs Aditya G. Nair and Kunihiko Taira, Florida Generated by a Markov Chain Deniz Alacam and Andrey Shilnikov, State University, USA; Steven Brunton, Arnab Sur and John Birge, The University of Georgia State University, USA University of Washington, USA Chicago, USA Advanced Statistical Learning 5:20-5:35 Computationally Expensive Algorithms for Comparative Optimization Problems with Hidden Multisource Formation Permeability Constraints Modelling Juliane Mueller, Lawrence Berkeley Watheq J. Al-Mudhafar, Louisiana State National Laboratory, USA University, USA 5:40-5:55 Optimization of Integrated Higher Order Upwind Methods for Energy Supply Systems by Minlp Maxwell’s Equations in Second-Order Jianjie Lu and Stefan Volkwein, University Form of Konstanz, Germany Jordan B. Angel and Jeffrey W. Banks, Rensselaer Polytechnic Institute, USA A Multiobjective Optimization for the Performance Measure of EWMA AR Intermission (1) Processes When the Observation Is 6:00 PM-6:15 PM Trend Exponential Ajibade G. Ayodele, Alshahrani Mohammed, Riaz Muhammad, and Ridwan A. Sanusi, King Fahd University of Petroleum and Minerals, Saudi Arabia

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An Analysis of Joint Inversion for An Energy Conservative, Skew- PP1 Regularization of Ill-posed Problems Symmetric Method for Compressible Poster and Dessert James F. Ford, Boise State University, USA Flow with Adaptive Mesh Refinement and Fluid-Structure Interaction Node Diversification in Complex Reception Matthew B. Jemison, Florida A&M Networks by Decentralized Coloring University and Florida State University, 8:00 PM-10:00 PM Richard B. Garcia - Lebron and Shouhuai Xu, USA; Kunihiko Taira, Florida State University of North Texas, San Antonio, continued University, USA Texas; Jie Sun, Clarkson University, USA Generalized Gossip-Based Advanced Time Integration Methods Subgradient Method for Distributed Galerkin Differences: Achieving Very for Atmospheric Physics Optimization High Order Accuracy Energy Stable David J. Gardner, Peter Caldwell, and Zhanhong Jiang and Soumik Sarkar, Iowa PDE Discretizations Carol S. Woodward, Lawrence Livermore State University, USA Jeffrey W. Banks and John Jacangelo, National Laboratory, USA Rensselaer Polytechnic Institute, USA Managing the Spread of Alfalfa Numerical Solutions to the Navier- Stem Nematodes (Ditylenchus Towards Composable Bayesian Stokes Equations with a Free Surface Dipsaci): The Relationship Between Inference with PDE Forward Models Using Universal Meshes Crop Rotation Periods and Pest Paul Bauman, State University of New York Evan S. Gawlik, University of California, San Re-Emergence at Buffalo, USA Diego, USA Scott G. Jordan, Luis Gordillo, Ricardo The Quilted Synchrosqueezing Resilience Analysis for Multigrid Ramirez, and Claudia Nischwitz, Utah Transform for Adaptive Time- Methods State University, USA Frequency Signal Analysis Christian Glusa and Mark Ainsworth, Brown Collegiate Leadership Development: Alexander J. Berrian and Naoki Saito, University, USA Analyzing Data from the Multi- University of California, Davis, USA Enstrophy Dissipation in 2D Institutional Study of Leadership

Tuesday Numerical Evaluation of Minimum Incompressible Flow Via Singular Caitlin Lingley and Claire Kelling, Virginia Average Deviance Estimation in Ultra Vortex Dynamics Tech, USA High Dimensional Poisson Regression Takeshi Gotoda and Takashi Sakajo, Kyoto Study on the Viscoelastic Fluid Flows Ely C. Biggs, Wentworth Institute of University, Japan using Adaptive Least-Squares Finite Technology, USA; Tessa Helble, The Dynamics of a Viscoelastic Element Methods University of Maryland, Baltimore Filament During a Stretch and Hold Hsueh-Chen Lee, Wenzao Ursuline College County, USA; George Jeffreys, Rutgers Experiment of Languages, Taiwan University, USA; Elias Al-Najjar, Holly Grant, Virginia Tech, USA University of Maryland, Baltimore Parameter Estimation, Ill-Conditioning County, USA; Amit Nayak, George A Sampling Kaczmarz-Motzkin and Identifiability Analysis of the Washington University, USA; Kofi Algorithm for Linear Feasibility Anaerobic Digestion Model No 1 Adragni, University of Maryland, Jamie Haddock and Jesus De Loera, (adm1) for Biogas Production Baltimore County, USA University of California, Davis, USA; Diana C. Lopez C and Mariano N. Cruz, Deanna Needell, Claremont McKenna Technische Universitaet Berlin, Germany; Unstructured Geometric Multigrid College, USA Tilman Barz, Austrian Institute of Using PETSc and libMesh Technology, Australia; Peter Neubauer, Boris Boutkov and Paul Bauman, State Computing Sobol’ Indices for Technische Universitaet Berlin, Germany University of New York at Buffalo, USA Stochastic Models Joseph L. Hart, Alen Alexandrian, and Pierre Image Deblurring with Blur Learning Determining Optimal Economic Gremaud, North Carolina State University, Kelsey Maass, University of Washington, Policy to Mitigate Catastrophic Loss USA USA Karleigh Cameron, Colorado State University, USA New Independent Potentials for the A Stable and Efficient Interface Stationary Klein-Gordon Equation in Condition for Conjugate Heat Transfer Partial Synchronization in Pulse- Terms of the Heun Functions Problems Coupled Oscillator Networks Tigran Ishkhanyan, Moscow Institute of Fanlong Meng, William Henshaw, and Bolun Chen, Jan Engelbrecht, and Renato Physics and Technology, Russia; Artur Jeffrey W. Banks, Rensselaer Polytechnic Mirollo, Boston College, USA Ishkhanyan and Arthur Tarloyan, National Institute, USA A Stable Algorithm for Divergence Academy of Sciences, Armenia Runge-Kutta-Chebyshev Time and Curl-Free Radial Basis Functions Comparative Multivariate Rock Stepping for Parabolic Equations in the Flat Limit Lithofacies Classifications Through on Adaptively Refined, Quadtree Kathryn P. Drake and Grady B. Wright, Multinomial Logistic Regression and Meshes Boise State University, USA Probabilistic Neural Networks Talin Mirzakhanian and Donna Calhoun, Ali Jaber, unaffiliated; Watheq J. Boise State University, USA Al-Mudhafar, Louisiana State University, USA

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Bayesian Global Optimization of Sufficient Conditions for Stability of Lagrangian Data Assimilation of Noisy Functions Permanent Rotations of a Two-Gyrostat Traffic-Flow Models Piyush Pandita, Ilias Bilionis, and Jitesh Chain in a Central Gravitational Field Chao Xia, Brown University, USA Panchal, Purdue University, USA Dmitriy Chebanov, City University of New Online Adaptive Model Reduction for Quantitative Estimates in Nonlinear York, USA; Jose Salas, City College of Flows in Heterogeneous Porous Media Elasticity New York, USA Yanfang Yang, Yalchin Efendiev, and Christopher Policastro, University of Effects of Biodiversity on Epizootics: The Eduardo Gildin, Texas A&M University, California, Berkeley, USA Importance of Decreasing Variability USA Dynamical Analysis of Connected in Transmission Stiffness of the Arched Human Foot Neuronal Motifs with OpenAcc and Peter Shaffery, University of Colorado Ali Yawar, Yale University, USA; Maria OpenMPI Boulder, USA; Bret Elderd, Louisiana State Lugo-Bolanos and Shreyas Mandre, Krishna Pusuluri and Sunitha Basodi University, USA; Vanja Dukic, University Brown University, USA; Madhusudhan and Andrey Shilnikov, Georgia State of Colorado Boulder, USA Venkadesan, Yale University, USA University, USA Generalization of Arithmetic Decision Analysis for Water- Dissipative Particle Dynamics Progression and Sums of Powers Energy Nexus Considering Multiple Simulation of Polymer Nanomaterials Mazoleka M. Simon, University of Dar es Objectives for Drugs Delivery Salaam, Tanzania Xiaodong Zhang and Velimir V. Vesselinov, Leela Rakesh, Central Michigan University, Optimal Mating Strategies for Los Alamos National Laboratory, USA USA Simultaneous Hermaphrodites in the The Role of the Replacement Rate in Presence of Predators Tuesday the Basic Reproduction Number Corin W. Stratton, Josh Auld, Nicole Bishop, Irma Thalia Rodriguez and Hana Allison Kolpas, and Allison Kolpas, West Dobrovolny, Texas Christian University, Chester University, USA USA Tsunami Sediment Transport with Eigensurfaces of Reflectors and the GeoClawSed Passenger Side Mirror Problem Hui Tang and Robert Weiss, Virginia Tech, Sarah G. Rody and Robert Hicks, Drexel USA University, USA; Ronald Perline, Drew Trace Theorems for Some Nonlocal University, USA Function Spaces Development of Integer Xiaochuan Tian and Qiang Du, Columbia Programming Models for LCD Mother University, USA Glass Manufacturing As a Two- Stable and High-Order Accurate Finite Dimensional Strip Packing Problem Difference Methods for the Wave Jun-Hyung Ryu, Dongguk University, South Equation with Non-Conforming Grid Korea; Kyung Tae Park and In-Beum Lee, Interfaces POSTECH, Korea Siyang Wang and Gunilla Kreiss, Uppsala Effects of Auxiliary Information on University, Sweden Ewma Control Chart Spectra of Quantum Trees and Ridwan A. Sanusi and Muhammad Riaz, Orthogonal Polynomials King Fahd University of Petroleum Zhaoxia Wang and Stephen P. Shipman, and Minerals, Saudi Arabia; Nurudeen Louisiana State University, USA Adegoke, Federal University of Goal-Oriented Network Design for SIAM Presents Technology, Akure, Nigeria; Ganiyu Pairwise Comparison Ranking Since 2008, SIAM has A. Ajibade, King Fahd University of Jie Sun, Shandeepa Wickramasinghe, and recorded many Invited Petroleum and Minerals, Saudi Arabia Christino Tamon, Clarkson University, USA Lectures, Prize Lectures, Blind Reconstruction of a Single- Multigrid Framework for Multiphysics and selected Minisymposia Source Signal Embedded in Another Problems from various conferences. These are Signal Tobias A. Wiesner, Jonathan J. Hu, and available by visiting SIAM Presents Hirofumi Sasaki, Waseda University, Japan; Raymond Tuminaro, Sandia National (http://www.siam.org/meetings/presents.php). Fumio Sasaki, Tokyo University of Laboratories, USA Science, Japan; Michio Yamada, Kyoto University, Japan

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Tuesday, July 12 AWM Workshop: A Multi-Scale Model Tuesday, July 12 of Escherichia Coli Chemotaxis PP2 from Intracellular Signaling Pathway PP3 to Motility and Nutrient Uptake in Minisymposterium: AWM Nutrient Gradient and Isotropic Fluid Minisymposterium: Posters Environments Advanced Numerical Feifei Xu, Florida State University, USA 8:00 PM-10:00 PM Methods for AWM Workshop: Online Adaptive Electromagnetic Room:Galleria Level Model Reduction for Flows in Materials and Organizer: Heterogeneous Porous Media Fengyan Li, Rensselaer Polytechnic Yanfang Yang, Texas A&M University, Magnetohydrodynamics Institute, USA USA 8:00 PM-10:00 PM Eva M. Strawbridge, James Madison Room:Galleria Level University, USA Organizer: Joyati Debnath, Winona State University, Vrushali A. Bokil, Oregon State University, USA USA AWM Workshop: A Multi-Risk Model We present novel numerical methods for Understanding the Spread of for the discretization of electromagnetic Chlamydia problems arising in three different Asma Azizi Boroojeni, Tulane University, applications: wave propagation in dispersive USA and meta-materials, wave propagation in AWM Workshop: Modeling of Mrna ferromagnetic materials, and the detection Localization in Xenopus Egg Cells of arcs in magneto-hydrodynamic generator Veronica M. Ciocanel, Brown University, Tuesday channels USA A Dispersion Minimized Mimetic AWM Workshop: Fitness Effects of for Defense Strategies on Plants under Maxwell’s Equations in Linear Herbivory Dispersive Dielectrics Karen M. Cumings, Rensselaer Polytechnic Vrushali A. Bokil and Duncan A. Mcgregor, Institute, USA Oregon State University, USA; Vitaliy AWM Workshop: Quantifying Gyrya, Los Alamos National Laboratory, Dynamic Growing Roots in 3D by USA Persistent Homology Modeling and Detecting Arcs in Mao Li, Florida State University, USA Magnetohydrodynamic Generator AWM Workshop: A Numerical Channels Investigation of a Simplied Human Duncan A. Mcgregor, Vrushali A. Bokil, Birth Model and Nathan L. Gibson, Oregon State Roseanna Pealatere, Tulane University, University, USA; Rigel Woodside, USA National Energy Technology Laboratory, USA AWM Workshop: Identification of the Vasodilatory Stimulus from Cerebral Operator Splitting Methods Blood Flow Data for Maxwell’s Equations in Jamie Prezioso, Case Western Reserve Ferromagnetic Materials University, USA Puttha Sakkaplangkul and Vrushali A. Bokil, Oregon State University, USA AWM Workshop: Little’s Law Applied to a Stochastic Model of Poliomyelitis Celeste Vallejo, University of Florida, USA AWM Workshop: Diffusion Maps for Image Segmentation Marilyn Yazmin Vazquez, George Mason University, USA AWM Workshop: Modeling Cooperation and Competition Karen E Wood, University of California, Irvine, USA

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Tuesday, July 12 Computing the Matrix Logarithm at A Class of Preconditioners Based on Higher Precision Low-Rank Approximation Techniques PP4 Massimiliano Fasi and Nicholas J. Higham, Yuanzhe Xi and Yousef Saad, University of University of Manchester, United Kingdom Minnesota, USA Minisymposterium: Network Asymmetry Through Time The Shift and Invert Lanczos Algorithm Algorithms and Software in Dependency for the Solution of Structural Dynamics Numerical Linear Algebra Des Higham and Alex Mantzaris, University Problems of Strathclyde, United Kingdom 8:00 PM-10:00 PM Mante Zemaityte, University of Manchester, Estimating the Largest Elements of a United Kingdom; Ramaseshan Kannan, Room:Galleria Level Matrix Arup, Manchester, United Kingdom; Organized by SIAG/LA Nicholas J. Higham and Samuel Relton, Francoise Tisseur, University of Manchester, United Kingdom Organizers: University of Manchester, United Kingdom Nicholas Higham, University of Manchester, Recent Developments Within the Feast United Kingdom Eigenvalue Solver Francoise Tisseur, University of James Kestyn and Eric Polizzi, University of Manchester, United Kingdom Massachusetts, Amherst, USA This minisymposterium presents recent Hierarchical Computations on developments in algorithms and software Manycore Architectures (hicma) in numerical linear algebra. It reflects the David E. Keyes, Hatem Ltaief, and George diverse aspects of the subject, including Turkiyyah, King Abdullah University of Tuesday exploitation of structure and sparsity and Science & Technology (KAUST), Saudi development of algorithms for evolving Arabia; Rio Yokota, Tokyo Institute of computer architectures. The following Technology, Japan presentations are also part of this Uncovering Hidden Block Structure minisymposterium. They have been selected Philip Knight, University of Strathclyde, to participate in SIAM’s first ePoster United Kingdom; Iain Duff, Science & session! See PP7 Electronic Posters. Technology Facilities Council, United • RKToolbox: A Rational Krylov Toolbox Kingdom and CERFACS, Toulouse, for MATLAB - Berljafa, Mario France; Sandrine Mouysset, Universite de Toulouse, France; Daniel Ruiz, • Density of States for Graph Analysis - ENSEEIHT, Toulouse, France; Bora Ucar, Bindel, David ENS Lyon, France • Discovering and Visualizing Active High-Performance Right-Looking Subspaces (byod: Bring Your Own Householder-Based LLL and BKZ (2.0) Data)- Constantine, Paul Jack L. Poulson and Ron Estrin, Stanford • Erasure Coding for Fault Oblivious University, USA Linear System Solvers - Gleich, David Computing a Random Eigenvalue • A High-Performance Parallel Algorithm Distribution by Solving a PDE for Nonnegative Matrix Factorization - Brian D. Sutton, Randolph-Macon College, Kannan, Ramakrishnan USA; Alex Bloemendal, Broad Institute of • Iterative Regularization Tools -- A MIT and Harvard University, USA Matlab Package for Large Scale Inverse Max-Plus Approximation of Lu Problems - Nagy, James Factorization • A Randomized Tensor-SVD Algorithm Francoise Tisseur and James Hook, with Applications in Image Processing - University of Manchester, United Kingdom Zhang, Jiani SVDS - Practical Aspects of • Multifrontal Sparse Matrix Algorithms in Bidirectional Lanczos Method Julia - Zhang, Weijian Christine Tobler, MathWorks, USA; Lola Randomized Methods for Matrix Davidson, University of Kentucky, USA Estimation in Inversion, Optimization, Global Polynomial Rootfinding in 1D, and UQ 2D, and DD Eric De Sturler, Virginia Tech, USA; Alex Townsend, Massachusetts Institute Xiaojia Zhang, Georgia Institute of of Technology, USA; Vanni Noferini, Technology, USA; Selin Sariaydin, University of Essex, United Kingdom; Yuji Virginia Tech, USA; Misha E. Kilmer, Nakatsukasa, University of Tokyo, Japan Tufts University, USA; Glaucio Paulino, University of Illinois, USA

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Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 PP5 PP6 PP7 Minisymposterium: Disease Minisymposterium: Electronic Posters Modeling Mathworks 8:00 PM-10:00 PM 8:00 PM-10:00 PM 8:00 PM-10:00 PM Room:Galleria Level Room:Galleria Level Room:Galleria Level Nonlinear Model Reduction in Organizer: Organizer: Computational Fluid Dynamics Crista Arangala, Elon University, USA Christine Tobler, MathWorks, USA Kevin T. Carlberg and Matthew Barone, Sandia National Laboratories, USA; This minisymposterium will feature research An opportunity to talk about new Harbir Antil, George Mason University, on disease models including SIR models MATLAB features with the people USA; Syuzanna Sargsyan, University of of different feature of Dengue fever and who implemented them. We give an Washington, USA Measles. overview of some recent additions to MATLAB and show some applications Information Flow in Transient Network A Mathematical Investigation Dynamics of Vaccination Strategies in a The following presentations are also part of this minisymposterium. They have Jeremie A. Fish, Jie Sun, and Erik Bollt, Heterogeneous Population to Prevent Clarkson University, USA Measles Epidemics been selected to participate in SIAM’s Aleah Archibald and Nicholas Luke, North first ePoster session! See PP7 Electronic The Humility Project: Text Analysis for Carolina A&T State University, USA Posters. Characteristic Linguistic Patterns Tyler Perini, College of Charleston, USA Modeling the Spread of Measles • Interactive Demo of Graph Algorithms with Pockets of Low Vaccination in MATLAB - Ionita, Antonio Cosmin 3D Visualization of Growth Pattern of Coverage Rates • Making Machine Learning Workflows Artemisia Tridentata (Sagebrush) Tuesday Melanie Payton, North Carolina A&T State Easy - Lane, Tom Michael J. Scarinci, Katherine Encarnacion, Nicholas Italiano, Angel R. Pineda, and University, USA • Does Your MATLAB Code Pass the Lance Evans, Manhattan College, USA Mathematical Modeling of Dengue Test? Tools for Testing for MATLAB Michelle Rave, Elon University, USA Code - Lord, Steven Spectra of Short Pulse Solutions of the Cubic-Quintic Complex Ginzburg Working with Big Data in Matlab Working in the City and Getting Landau Equation Near Zero Dispersion Penny Anderson, The MathWorks, Inc., Dengue Fever: A Mathematical Yannan Shen, Southern Methodist University, Model of Dengue Fever Incorporating USA USA; John Zweck, University of Texas at Mobility Mixed-Integer Optimization with Dallas, USA; Curtis R. Menyuk, University Kelly Reagan, Elon University, USA Matlab and Optimization Toolbox of Maryland, Baltimore County, USA Steve Grikschat, MathWorks, USA Clustering of Omics Data in Biological Computational Geometry in Matlab Systems Jin Ma, MathWorks, USA Min Wang, Ohio State University, USA How You Can Improve the Scalability of your PDE Solver by Using Swept Domain Decomposition Qiqi Wang, Massachusetts Institute of Technology, USA RKToolbox: A Rational Krylov Toolbox for MATLAB (Part of PP4 SIAM Presents Minisymposterium: Algorithms and Since 2008, SIAM Software in Numerical Linear Algebra) has recorded many Mario Berljafa and Stefan Guettel, University Invited Lectures, Prize of Manchester, United Kingdom Lectures, and selected Minisymposia from various conferences. Density of States for Graph Analysis These are available by visiting SIAM (Part of PP4 Minisymposterium: Presents Algorithms and Software in Numerical (http://www.siam.org/meetings/presents.php). Linear Algebra) David Bindel, Cornell University, USA

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Discovering and Visualizing Interactive Demo of Graph Active Subspaces (byod: Bring Algorithms in MATLAB (Part of PP6 Wednesday, Your Own Data) - (Part of PP4 Minisymposterium: Mathworks) Minisymposterium: Algorithms Antonio Cosmin Ionita and Patrick Quillen, July 13 and Software in Numerical Linear MathWorks, USA Algebra) Making Machine Learning Workflows Paul Constantine, Colorado School of Easy (Part of PP6 Minisymposterium: Mines, USA Fundamentals of Algorithms Mathworks) Book Series Editorial Board Erasure Coding for Fault Oblivious Tom Lane, Ilya Narsky, Jon Cherrie, and Don Linear System Solvers (Part of PP4 Mathis, MathWorks, USA Meeting Minisymposterium: Algorithms Does Your MATLAB Code Pass the 7:00 AM-8:30 AM and Software in Numerical Linear Test? Tools for Testing for MATLAB Algebra) Room:Executive Board Room - Mezzanine Code (Part of PP6 Minisymposterium: David F. Gleich, Purdue University, USA Level Mathworks) A High-Performance Parallel Steven Lord, MathWorks, USA Algorithm for Nonnegative Matrix Factorization (Part of PP4 Programs & Conferences Minisymposterium: Algorithms and Software in Numerical Linear Committee Meeting Algebra) 7:00 AM-8:30 AM Ramakrishnan Kannan, Oak Ridge National Room:Faneuil - Mezzanine Level Laboratory, USA; Grey Ballard, Sandia National Laboratories, USA; Haesun Park, Georgia Institute of Technology, USA Registration

Iterative Regularization Tools -- A Wednesday Matlab Package for Large Scale 8:00 AM-4:30 PM Inverse Problems (Part of PP4 Room:Concourse Level Minisymposterium: Algorithms and Software in Numerical Linear Algebra) James G. Nagy, Emory University, USA; Silvia Gazzola, University of Bath, United Kingdom; Per Christian Hansen, Technical University of Denmark, Denmark A Randomized Tensor-SVD Algorithm with Applications in Image Processing (Part of PP4 Minisymposterium: Algorithms and Software in Numerical Linear Algebra) Jiani Zhang, Misha E. Kilmer, Arvind Saibaba, and Shuchin Aeron, Tufts University, USA Multifrontal Sparse Matrix Algorithms in Julia (Part of PP4 Minisymposterium: Algorithms and Software in Numerical Linear Algebra) Weijian Zhang, University of Manchester, United Kingdom; Jiahao Chen, Massachusetts Institute of Technology, USA

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Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 IT5 IT6 MT2 Beyond the Black First Order Methods for Well Minitutorial: Directions Box in Derivative-Free Structured Optimization for Graduate and and Simulation-Based Problems Undergraduate Modeling Optimization 9:15 AM-10:00 AM Courses 8:30 AM-9:15 AM Room:Grand Ballroom - Concourse Level 10:30 AM-12:30 PM Room:Grand Ballroom - Concourse Level Chair: Suvrit Sra, Massachusetts Institute of Room:Grand Ballroom B- Concourse Level Chair: Kevin T. Carlberg, Sandia National Technology, USA Chair: Jeffrey Humpherys, Brigham Young Laboratories, USA Many fundamental scientific and engineering University, USA The advent of computational science problems arising in signal recovery, imaging Chair: Rachel Levy, Harvey Mudd College, has unveiled large classes of nonlinear science, machine learning and other fields USA optimization problems where derivatives can be formulated as well structured Chair: Thomas P. Witelski, Duke University, of the objective and/or constraints are optimization problems. These problems are USA unavailable. Often, these problems are typically very large scale, often nonsmooth posed as black-box optimization problems, and even nonconvex, leading to challenging This minitutorial will take a workshop but rarely is this by necessity. We report theoretical and computational difficulties, approach to help participants explore on our experience extracting additional and often precluding the use of sophisticated considerations for designing an structure on problems consisting of both algorithms. Elementary first order methods undergraduate or graduate mathematical black-box and algebraic or otherwise then often remain our best alternative to modeling course. Example syllabi and known components. We provide examples tackle such problems. We discuss recent learning objectives will be discussed to best on calibration problems, knowing a subset advances on the design and analysis of such meet goals for students. Pros and cons of of derivatives, and nonsmooth composite algorithms for some generic optimization various organizing principles for modeling optimization. In each case, we use quadratic models arising in these applications, courses will be weighed, including one surrogates to model both the black-box highlighting the ways in which problem organized around prerequisites of linear and algebraic components to obtain new, structures and data information can be algebra and differential equations, another globally convergent grey-box optimization beneficially exploited to devise simple and focusing on algorithms, and a third based on methods. efficient optimization methods. industrial mathematics problems. Wednesday Stefan Wild Marc Teboulle Jeffrey Humpherys, Brigham Young Argonne National Laboratory, USA Tel Aviv University, Israel University, USA

Exhibit Hall Open 9:30 AM-4:30 PM Room:Galleria Level

Coffee Break 10:00 AM-10:30 AM Room:Galleria Level 2016 SIAM Annual Meeting 73

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS65 MS66 MS67 Advances in Computational Algorithms and Statistical Data Centric Computing Methods for Fluid-Structure Methods for Noisy Network – Challenges and Interaction Problems - Part Analysis - Part I of II Opportunities - Part I of II I of II 10:30 AM-12:30 PM 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:BCEC Room 253B Room:Grand Ballroom CDE - Concourse Room:BCEC Room 257A For Part 2 see MS82 Level Network analysis is an elegant, graph-based For Part 2 see MS81 For Part 2 see MS84 Fluid-structure interaction (FSI) problems method for studying complex systems of The volume, variety, velocity and veracity are important in many fields of engineering interacting entities. These mathematical models, of data in our world today transforms how and applied science. These problems however, inherently include some discrepancy we think about computer systems to be are often difficult to simulate in an from the real-world systems they represent. more data centric. The challenge is not the efficient, stable and accurate manner. This Some relationships may not be observable, and ability to compute, but the need to efficiently minisymposium aims to describe recent there may be errors in the measurements taken move and handle large data sets. Instead of advances in the development of numerical to infer the network structure. Since traditional how fast can we compute, the real question methods and computational frameworks for graph theory deals with exact mathematics, is time to solution. We need to optimize the related problems. one of the most challenging aspects of modern across the entire system by looking at the network analysis is accounting for this noise. entire workflow that makes up a compute Organizer: Longfei Li This minisymposium will include talks on solution. This minisymposium will discuss Rensselaer Polytechnic Institute, USA algorithmic techniques to handle noise in the challenges and opportunities for compute Organizer: Qi Tang networks and obtain reliable results from their solutions to exploit the data centric systems as

Rensselaer Polytechnic Institute, USA analysis, and work on statistical analysis of we evolve to exascale. Wednesday noisy networks. 10:30-10:55 A Stable Partitioned FSI Organizer: Kirk E. Jordan Algorithm for Incompressible Flow Organizer: Sanjukta Bhowmick IBM T.J. Watson Research Center, USA and Deforming Beams University of Nebraska, Omaha, USA Organizer: Constantinos Longfei Li, William Henshaw, Jeffrey W. Organizer: Benjamin A. Miller Evangelinos Banks, and Donald W. Schwendeman, Massachusetts Institute of Technology, USA IBM T.J. Watson Research Center, USA Rensselaer Polytechnic Institute, USA 10:30-10:55 Synthesizing Social Networks 10:30-10:55 Data Centric Systems: 11:00-11:25 Verification of Partitioned From Random Walks Workflow Challenges and Fluid-Structure Interaction Algorithms Oleg Kolgushev and Armin Mikler, University Opportunities with Disparate Order of Accuracy of North Texas, USA Kirk E. Jordan, IBM T.J. Watson Research Nicholas LaBarbera and Jonathan Pitt, Center, USA Pennsylvania State University, USA 11:00-11:25 Estimating Network Degree Distributions from Sampled Networks: An 11:00-11:25 A Hierarchical 11:30-11:55 An Overset Mesh Inverse Problem Characterization of Scientific and Hybridizable Discontinuous Galerkin Eric D. Kolaczyk and Alexandrina Goeva, Engineering Workflows Applied to Fluid-Structure Interaction Algorithm Boston University, USA; Richard B. Examples from the DoE and Other Justin A. Kauffman and Jonathan S. Pitt, Lehoucq, Sandia National Laboratories, USA Communities Pennsylvania State University, USA 11:30-11:55 Identifying and Ranking David Montoya, Los Alamos National 12:00-12:25 A New DG Interface Critical Interactions in Stochastic Laboratory, USA; Constantinos Scheme for FSI Dynamical Systems Evangelinos, IBM T.J. Watson Research David Wells, Fengyan Li, and Jeff Banks, Stephen Eubank, Yihui Ren, Srinivasan Center, USA Rensselaer Polytechnic Institute, USA Venkatramanan, and Madhav Marathe, 11:30-11:55 In-Memory Computing for Virginia Tech, USA Bioinformatics Pipelines 12:00-12:25 Improved Planted Clique Vipin Sachdeva, IBM T.J. Watson Research Detection with Low-Rank Sparse PCA Center, USA; Srinivas Aluru and David A. Alexis Núñez-Betancourt, Brown University, Bader, Georgia Institute of Technology, USA; Benjamin A. Miller, Massachusetts USA; Kirk E. Jordan, IBM T.J. Watson Institute of Technology, USA Research Center, USA; Martyn Winn, The Hartree Center, United Kingdom

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Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS67 MS68 MS69 Data Centric Computing Eigenvalue Solvers for Large Inferring Networks from Non- – Challenges and Problems: Locally Optimal Network Data - Part I of II Opportunities - Part I of II Block Preconditioned 10:30 AM-12:30 PM 10:30 AM-12:30 PM Conjugate Gradient Method Room:Grand Ballroom A - Concourse Level Room:Grand Ballroom CDE - Concourse and Beyond For Part 2 see MS85 Level 10:30 AM-12:30 PM Organized by SIAG/DMA continued Room:BCEC Room 252B Network representation learning is an emerging field that is exclusively focused 12:00-12:25 Using Performance This minisymposium marks the fifteenth on developing the understanding and rigor Models to Manage Computation/ anniversary of the Locally Optimal Block for inferring useful network representations Data Movement Tradeoffs in HPC Preconditioned Conjugate Gradient from noisy, indirect and diverse data. In Applications (LOBPCG) algorithm for large-scale many practical settings, researchers are Hormozd Gahvari, Lawrence Livermore eigenvalue problems. The presented talks will often faced with having to make arbitrary National Laboratory, USA; William D. feature novel extensions of the method, its decisions on how to construct networks. Gropp, University of Illinois at Urbana- applications, and efficient implementations. Such arbitrary decisions have important Champaign, USA; Kirk E. Jordan, IBM Organizer: Eugene Vecharynski implications on the quality of subsequent T.J. Watson Research Center, USA; Jacob Lawrence Berkeley National Laboratory, learning tasks. This minisymposium will B. Schroder, Martin Schulz, and Ulrike USA explore recent developments in the area of Meier Yang, Lawrence Livermore National network representation learning including 1) Organizer: Andrew Knyazev Laboratory, USA fusion techniques that lead to robust network Mitsubishi Electric Research Laboratories, representations, 2) task-based network USA representation learning, and 3) validation 10:30-10:55 LOBPCG-like Iterations in of representation quality in the absence of Eigenvalue-like Problems ground truth. Andrew Knyazev, Mitsubishi Electric Research Laboratories, USA Organizer: Rajmonda Caceres Massachusetts Institute of Technology, USA Wednesday 11:00-11:25 A Robust and Efficient Implementation of Lobpcg Organizer: Ivan Brugere Meiyue Shao and Chao Yang, Lawrence University of Ilinois at Chicago, USA Berkeley National Laboratory, USA; Organizer: Tanya Y. Berger-Wolf Jed Duersch and Ming Gu, University of University of Illinois, Chicago, USA California, Berkeley, USA 10:30-10:55 Window Selection in 11:30-11:55 Preconditioned Solvers Dynamic Networks for Interior Eigenvalues of a Nonlinear Benjamin Fish, University of Ilinois at Hermitian Eigenproblem Chicago, USA; Rajmonda Caceres, Fei Xue, University of Louisiana, Lafayette, Massachusetts Institute of Technology, USA USA 12:00-12:25 Distributed PCA and 11:00-11:25 Using Local Methods to Robust PCA Robustify Graph-Based Learning Vahan Huroyan and Gilad Lerman, David F. Gleich, Purdue University, University of Minnesota, USA USA; Michael Mahoney, University of California, Berkeley, USA 11:30-11:55 Learning Opinion Dynamics in Social Networks Manuel Gomez Rodriguez, Max Planck Institute for Software Systems, Germany 12:00-12:25 Tissue-Specific Regulatory Circuits Reveal Variable Modular Perturbations Across Complex Diseases Daniel Marbach, University of Lausanne, Switzerland 2016 SIAM Annual Meeting 75

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS70 MS71 MS72 Model Reduction and Model Reduction for Inverse Novel Numerical Methods Krylov-Subspace Methods Problems - Part I of II on Polyhedral Meshes - 10:30 AM-12:30 PM 10:30 AM-12:00 PM Part I of II Room:BCEC Room 252A Room:BCEC Room 257B 10:30 AM-12:30 PM Model reduction and Krylov-subspace For Part 2 see MS87 Room:BCEC Room 259A methods for solving sparse linear systems This minisymposium brings together applied For Part 2 see MS91 have surprisingly close connections. and theoretical experts that use model In many real-world scientific and Both compute approximate solutions in reduction techniques to solve inverse problems engineering applications modeled by low-dimensional subspaces, and Krylov- arising in large-scale time- and frequency- partial differential equations (PDEs), subspace methods underpin interpolatory domain wave field problems. This gives polyhedral meshes are preferred. Although model reduction for linear-time-invariant efficient inversion methods in applications many polytonal discretization methods for systems. This minisymposium explores these including geophysics. numerical approximation of PDEs have been connections and as well as new techniques Organizer: Fernando Guevara developed, the design of efficient simulation for effective data-driven model reduction. Vasquez techniques on polyhedral meshes is still Organizer: Eric De Sturler University of Utah, USA a challenging task. For example, mesh Virginia Tech, USA generation, stable finite element/difference Organizer: Alexander V. Mamonov methods, efficient time integration, Organizer: Benjamin Peherstorfer University of Houston, USA quadrature rules on polyhedral meshes, Massachusetts Institute of Technology, USA 10:30-10:55 Discrete Conductivity and and fast linear solvers. The main theme 10:30-10:55 Krylov-Subspace Schroedinger Inverse Problems of the minisymposium is on the advanced Recycling via the POD-Augmented Fernando Guevara Vasquez, University of numerical methods on polyhedral meshes. Wednesday Conjugate Gradient Method Utah, USA The focus is on the mesh generation, Kevin T. Carlberg, Sandia National 11:00-11:25 Computing Reduced Order robust temporal and spatial discretizations, Laboratories, USA; Virginia Forstall, Models for Diffuse Optical Tomography efficient nonlinear and linear solvers, and University of Maryland, College Park, Meghan O’Connell and Misha E. Kilmer, practical implementations for a wide range USA; Ray S. Tuminaro, Sandia National Tufts University, USA; Eric De Sturler, of applications. Laboratories, USA Serkan Gugercin, and Christopher A. Organizer: Xiaozhe Hu 11:00-11:25 Krylov Subspace Beattie, Virginia Tech, USA Tufts University, USA Recycling for Computing and 11:30-11:55 Geometric Interpretations Updating Reduced Order Models Organizer: Lin Mu of Reduced Order Models Eric De Sturler, Virginia Tech, USA Oak Ridge National Laboratory, USA Vladimir L. Druskin, Schlumberger-Doll 10:30-10:55 Basics of Weak Galerkin 11:30-11:55 Data-Driven Model Research, USA Finite Element Methods: Theory and Reduction of Convection-Dominated, Implementation Unsteady Flows Junping Wang, National Science Foundation, Maciej Balajewicz, University of Illinois at USA Urbana-Champaign, USA 11:00-11:25 New Class of Finite 12:00-12:25 A Mode Decomposition for Element Methods: Weak Galerkin Transport-Dominated and Parameter- Methods Dependent Phenomena: The Shifted Xiu Ye, University of Arkansas at Little Proper Orthogonal Decomposition Philipp Schulze, Julius Reiss, Sergio Rock, USA Benguechea, and Joem Sesterhenn, TU 11:30-11:55 Weak Galerkin FEMs Berlin, Germany for Sensitivity Analysis for Elliptic Problems on Polyhedral Meshes Jiangguo Liu, Colorado State University, USA 12:00-12:25 A Parallel Implicit Scheme for Geometric Nonlinear Elastic Equation Based on Weak Galerkin Liangwei Li, George Washington University, USA 76 2016 SIAM Annual Meeting

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS73 MS74 MS75 Numerical Linear and Numerical Methods for Recent Progress on Inviscid Multilinear Algebra: the Variable-Medium Fluid Dynamics - Part I of II Celebrating Charlie Van High-Frequency Helmholtz 10:30 AM-12:30 PM Loan - Part I of II Equation - Part I of II Room:BCEC Room 255 10:30 AM-12:30 PM 10:30 AM-12:30 PM For Part 2 see MS94 Room:BCEC Room 254B Room:BCEC Room 256 Organized by SIAG/APDE For Part 2 see MS92 For Part 2 see MS93 This minisymposium focuses on mathematical Organized by SIAG/LA Numerical solution of the high-frequency analysis related to the incompressible Euler equations and associated models. There are Charlie Van Loan has contributed broadly to Helmholtz equation, in inhomogeneous and/or discontinuous media, is crucial for several important open problems concerning numerical linear algebra and computational the Euler equations, including the blow-up science and is one of the best known applications such as acoustics, optical devices, communications, and wave-based inverse problem, uniqueness of weak solutions, and expositors in the area. His work includes the precise nature of inviscid dissipation. six books on computational science and problems. Yet it is well known that its oscillatory nature can thwart modern elliptic These problems are associated, in different numerical linear algebra, including the ways, with the physical description of inviscid widely-used Matrix Computations with or boundary solvers relying on multigrid, low- rank structures, etc. This pair of minisymposia turbulence. This is an active area of research, Gene Golub (now in its fourth edition). His and the objective of this minisymposium is to research work includes high-performance gathers geographically diverse junior and senior researchers who are at the forefront showcase recent progress in this area, pointing GEMM-based BLAS and parallel to directions of future investigation. factorization schemes, eigenvalue and SVD of two avenues where analytic insight about computations, tensors, and the many dubious wave propagation is boosting computational Organizer: Helena J. Nussenzveig ways to compute the matrix exponential. The efficiency: 1) boundary integral equations, Lopes talks in this minisymposium will highlight including optimal handling of material jumps Universidade Federal do Rio De Janeiro, some of the many contributions of Charlie and inhomogeneous media, and 2) fast solvers Brazil and preconditioners for the directly discretized Van Loan’s career. 10:30-10:55 The 2d Euler Equations at PDE. Organizer: David Bindel Low Regularity

Wednesday Cornell University, USA Organizer: Leonardo Zepeda- Tarek M. Elgindi, Princeton University, USA Nunez 11:00-11:25 On the Spectrum of Organizer: Ilse Ipsen University of California, Irvine, USA North Carolina State University, USA Rayleigh-Taylor Instability in Presence Organizer: Alex H. Barnett of a Background Shear 10:30-10:55 Parallel Tucker-Based Dartmouth College and Simons Foundation, Roman Shvydkoy, University of Ilinois at Compression for Regular Grid Data USA Chicago, USA; Zhiwu Lin and Chongchun Tamara G. Kolda, Sandia National 10:30-10:55 High Frequency Boundary Zhen, Georgia Institute of Technology, Laboratories, USA; Woody N. Austin, USA University of Texas at Austin, USA; Grey Integral Equations in a Linearly Ballard, Sandia National Laboratories, Stratified Medium 11:30-11:55 The Vanishing Viscosity USA Alex H. Barnett, Dartmouth College and Limit in Porous Media Simons Foundation, USA; Bradley Nelson, Anna Mazzucato, Pennsylvania State 11:00-11:25 Cancer Diagnostics Stanford University, USA; J. Matthew University, USA; Christophe Lacave, and Prognostics from Comparative Mahoney, University of Vermont, USA Universite Paris 7-Denis Diderot, Spectral Decompositions of Patient- France Matched Genomic Profiles 11:00-11:25 Why Is High-Frequency Orly Alter, University of Utah, USA Helmholtz Equation Difficult to Solve? 12:00-12:25 Critical Regularity for Hongkai Zhao, University of California, Energy Conservation in 2D Inviscid 11:30-11:55 Exploiting Structure in Irvine, USA Fluid Dynamics the Simulation of Super Carbon Alexey Cheskidov, University of Illinois, Nanotubes 11:30-11:55 Well-Posed Boundary Chicago, USA; Milton Lopes Filho and Christian H. Bischof, Technische Universität Integral Equation Formulations and Helena J. Nussenzveig Lopes, Universidade Darmstadt, Germany Nyström Discretizations for the Solution of Helmholtz Transmission Problems in Federal do Rio De Janeiro, Brazil; Roman 12:00-12:25 A Revisit to the GEMM- Lipschitz Domains Shvydkoy, University of Ilinois at Chicago, Based Level 3 BLAS and Its Impact Catalin Turc, New Jersey Institute of USA on High Performance Matrix Technology, USA Computations Bo T. Kågström, Umeå University, Sweden 12:00-12:25 Multiple Traces Formulations: Novel Extensions and Challenges Carlos Jerez-Hanckes and Simon Tournier, Pontificia Universidad Católica de Chile, Chile 2016 SIAM Annual Meeting 77

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS76 MS77 MS78 Sensitivity Analysis and Student Days: Student Student Days: Student Paper Optimality Conditions for Chapter Presentations Prize Winner Presentations Nonsmooth Problems 10:30 AM-12:30 PM 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:Commonwealth B - Concourse Level Room:Commonwealth C - Concourse Level Room:BCEC Room 253C For Part 4 see MS63 For Part 6 see MS95 Nonsmoothness can emerge in engineering For Part 6 see MS95 Student Days session organized by the SIAM applications such as obstacle problems, Student Days session organized by the SIAM Education Committee. Education Committee. thermodynamic phase transitions, and Organizer: Sigal Gottlieb multistream heat exchanger modeling, Organizer: Daniel Eckhardt University of Massachusetts, Dartmouth, USA and can hinder traditional numerical Rensselaer Polytechnic Institute, USA Participants To Be Announced methods that assume differentiability. Organizer: Nguyenho Ho This minisymposium presents several Worcester Polytechnic Institute, USA recent advances in describing and computing useful sensitivity information Organizer: Melody Takeuchi for nonsmooth problems, for use in Tufts University, USA nonsmooth optimization and equation- 10:30-10:45 Evaluating and Improving solving methods. Efficient, automatable Sleep Spindle Detection Methods by techniques are presented for computing SPEA2 generalized derivatives and piecewise Min-Yin Liu, Adam Huang, and Norden linearizations under minimal assumptions. Huang, National Central University,

The accompanying theory of nonsmooth Taiwan Wednesday analysis is extended as well, including new optimality conditions based on piecewise 10:50-11:05 Game-Theoretic Transition Threshold in Hyperbolic Random linearizations, and new relations between Geometric Graphs established generalized derivatives. Christine Marshall, Colm O’Riordan, and Organizer: Peter G. Stechlinski James Cruickshank, National University of Massachusetts Institute of Technology, USA Ireland, Galway, Ireland Organizer: Kamil Khan 11:10-11:25 Variance-Reduced HMM Argonne National Laboratory, USA for Stochastic Slow-Fast Systems 10:30-10:55 A Generalized Abs- Ward Melis and Giovanni Samaey, KU Normal Form Leuven, Belgium Torsten F. Bosse, Argonne National 11:30-11:45 Constitutive Restrictions in Laboratory, USA Nonlinear Elasticity 11:00-11:25 Lexicographic Kunal Patil and C.S. Jog, Indian Institute of Derivatives of Nonsmooth Systems Science, Bangalore, India Kamil Khan, Argonne National Laboratory, 11:50-12:05 Modeling Stripe Formation USA in Zebrafish: An Agent-Based 11:30-11:55 Sensitivity Analysis of Approach Nonsmooth Differential-Algebraic Alexandria Volkening and Bjorn Sandstede, Equations Brown University, USA Peter G. Stechlinski and Paul I Barton, 12:10-12:25 Infinite Dimensional Massachusetts Institute of Technology, Numerical Linear Algebra USA Marcus Webb, University of Cambridge, 12:00-12:25 Optimality or Convexity United Kingdom; Sheehan Olver, Conditions for Nonsmooth Objectives University of Sydney, Australia Andreas Griewank, Yachay Tech University, Ecuador; Andrea Walther, University of Paderborn, Germany 78 2016 SIAM Annual Meeting

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS79 CP11 CP12 The Diversity of Applied Applications in Economics Fluids Mathematics and Social Science 10:30 AM-12:50 PM 10:30 AM-12:30 PM 10:30 AM-12:50 PM Room:Otis - Lobby Level Room:Commonwealth A - Concourse Level Room:BCEC Room 251 Chair: Anand Oza, Courant Institute of Chair: Barret Deris, Massachusetts Institute Mathematical Sciences, New York University, Part of the SIAM Workshop Celebrating of Technology, USA USA Diversity 10:30-10:45 Do Prices Coordinate 10:30-10:45 Stretching a Filament for Mathematics is used in many fields and Markets? a Viscoelastic Constitutive Model with applied to many problems whether modeling Ryan M. Rogers, Justin Hsu, Jamie Thixotropic Yield Stress Behavior oceans, optimizing systems, or analyzing Morgenstern, Aaron Roth, and Rakesh Yuriko Renardy and Holly Grant, Virginia images. This minisymposium highlights Vohra, University of Pennsylvania, USA Tech, USA the vast approaches and applications of 10:50-11:05 Lateral Trait Transfer 10:50-11:05 Conservative DEC mathematics as a part of the Workshop Enhances Cooperation Discretization of Incompressible Celebrating Diversity. In addition, this Barrett Deris and Jeff Gore, Massachusetts Navier-Stokes Equations on General minisymposium features young female Institute of Technology, USA Surface Simplicial Meshes mathematicians working in and outside of Mamdouh S. Mohamed, King Abdullah academia. 11:10-11:25 Users Dynamics on Two- University of Science & Technology Sided Platforms Organizer: Jessica Meixner (KAUST), Saudi Arabia; Anil Hirani, Victoria Rayskin, Pennsylvania State University of Illinois at Urbana-Champaign, I.M. Systems Group, USA University, USA USA; Ravi Samtaney, King Abdullah Organizer: Erica J. Graham 11:30-11:45 Forecasting Chaotic University of Science & Technology Bryn Mawr College, USA Business Cycles Perturbed by Noise (KAUST), Saudi Arabia Organizer: Raegan Higgins James M. Haley, Point Park University, USA 11:10-11:25 On Solutions of the 2D Texas Tech University, USA 11:50-12:05 Functional Segmentation Navier-Stokes Equations with Constant Organizer: Susan Minkoff of Marketing Technologies via Energy and Enstrophy University of Texas, Dallas, USA Topological Methods Jing Tian and Bingsheng Zhang, Texas A&M Wednesday Tyler J. Foxworthy, Zachary Cardwell, and University, USA 10:30-10:55 Modeling Tides in the Caleb Eiler, DemandJump, USA West Pacific 11:30-11:45 Coupled RapidCell and Jessica Meixner, I.M. Systems Group, USA; 12:10-12:25 The Carrying Capacity Lattice Boltzmann Models to Simulate Steven Brus, Joannes Westerink, and Hans Allocation Model for Express Freight Hydrodynamics of Bacterial Transport Westerink, University of Notre Dame, and General Cargo Under the Price in Response to Chemoattractant USA; Shangyao Nong, FM Global, USA Elasticity of Demand Gradients in Confined Domains Cheng-Chang Lin, National Cheng Kung Hoa Nguyen, Trinity University, USA 11:00-11:25 Analysis of Hyperspectral University, Taiwan Images Via Difusion Methods on 11:50-12:05 A Dynamical System for Graphs 12:30-12:45 Control Chart for Interacting Flapping Swimmers Karamatou A. Yacoubou Djima, Swarthmore Simultaneous Monitoring of Linear Anand Oza, Leif Ristroph, and Michael J. College, USA Profile Parameters Shelley, Courant Institute of Mathematical Tahir Mahmood, Saddam Abbasi, Sciences, New York University, USA 11:30-11:55 An Optimization Muhammad Riaz, and Nasir Abbas, Approach to the Airlift Planning 12:10-12:25 On the Influence of King Fahd University of Petroleum and Problem Surface Chemistry and Vibration on Minerals, Saudi Arabia Dimitris Bertsimas, Allison Chang, Sedimentation of Pigments in Liquid Velibor Misic, and Nishanth Mundru, Coating Formulations Massachusetts Institute of Technology, Emmanuel O. Asante-Asamani, Bruce Wade, USA and Lei Wang, University of Wisconsin, Milwaukee, USA 12:00-12:25 Target Identification in Sonar Imagery Via Simulations of 12:30-12:45 Analysis of High-Speed Helmholtz Equations Rotating Flow in 2D Polar (r -θ) Christina Frederick, Georgia Institute of Coordinate Technology, USA Sahadev Pradhan, V. Kumaran, and Sahadev Pradhan, Indian Institute of Science, Bangalore, India 2016 SIAM Annual Meeting 79

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 CP13 Workshop Celebrating IT7 Diversity Lunch Simulation and Modeling Ecological Collapse and By Invitation Only 10:30 AM-12:50 PM the Phase Transition to Room:BCEC Room 254A 12:30 PM-2:00 PM Turbulence Chair: David J. Gardner, Lawrence Room:Marina-Lobby Level 2:00 PM-2:45 PM Livermore National Laboratory, USA Room:Grand Ballroom - Concourse Level 10:30-10:45 Filters of the Improvement Chair: Mary Silber, University of Chicago, of Multiscale Data from Atomistic Book Committee Meeting USA Simulations David J. Gardner, Lawrence Livermore 12:30 PM-2:00 PM How do fluids become turbulent as their flow velocity is increased? In recent years, National Laboratory, USA; Daniel R. Room:Faneuil - Mezzanine Reynolds, Southern Methodist University, careful experiments in pipes and Taylor- USA Couette systems have revealed that the lifetime of transient turbulent regions in a 10:50-11:05 A Cellular Automaton Industry Committee Meeting fluid appears to diverge with flow velocity Model Examining the Effects of just before the onset of turbulence, faster Oxygen, Hydrogen Ions and Lactate 12:30 PM-2:00 PM than any power law or exponential function. on Early Tumour Growth I show how this superexponential scaling of Maymona Al-Husari, Gulf University for Room:Executive Board Room - Mezzanine Level the turbulent lifetime in pipe flow is related Science and Technology, Kuwait; Steven to extreme value statistics, which I show Webb, University of Liverpool, United is a manifestation of a mapping between Kingdom; Craig Murdoch, University of transitional turbulence and the statistical

Sheffield, United Kingdom mechanics model of directed percolation. Wednesday 11:10-11:25 Spatial Adaptivity in This mapping itself arises from a further Stochastic Simulations surprising and remarkable connection: Hans-Werner Van Wyk, Auburn University, laminar and turbulent regions in a fluid USA behave as a predator-prey ecosystem. Such ecosystems are governed by individual 11:30-11:45 Algorithms and Analysis fluctuations in the population and being for Nonequilibrium Langevin Dynamics naturally quantized, are solvable by path Matthew Dobson, University of Minnesota, integral techniques from field theory. I USA explain the evidence for this mapping, 11:50-12:05 The Effect of a Variable and propose how a unified picture of the Viscous Profile on the Stability of Multi- transition to turbulence emerges in systems Layer Radial Porous Media and Hele- ranging from turbulent convection to Shaw Flows magnetohydrodynamics. Craig Gin and Prabir Daripa, Texas A&M University, USA Nigel Goldenfeld University of Illinois at Urbana-Champaign, 12:10-12:25 Robust Optimization of USA Gas Assisted Gravity Drainage Process under Geological Uncertainties Watheq J. Al-Mudhafar, Louisiana State University, USA 12:30-12:45 New Explicit Analytical Intermission Solutions to Boundary-Value Problem 2:45 PM-3:00 PM for Poisson’s Equations in Application to Groundwater Hydrology/ Geomorphology Rouzalia Kasimova, German University of Technology in Oman, Oman; Ilgiz Kayumov and Yurii Obnosov, Kazan Federal University, Russia; Anvar Kacimov, Sultan Qaboos University, Oman

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Wanted: Challenge Problems Problem Ideas Being Sought for High School Math Modeling Competition

® Moody’s Mega Math Challenge® $150,000 in Scholarship Prizes!

Required problem characteristics • Accessibility to 11th and 12th graders Moody’s Mega Math (M3) Challenge is • Suitability for solution in 14 hours an Internet-based, applied mathematics • Possibility for significant mathematical modeling contest for high school juniors and • Topic of current interest involving interdisciplinary problem solving and seniors. M3 takes place each year in critical thinking skills (e.g., humanitarian or environmental concerns, social late February or March. Teams of 3–5 media or online community challenges economic or financial problems) students are given 14 hours to solve an • Availability of enough data for a variety of approaches and depth of solutions open-ended, math modeling problem (but no easy answers found on the web) related to a real-world issue. Winners • Problem is broken into a few pieces receive college scholarships totaling • References are identified that will be helpful for getting students started $150,000. Registration and participation • Please submit problem statement idea in the format of previous Challenge are free. problems The goal of the Challenge is to motivate Problem structure students to study and pursue careers Within the problem statement, there should be three questions for teams in STEM disciplines, especially applied to answer: mathematics, computational science, • Question One: The warm up — Every serious team can answer. economics, and finance. The problem is • Question Two: The guts — Framed so that every team can have some revealed to the students only after they success and many teams can cover it well. login on their selected Challenge day. • Question Three: The discriminator — Many teams can do something, while Solutions are judged by professional only a few will have striking results. mathematicians on the approach and methods used and the creativity Honoraria • $150 for problems found suitable to add to the M3 problem reserve “bank” displayed in problem solving and mathematical modeling. • $300 for problems posted on the website as sample modeling problems • $1,000 for problems selected from the reserve bank to be used as “the” Coming up with great problem ideas year Challenge problem after year is not easy, and that’s where we’re hoping you can help. View “past problems” and other related items at http://m3challenge.siam.org/resources/sample-problems. 6/16 To submit new ideas or get additional information, contact: Michelle Montgomery Project Director, Moody’s Mega Math Challenge [email protected] SIAM – Society for Industrial and Applied Mathematics [email protected] 3600 Market Street, 6th Floor, Philadelphia, PA 19104 USA http://m3challenge.siam.org/resources/suggest-problems

Society for Industrial m3challenge.siam.org and Applied Mathematics 82 2016 SIAM Annual Meeting

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 SP3 MS80 MS81 W.T. and Idalia Reid Prize Advanced Numerical Advances in Computational in Mathematics Methods for Methods for Fluid-Structure 3:00 PM-3:30 PM Electromagnetic Wave Interaction Problems - Room:Grand Ballroom - Concourse Level Problems in Complex Part II of II Chair: Pamela Cook, Univeristy of Media 4:00 PM-6:00 PM Delaware 4:00 PM-6:00 PM Room:BCEC Room 257A Not available at time of publication. Room:BCEC Room 252B For Part 1 see MS65 Fluid-structure interaction (FSI) problems are Ioannis Kevrekidis Forward simulations of the propagation important in many fields of engineering and Princeton University, USA and scattering of transient electromagnetic applied science. These problems are often (EM) waves in complex media are difficult to simulate in an efficient, stable important in a variety of applications and accurate manner. This minisymposium such as radar, environmental and medical aims to describe recent advances in the imaging, including noninvasive detection development of numerical methods and Coffee Break of cancerous tumors, and the investigation computational frameworks for the related of the effect of precursors on the human 3:30 PM-4:00 PM problems. body. Thus, the development and analysis Room:Galleria Level of efficient numerical methods which are Organizer: Longfei Li accurate, consistent and stable is important Rensselaer Polytechnic Institute, USA for constructing prediction tools that are Organizer: Qi Tang reliable. The talks in this minisymposium Rensselaer Polytechnic Institute, USA will address advances in numerical techniques for multiscale modeling, 4:00-4:25 An Added Mass Partitioned interface modeling, handling anisotropy FSI Algorithm for Rigid Bodies and and unstructured meshes for simulating Incompressible Flows EM wave propagation in complex media. Qi Tang, Jeffrey W. Banks, William Henshaw, and Donald W. Schwendeman, Wednesday Organizer: Vrushali A. Bokil Rensselaer Polytechnic Institute, USA Oregon State University, USA 4:30-4:55 The Shifted Immersed 4:00-4:25 A Numerical Boundary FEM Method for FSI Homogenization Method for Guglielmo Scovazzi, Ting Song, and Alex Composite Dispersive Materials Main, Duke University, USA Vrushali A. Bokil, Oregon State University, USA 5:00-5:25 FSI in Multi-Phase Flows Using An ALE/Phase-Field Formulation 4:30-4:55 Anisotropic Material Xiaoning Zheng, Brown University, USA Based FDTD Method for Dispersive and Complex Media 5:30-5:55 The Shifted Nitsche Method: Jinjie Liu, Delaware State University, USA A New Approach to Embedded Boundary Conditions 5:00-5:25 Time Domain Interface Alex Main and Guglielmo Scovazzi, Duke Methods for Electromagnetic Wave University, USA Propagation in Dispersive Media Shan Zhao, University of Alabama, USA 5:30-5:55 Charge-Conserving Electromagnetic Particle-in-Cell Algorithms on Unstructured Grids Based on Differential Forms Fernando Teixeira, Ohio State University, USA 2016 SIAM Annual Meeting 83

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS82 MS83 MS84 Algorithms and Statistical An O(N) matrix free Data Centric Computing Methods for Noisy Network approach to Rothe’s – Challenges and Analysis - Part II of II method, the Opportunities - Part II of II T 4:00 PM-6:00 PM Transpose (MOL ) 4:00 PM-6:00 PM Room:BCEC Room 253B 4:00 PM-6:00 PM Room:Grand Ballroom CDE - Concourse Level For Part 1 see MS66 Room:BCEC Room 253A Network analysis is an elegant, graph-based Solving stiff PDEs numerically is a For Part 1 see MS67 method for studying complex systems of challenging problem at scale. Traditional The volume, variety, velocity and veracity interacting entities. These mathematical implicit methods that rely on inverting large of data in our world today transforms how models, however, inherently include some matrices have problems scaling on modern we think about computer systems to be discrepancy from the real-world systems super computers. Here we focus on exploring more data centric. The challenge is not the they represent. Some relationships may semi-analytic methods based on the Method ability to compute, but the need to efficiently not be observable, and there may be errors Of Lines Transpose (MOLT) for a range of move and handle large data sets. Instead of in the measurements taken to infer the linear and non-linear PDEs. The MOLT how fast can we compute, the real question network structure. Since traditional graph formulation, which is a practical approach to is time to solution. We need to optimize theory deals with exact mathematics, one Rothe’s method, starts by discretizing a PDE across the entire system by looking at the of the most challenging aspects of modern in time. Next, the resulting set of coupled entire workflow that makes up a compute network analysis is accounting for this boundary value problems is efficiently solution. This minisymposium will discuss noise. This minisymposium will include solved using fast summation. The approach the challenges and opportunities for compute talks on algorithmic techniques to handle hear differs from the traditional formulation solutions to exploit the data centric systems noise in networks and obtain reliable results which resulted in large matrices that were as we evolve to exascale. Wednesday from their analysis, and work on statistical cumbersome. Organizer: Kirk E. Jordan analysis of noisy networks. Organizer: Andrew J. Christlieb IBM T.J. Watson Research Center, USA Organizer: Sanjukta Bhowmick Michigan State University, USA Organizer: Constantinos University of Nebraska, Omaha, USA 4:00-4:25 A Numerical Framework Evangelinos Organizer: Benjamin A. Miller for Integrating Deferred Correction IBM T.J. Watson Research Center, USA Massachusetts Institute of Technology, USA Methods to Solve High Order 4:00-4:25 Moving Molecular Data for 4:00-4:25 Stability and Continuity Collocation Formulations of ODEs Mobile Visualization of Centrality Measures in Weighted Wenzhen Qu, Hohai University, China; Namdi Thomas J. Peters and Kevin Marinelli, Graphs Brandon, Dangxing Chen, Jingfang Huang, University of Connecticut, USA Santiago Segarra and Alejandro Ribeiro, and Tyler Kress, University of North 4:30-4:55 Data Management on the University of Pennsylvania, USA Carolina at Chapel Hill, USA GPU Using OpenMP 4 4:30-4:55 Evolution of Co-authorship 4:30-4:55 Method of Lines Transpose David Appelhans, IBM Research, USA Networks as Measure of Applied to Regularized Kernels Bryan D. Quaife, Florida State University, 5:00-5:25 Data Centric Workflow Interdisciplinarity of Industrial and Global Seismic Deryc T. Painter, Manfred Laubichler, and USA; Benjamin Ong and Andrew J. Christlieb, Michigan State University, USA Processing, Imaging and Inversion Nadya Bliss, Arizona State University, Sanzong Zhang and Kirk E. Jordan, IBM USA 5:00-5:25 Successive Convolution: a Research, USA High Order Framework for Pdes Based 5:00-5:25 Iterative Sample Removal 5:30-5:55 The Seismic Stress Test for for Reliable Networks on the Method of Lines Transpose Matt Causley, Kattering University, USA Data Centric Systems Kathryn Dempsey, University of Nebraska, Phil Bording, Alabama A&M University, Omaha, USA 5:30-5:55 An Integral Equation USA; Debanjan Datta, University of 5:30-5:55 Noise in Networks: Future Approach to Solving the Navier-Stokes Texas at Austin, USA; Kirk E. Jordan, Directions Equations Via Rothe’s Method IBM T.J. Watson Research Center, USA Benjamin A. Miller, Massachusetts Institute Mary-Catherine Kropinski, Simon Fraser of Technology, USA; Vladimir Ufimtsev University, Canada and Sanjukta Bhowmick, University of Nebraska, Omaha, USA 84 2016 SIAM Annual Meeting

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS85 MS86 MS87 Inferring Networks from Non- Making Noise Work For Model Reduction for Inverse Network Data -- You: Switching, Extinction, Problems - Part II of II Part II of II Control and all that! 4:00 PM-6:00 PM 4:00 PM-6:00 PM 4:00 PM-6:00 PM Room:BCEC Room 257B Room:Grand Ballroom A - Concourse Level Room:Grand Ballroom B - Concourse Level For Part 1 see MS71 This minisymposium brings together For Part 1 see MS69 In many physical and biological problems, applied and theoretical experts that use Organized by SIAG/DMA random fluctuations occur due to internal model reduction techniques to solve inverse interactions and/or external stochastic forces. Network representation learning is an problems arising in large-scale time- and Examples occur in population networks that emerging field that is exclusively focused frequency-domain wave field problems. support epidemics, ecological bio-diversity, on developing the understanding and rigor This gives efficient inversion methods in cancer cell growth, and switching used in for inferring useful network representations applications including geophysics. from noisy, indirect and diverse data. In sensor design, among others. In almost all many practical settings, researchers are examples, fluctuations organize in such a way Organizer: Fernando Guevara often faced with having to make arbitrary to drastically alter the dynamics, leading to Vasquez decisions on how to construct networks. improved global predictions of rare events University of Utah, USA and novel dynamic stochastic controls. In Such arbitrary decisions have important Organizer: Alexander V. Mamonov this session, the topic of noise interacting implications on the quality of subsequent University of Houston, USA learning tasks. This minisymposium will with dynamical systems will be explored explore recent developments in the area of using topics from biophysics, cell biology, 4:00-4:25 Nonlinear Seismic network representation learning including 1) epidemiology, and engineering. In particular, Imaging via Reduced Order Model fusion techniques that lead to robust network situations will be discussed where noise can Backprojection Alexander V. Mamonov, University of representations, 2) task-based network work for you. Houston, USA; Vladimir L. Druskin, representation learning, and 3) validation Organizer: Ira B. Schwartz Schlumberger-Doll Research, USA; of representation quality in the absence of Naval Research Laboratory, USA Andrew E. Thaler, Institute for ground truth. Organizer: Lora Billings Mathematics and its Applications, USA; Organizer: Rajmonda Caceres Wednesday Montclair State University, USA Mikhail Zaslavsky, Schlumberger-Doll Massachusetts Institute of Technology, USA 4:00-4:25 The Force of Fluctuations: Research, USA Organizer: Ivan Brugere from Analysis to Control in Extinction 4:30-4:55 A Model Reduction University of Ilinois at Chicago, USA and Switching in Networks Approach to Inversion for a Parabolic Organizer: Tanya Y. Berger-Wolf Ira B. Schwartz, Naval Research Laboratory, Partial Differential Equation University of Illinois, Chicago, USA USA Liliana Borcea, University of Michigan, USA 4:00-4:25 Do I Have the ‘Right’ 4:30-4:55 Does Delay Constructively 5:00-5:25 A Model Based Data Driven Network? Task-Oriented Models for Influence the Dynamics of Genetic Dictionary Learning for Seismic Data Network Structure Inference and Networks? Representation Validation William Ott, University of Houston, USA Evren Yarman, Schlumberger, United Ivan Brugere, University of Ilinois at 5:00-5:25 Using the Wentzell-Freidlin Kingdom Chicago, USA Least Action to Maneuver Network 5:30-5:55 Equivalence of Spectrally 4:30-4:55 Mis-Specification, Sparsity, Dynamical Systems Matched Grids and Galerkin Methods and Superpoplulation Inference for William Kath, Northwestern University, USA Shari Moskow, Drexel University, USA; Sparse Social Networks 5:30-5:55 Analysis and Control of Pre- Vladimir L. Druskin, Schlumberger-Doll Edoardo Airoldi and Alexander D’Amour, Extinction Dynamics in Population Research, USA; Alexander V. Mamonov, Harvard University, USA Networks University of Houston, USA; Mikhail Lora Billings, Montclair State University, Zaslavsky, Schlumberger-Doll Research, 5:00-5:25 Inferring Roles of People in USA Social Networks Extracted from New USA York Times Articles Glorimar Castro-Noriega, University of Puerto Rico, Mayaguez, Puerto Rico; Joel Acevedo-Aviles and William Campbell, Massachusetts Institute of Technology, USA 5:30-5:55 Networks in Neuroscience and Climate Science Gowtham Atluri, Saurabh Agrawal, and Vipin Kumar, University of Minnesota, USA 2016 SIAM Annual Meeting 85

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS88 MS89 MS90 Modeling Biological and Modeling of Synchronous Modeling, Simulation, and Physical Phenomena in a and Correlated Behavior in Optimization for Sustainable Fluid Environment Neuronal Networks Resources 4:00 PM-6:00 PM 4:00 PM-6:00 PM 4:00 PM-6:00 PM Room:Commonwealth A - Concourse Level Room:BCEC Room 253C Room:BCEC Room 254A Part of the SIAM Workshop Celebrating The speakers in this session will discuss several Moving towards a sustainable environment Diversity ways in which synchrony and oscillations is one of the most important issues facing arise using various mathematical models with An understanding of fluid mechanics the global community. Progress on these applications to neuronal networks. Many of is essential to understanding the world problems requires an interdisciplinary these networks naturally exist in a synchronous around us. Many of the systems that keep approach, both within the mathematical state. Gaining insight into the underlying the human body functioning properly sciences and the larger scientific and mechanisms behind this oscillatory behavior occur in a fluid environment. Organisms engineering community. The speakers in this is useful for explaining numerous neuronal live in fluids as diverse as the ocean, the minisymposium will discuss their efforts phenomena. air, and biofluids. This session collects to address the mathematical aspects and several examples of how mathematics is Organizer: Pamela B. Pyzza inherent challenges associated with problems currently being used to study a range of Ohio , USA with human and natural components. biological and physical problems with ties Organizer: Gregor Kovacic Organizer: Kathleen Fowler to fluid mechanics. Computational methods, Rensselaer Polytechnic Institute, USA Clarkson University, USA mathematical modeling, associated analytic techniques, and laboratory experimentation 4:00-4:25 Firing-Rate Model of Locust Organizer: Lea Jenkins are employed to better understand a range of Antennal Lobe Clemson University, USA Wednesday applications from swimming microorganisms Pamela B. Pyzza, Ohio Wesleyan University, 4:00-4:25 Analysis of Farming to blood clots. USA; Gregor Kovacic, Rensselaer Processes Using Simulation-Based Polytechnic Institute, USA; David Cai, Optimization Organizer: Brittany Bannish Shanghai Jiao Tong University, China and Kathleen Fowler, Clarkson University, USA University of Central Oklahoma, USA Courant Institute of Mathematical Sciences, 4:30-4:55 Exploiting Infiltration Events: New York University, USA Organizer: Raegan Higgins Management of Recharge Networks Texas Tech University, USA 4:30-4:55 Emergence of Limit Cycles In Lea Jenkins, Clemson University, USA; Organizer: Susan Minkoff Simplified Basal Ganglia Model Farthing Matthew, United States Army University of Texas, Dallas, USA Michael Caiola and Mark Holmes, Rensselaer Corps of Engineers, USA Polytechnic Institute, USA Organizer: Erica J. Graham 5:00-5:25 Optimal Design of a Bryn Mawr College, USA 5:00-5:25 Synchrony Among Chemically Bioremediation System for Water and Electrically Coupled Neurons 4:00-4:25 Molecular and Physical Resources Jennifer Kile and Gregor Kovacic, Rensselaer Mechanisms of Fibrinolysis: Modeling Jesse Clark-Stone, Clarkson University, USA Polytechnic Institute, USA; David Cai, and Experimentation 5:30-5:55 Lyme Disease in New York Shanghai Jiao Tong University, China and Brittany Bannish, University of Central - Modeling Multilevel Population Courant Institute of Mathematical Sciences, Oklahoma, USA Interactions as Affected by Human New York University, USA 4:30-4:55 A Mathematical Model of Driven Development 5:30-5:55 Impact of Single-Neuron Joe Skufca, Clarkson University, USA Venous Thrombosis Initiation Dynamics on Transfer of Correlations Priscilla Elizondo and Aaron L. Fogelson, from Common Input University of Utah, USA Andrea K. Barreiro, Southern Methodist 5:00-5:25 Numerical Methods for University, USA Micro-Structure Evolution of Materials Saulo Orizaga, University of Arizona, USA 5:30-5:55 Microorganisms Swimming Through a Compliant Viscoelastic Network Ricardo Cortez, Tulane University, USA 86 2016 SIAM Annual Meeting

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS91 MS92 MS93 Novel Numerical Methods Numerical Linear and Numerical Methods for the on Polyhedral Meshes - Multilinear Algebra: Variable-Medium High- Part II of II Celebrating Charlie Van Frequency Helmholtz 4:00 PM-6:00 PM Loan - Part II of II Equation - Part II of II Room:BCEC Room 259A 4:00 PM-6:00 PM 4:00 PM-6:00 PM For Part 1 see MS72 Room:BCEC Room 254B Room:BCEC Room 256 In many real-world scientific and engineering For Part 1 see MS73 For Part 1 see MS74 applications modeled by partial differential Organized by SIAG/LA Numerical solution of the high-frequency equations (PDEs), polyhedral meshes Helmholtz equation, in inhomogeneous are preferred. Although many polytonal Charlie Van Loan has contributed broadly to numerical linear algebra and computational and/or discontinuous media, is crucial for discretization methods for numerical applications such as acoustics, optical devices, approximation of PDEs have been developed, science and is one of the best known expositors in the area. His work includes communications, and wave-based inverse the design of efficient simulation techniques problems. Yet it is well known that its on polyhedral meshes is still a challenging six books on computational science and numerical linear algebra, including the oscillatory nature can thwart modern elliptic task. For example, mesh generation, stable or boundary solvers relying on multigrid, low- finite element/difference methods, efficient widely-used Matrix Computations with Gene Golub (now in its fourth edition). His rank structures, etc. This pair of minisymposia time integration, quadrature rules on gathers geographically diverse junior and polyhedral meshes, and fast linear solvers. research work includes high-performance GEMM-based BLAS and parallel senior researchers who are at the forefront The main theme of the minisymposium of two avenues where analytic insight about is on the advanced numerical methods on factorization schemes, eigenvalue and SVD computations, tensors, and the many dubious wave propagation is boosting computational polyhedral meshes. The focus is on the efficiency: 1) boundary integral equations, mesh generation, robust temporal and spatial ways to compute the matrix exponential. The talks in this minisymposium will highlight including optimal handling of material jumps discretizations, efficient nonlinear and linear and inhomogeneous media, and 2) fast solvers solvers, and practical implementations for a some of the many contributions of Charlie Van Loan’s career. and preconditioners for the directly discretized wide range of applications. PDE. Organizer: Xiaozhe Hu Organizer: David Bindel Wednesday Cornell University, USA Organizer: Leonardo Zepeda-Nunez Tufts University, USA University of California, Irvine, USA Organizer: Lin Mu Organizer: Ilse Ipsen North Carolina State University, USA Organizer: Alex H. Barnett Oak Ridge National Laboratory, USA Dartmouth College and Simons Foundation, 4:00-4:25 Finite Element Multigrid 4:00-4:25 Charlie Van Loan and the USA Matrix Exponential Framework for Mimetic Finite 4:00-4:25 Interconnected Hierarchical Difference Discretizations Nicholas J. Higham, University of Manchester, United Kingdom Structures for Solving Non-coercive Carmen Rodrigo and Francisco José Gaspar, Elliptic PDEs University of Zaragoza, Spain; Xiaozhe Hu, 4:30-4:55 Nineteen Dubious Ways to Xiao Liu, Rice University, USA; Jianlin Xia, Tufts University, USA; Ludmil Zikatanov, Compute the Zeros of a Polynomial Purdue University, USA; Maarten de Hoop, Pennsylvania State University, USA Cleve Moler, The MathWorks, Inc., USA Rice University, USA 4:30-4:55 Providing User Interfaces 5:00-5:25 The Efficient Computation of 4:30-4:55 Optimized Helmholtz for Mesh Generation and Simulations Dense Derivative Matrices in MATLAB Discretizations: New Applications and Using Computational Model Builder Using ADMAT and Why Sparse Linear a Connection to Geometrical Optics (CMB) Solvers Can Help Christiaan C. Stolk, University of Amsterdam, Robert O’Bara, Kitware, Inc., USA Thomas F. Coleman, University of Waterloo, Netherlands Canada 5:00-5:25 A Posteriori Error Analysis 5:00-5:25 Fast Huygens Sweeping and Efficient Discretization for Two- 5:30-5:55 On Rank-One Perturbations Methods for High Frequency Waves in Stage Time Integration Methods and of a Rotation Inhomogeneous Media the Parareal Algorithm Robert Schreiber, Hewlett-Packard Jianliang Qian and Wangtao Lu, Michigan Jehanzeb H. Chaudhry, University of New Laboratories, USA State University, USA; Robert Burridge, Mexico, USA; Don Estep and Simon University of New Mexico, USA Tavener, Colorado State University, USA 5:30-5:55 Recent Progress on Fast 5:30-5:55 Meshing and Fem Simulation Algorithms for Oscillatory Problems of Ion Transport in Protein Channels from Density Function Theory and Nanopores Anil Damle, Stanford University, USA; Lin Tiantian Liu, Chinese Academy of Lin, University of California, Berkeley and Sciences, China; Benzhuo Lu, Institute of Lawrence Berkeley National Laboratory, Computational Mathematics, China USA; Lexing Ying, Stanford University, USA 2016 SIAM Annual Meeting 87

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS94 MS95 MS147 Recent Progress on Inviscid Student Days: MCM Prize Direct and Inverse Fluid Dynamics - Part II of II Winner Presentations Scattering in 4:00 PM-6:00 PM 4:00 PM-6:00 PM Electromagnetics and Room:BCEC Room 255 Room:Commonwealth B - Concourse Level Optics - Part II of II For Part 1 see MS75 For Part 5 see MS77 4:00 PM-6:00 PM Organized by SIAG/APDE For Part 7 see MS78 Room:Otis - Lobby Level This minisymposium focuses on Student Days session organized by the SIAM Education Committee. For Part 1 see MS129 mathematical analysis related to the Electromagnetic wave scattering is incompressible Euler equations and Organizer: Sigal Gottlieb encountered in wide range of applications associated models. There are several University of Massachusetts, Dartmouth, USA such as medical and biological imaging, important open problems concerning the industrial design and identifications, optics Euler equations, including the blow-up and photonics, etc. The mathematical studies problem, uniqueness of weak solutions, and of scattering problems pose significant the precise nature of inviscid dissipation. analytical and computational challenges. These problems are associated, in different This minisymposium seeks to bring ways, with the physical description of together researchers to promote exchange inviscid turbulence. This is an active of ideas, and present recent developments area of research, and the objective of this on the mathematical analysis and novel minisymposium is to showcase recent computational methods in this area. progress in this area, pointing to directions

of future investigation. Organizer: Songting Luo Wednesday Iowa State University, USA Organizer: Helena J. Nussenzveig Lopes Organizer: Junshan Lin Universidade Federal do Rio De Janeiro, Auburn University, USA Brazil 4:00-4:25 Fast Computation of 4:00-4:25 The Van Dommelen and 2D-Periodic Green Functions in 3D Shen Singularity in the Prandtl Near Cutoff Frequencies Stephen P. Shipman, Louisiana State Equations Igor Kukavica, University of Southern University, USA; Oscar P. Bruno, California, USA; Vlad C. Vicol, California Institute of Technology, USA; Princeton University, USA; Fei Wang, Catalin Turc, New Jersey Institute of University of Southern California, USA Technology, USA; Stephanos Venakides, Duke University, USA 4:30-4:55 The Vanishing Alpha Limit of Incompressible Euler-Alpha 4:30-4:55 Inverse Random Source Milton Lopes Filho, Universidade Federal Scattering Problems in Several do Rio De Janeiro, Brazil Dimensions Peijun Li, Purdue University, USA 5:00-5:25 The Aggregation Equation with Newtonian Potential 5:00-5:25 Acoustic Scattering by a Elaine Cozzi, Oregon State University, Sphere in the Time Domain USA; Gung-Min Gie, University of Paul A. Martin, Colorado School of Mines, Louisville, USA; James P. Kelliher, USA University of California, Riverside, USA 5:30-5:55 Stekloff Eigenvalues in Inverse Scattering 5:30-5:55 Determining Wavenumber Fioralba Cakoni, Rutgers University, USA; for Fluid Equations Alexey Cheskidov, University of Illinois, David L. Colton, Shixu Meng, and Peter Chicago, USA B. Monk, University of Delaware, USA 88 2016 SIAM Annual Meeting

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 CP14 CP15 CP16 Materials Science Numerical PDEs I Partial Differential Equations I 4:00 PM-6:00 PM 4:00 PM-6:00 PM 4:00 PM-6:00 PM Room:BCEC Room 252A Room:BCEC Room 251 Room:Commonwealth C - Concourse Level Chair: Aisa Biria, Yale University, USA Chair: Jonathan Graf, University of Chair: Luiz M. Faria, 4:00-4:15 Estimation of Shear Stress Maryland, Baltimore County, USA 4:00-4:15 Study of a Model Equation in in Machining by Inversion of Abel 4:00-4:15 Adaptive BDDC Methods Detonation Theory: Multidimensional Transform for Problems Posed in H(div) Effects Timothy J. Burns and Bert W. Rust, Duk-Soon Oh, Rutgers University, USA; Luiz M. Faria, Massachusetts Institute National Institute of Standards and Olof B. Widlund, Courant Institute of Technology, USA; Aslan Kasimov, Technology, USA of Mathematical Sciences, New York King Abdullah University of Science & Technology (KAUST), Saudi Arabia; 4:20-4:35 Intermediate Materials University, USA; Stefano Zampini, Rodolfo R. Rosales, Massachusetts Institute Alleviate Stress Concentration at King Abdullah University of Science & of Technology, USA Tissue Interfaces Technology (KAUST), Saudi Arabia; Aisa Biria, Yale University, USA; Clark R. Dohrmann, Sandia National 4:20-4:35 Global Attractors and Shreyas Mandre, Brown University, Laboratories, USA Weak Exponential Attractors for USA; Madhusudhan Venkadesan, Yale 4:20-4:35 Efficient Time-Stepping Strongly Damped Wave Equations University, USA Methods for the Numerical with Nonlinear Hyperbolic Dynamic Boundary Conditions 4:40-4:55 Stasis Domains in the Solution of Large Stiff Systems P. Jameson Graber, University of Texas Locomotion of a Bio-Inspired Within Parabolic Partial Differential at Dallas, USA; Joseph L. Shomberg, Crawler Equations Providence College, USA Paolo Gidoni and Antonio DeSimone, Jonathan Graf and Matthias K. Gobbert, SISSA, International School for University of Maryland, Baltimore 4:40-4:55 A Compact Scheme on the Advanced Studies, Trieste, Italy County, USA Cubed Sphere Grid for Propagation 4:40-4:55 Multigrid KSS Methods for Problems in Climatology 5:00-5:15 Design Issues for Magnetic Time-Dependent PDE Jean-Pierre Croisille, CNRS and University Rulers Haley Dozier and James V. Lambers, of Lorraine, France; Matthieu Brachet, Wednesday Armin Fügenschuh, Helmut-Schmidt- University of Southern Mississippi, USA University of Lorraine, France University, Germany 5:00-5:15 Partition of Unity 5:00-5:15 A Triple Bubble Solution in a 5:20-5:35 An Efficient Integral Isogeometric Analysis of Elliptic Quaternary Inhibitory System Equation Solver for Two-Dimensional Singular Perturbation Problems Chong Wang and Xiaofeng Ren, George Simulations in Nanoplasmonics Hyunju Kim, North Greenville University, Washington University, USA Harun Kurkcu, Gulf University for Science USA; Bongsoo Jang, Ulsan National 5:20-5:35 Interior and Boundary Spikes and Technology, Kuwait Institute of Science and Technology, for the Two-Dimensional GM System 5:40-5:55 Boundary Integral South Korea; Hae-Soo Oh and Sinae Yeyao Hu and Xiaofeng Ren, George Equation Method in the Theory of Kim, University of North Carolina, Washington University, USA Charlotte, USA Thermoelasticity of Double Porosity 5:40-5:55 A Numerical Scheme for Materials 5:20-5:35 Investigation and Two Dimensional Hyperbolic Partial Merab Svanadze, Ilia State University, Numerical Solution of the Difference Differential Equations Georgia Analogue of One Nonlinear Ram Jiwari, Indian Institute of Technology Parabolic Equation Roorkee, India Mikheil Tutberidze, Ilia State University, Georgia 5:40-5:55 An O(N) Molt T Energy Gradient Flows Using Direct Operator Inversion for Phase Field Models Hana Cho and Andrew J. Christlieb, Michigan State University, USA; Matt Causley, Kettering University, USA 2016 SIAM Annual Meeting 89

Wednesday, July 13 Thursday, July 14 Thursday, July 14 SP4 IT9 I. E. Block Community Graph Structure in Registration Lecture: Toy Models Polynomial Systems: 8:00 AM-4:30 PM 6:15 PM-7:15 PM Chordal Networks Room:Concourse Level Room:Grand Ballroom - Concourse Level 9:15 AM-10:00 AM Chair: To Be Determined Room:Grand Ballroom - Concourse Level Would you like to come see some toys? Chair: C. David Levermore, University of ‘Toys’ here have a special sense: objects IT8 Maryland, College Park, USA of daily life which you can find or make Mathematical Sciences The sparsity structure of a system of in minutes, yet which, if played with polynomial equations or an optimization imaginatively, reveal surprises that keep Education: What Is Wrong and problem can be naturally described by a scientists puzzling for a while. We will see Why Should You Care? graph summarizing the interactions among table-top demos of many such toys and the decision variables. It is natural to visit some of the science that they open up. 8:30 AM-9:15 AM wonder whether the structure of this graph The common theme is singularity. Room:Grand Ballroom - Concourse Level might help in computational algebraic Tadashi Tokieda Chair: Rachel Levy, Harvey Mudd College, geometry tasks (e.g., in solving the system). University of Cambridge, United Kingdom USA In this lecture we will provide a gentle and Stanford University, USA introduction to this area, focused on the Education in the mathematical sciences is in the key notions of chordality and treewidth, national spotlight. The good news includes data which are of great importance in related from the Bureau of Labor Statistics indicating areas such as numerical linear algebra, Community Reception that strong math skills are required for many database theory, constraint satisfaction, top jobs including, according to one ranking and graphical models. In particular, we 7:15 PM-8:15 PM using these data, actuary (no. 1 ranked job), will discuss “chordal networks”, a novel Room:Pavilion and Grand Ballroom - (no. 3), statistician (no. 4), and representation of structured polynomial Concourse Level data scientist (no. 6). There’s also plenty of bad systems that provides a computationally news. For example, women are almost twice as convenient decomposition of a polynomial likely as men to choose not to continue beyond ideal into simpler (triangular) polynomial Calculus I, even when Calculus II is required

sets, while maintaining its underlying Thursday SIAM Journal on Applied for their intended major. In this talk I will graphical structure. As we will illustrate Mathematics (SIAP) provide a snapshot of current efforts to improve through examples from different application post-secondary teaching and learning in the Editorial Board Meeting domains, algorithms based on chordal mathematical sciences, with particular focus on networks can significantly outperform 8:00 PM-10:00 PM courses taken in the first two years of college. existing techniques. Based on joint work with Diego Cifuentes (MIT). Room:Faneuil - Mezzanine Level Karen Saxe Macalester College, USA Pablo A. Parrilo Massachusetts Institute of Technology, USA

Exhibit Hall Open 9:30 AM-4:30 PM Room:Galleria Level

Coffee Break 10:00 AM-10:30 AM Room:Galleria Level 90 2016 SIAM Annual Meeting

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS96 MS97 MS98 Advances in Fast Algorithms Advances in Scattered Computational Aspects of for High Accuracy Solutions Data Approximation and Special Functions to PDEs - Part I of II Meshless Methods 10:30 AM-12:30 PM 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:BCEC Room 259A Room:BCEC Room 253C Room:BCEC Room 257B Special functions appear in a vast number of For Part 2 see MS113 have many inherent scientific applications where numerical values The introduction of fast algorithms has properties that make them useful for the functions are required. Algorithms dramatically increased the collection of for a variety of problems in science and methods for the computation of special problems for which a solution can be and engineering, from fitting data to functions are discussed. Related problems approximated to high accuracy. Some of the numerically solving differential equations. such as the computation of Gaussian most notable contributions include the FMM, These methods provide flexibility for quadrature rules and the numerical solution FFT and more recently fast direct solvers. The problems where mesh generation is either of ordinary differential equations will be also collection of methods presented in this session prohibitively expensive or infeasible. This addressed. utilize, are extension of, or are inspired by minisymposium focuses primarily on Organizer: Amparo Gil the famous fast methods. In particular, fast methods based on moving least squares Universidad de Cantabria, Spain algorithms for discretizing integral equations, approximation or radial basis functions. Organizer: Javier Segura inverse scattering in variable media, tensor The talks will address recent advances in Universidad de Cantabria, Spain based solvers and an expansion approach for the application of these methods to large- solving PDEs with corners will be presented. scale problems and recent developments in Organizer: Nico M. Temme Centrum voor Wiskunde en Informatica Organizer: Adrianna Gillman the methods themselves. (CWI), Netherlands Rice University, USA Organizer: Nathaniel Trask Brown University, USA 10:30-10:55 Efficient Computation of Organizer: Michael O’Neil Gaussian Quadrature Rules New York University, USA 10:30-10:55 A High-Order Staggered Amparo Gil, Diego Ruiz-Antolin, and Javier Meshless Method for Stokes 10:30-10:55 Harmonic Polynomials and Segura, Universidad de Cantabria, Spain; Equations with Applications to Quadrature by Expansion Nico M. Temme, Centrum voor Wiskunde Electrokinetic Suspension Flow Matt Wala, University of Illinois, USA en Informatica (CWI), Netherlands Nathaniel Trask, Brown University, USA 11:00-11:25 Recent Developments 11:00-11:25 A Method for the 11:00-11:25 Lagrangian Particle in Fast and Robust Algorithms for Numerical Computation of Simulations of Geophysical Fluid Quadrature by Expansion (QBX) Nonoscillatory Phase Functions Flow Manas N. Rachh, Yale University, USA James Bremer, University of California, Robert Krasny, University of Michigan, Davis, USA 11:30-11:55 Improved Solvers for the USA; Peter A. Bosler, Sandia National Thursday Time Harmonic Maxwell Equations on Laboratories, USA; James Kent, 11:30-11:55 Ultraspherical Spectral Axially Symmetric Domains Swansea University of South Wales, Method and Approximating Special Johan Helsing, Lund University, Sweden United Kingdom; Lei Wang, University Functions 12:00-12:25 On the Solution of Elliptic of Wisconsin, Milwaukee, USA; Sheehan Olver, University of Sydney, Partial Differential Equations on Christiane Jablonowski, University of Australia Regions with Corners Michigan, USA 12:00-12:25 Computing Without Kirill Serkh, Yale University, USA 11:30-11:55 A Galerkin Radial Basis Spherical Harmonics Function Method for Nonlocal Alex Townsend, Massachusetts Institute of Diffusion Technology, USA; Grady B. Wright and Stephen D. Bond, Sandia National Heather D. Wilber, Boise State University, Laboratories, USA USA 12:00-12:25 Numerical Study of Space-Time RBF for PDEs SIAM Presents Alfa Heryudono, University of Since 2008, SIAM has Massachusetts, Dartmouth, USA recorded many Invited Lectures, Prize Lectures, and selected Minisymposia from various conferences. These are available by visiting SIAM Presents (http://www.siam.org/meetings/presents.php). 2016 SIAM Annual Meeting 91

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS99 MS100 MS101 Conservation Laws Diverse Mathematicians in Education Programs in with Singular Shocks: Diverse Settings Data Science and Data Analytical, Numerical and 10:30 AM-12:30 PM Analytics - Part I of II Experimental Studies - Part Room:Commonwealth A - Concourse Level 10:30 AM-12:30 PM I of II Part of the SIAM Workshop Celebrating Room:BCEC Room 251 10:30 AM-12:30 PM Diversity For Part 2 see MS116 Room:BCEC Room 255 That mathematics can be applied in a rich Organized by the SIAM Education diversity of disciplines is on full display at the Committee For Part 2 see MS115 SIAM Annual Meeting and well understood Organized by SIAG/APDE Data Analytics as well as Data Science in this community. What is also true is that and Engineering are evolving towards Singular shock waves provide one of the mathematicians work and contribute within being an additional pillar of scientific principal tools for solving Riemann problems diverse settings, from industry to academia, progress. In business and industry, data which cannot be solved by classical shocks from math departments to schools of public will be one of the key resources of the and rarefactions. This minisymposium aims health. That women and minorities have 21th century. On the other hand, structured to present recent developments in that area been underrepresented in fields driven by programs to educate undergraduate and placing emphasis on systems with physical mathematical innovation is a challenge to graduate students in Data Science, or interest. the entire field. This session deals with this even programs that lead to a data-related Organizer: Andrea L. Bertozzi challenge by highlighting the contributions of major, are still emerging. Hence, there University of California, Los Angeles, USA a diverse set of speakers. are no “mainstream” templates for data- oriented programs available, yet, nor are Organizer: Charis Tsikkou Organizer: Josef Sifuentes there related training opportunities for West Virginia University, USA University of Texas, Rio Grande Valley faculty. The goal of this minisymposium is 10:30-10:55 Singular Shocks in a Organizer: Susan Minkoff therefore to present and discuss curricula University of Texas, Dallas, USA Chromatography Model and recent activities towards installing data- Charis Tsikkou, West Virginia University, Organizer: Raegan Higgins related programs. USA Texas Tech University, USA Organizer: Michael Bader 11:00-11:25 Asymptotic and Organizer: Erica J. Graham Technische Universität München, Germany Numerical Studies of Free Boundaries Bryn Mawr College, USA Thursday and Singular Shocks in Magnetized Organizer: Rachel Levy Target Fusion Reactors 10:30-10:55 Randomized Methods for Harvey Mudd College, USA Michael Lindstrom, University of California, Rank-Deficient Linear Systems Josef Sifuentes, University of Texas, Rio Organizer: Sigal Gottlieb Los Angeles, USA University of Massachusetts, Dartmouth, Grande Valley 11:30-11:55 Contagion Shocks in One USA Dimension 11:00-11:25 Polynomial Time Instance of the Maximum Weighted Co-2-Plex Organizer: Suzanne L. Weekes Martin Short, Georgia Institute of Worcester Polytechnic Institute, USA Technology, USA; Andrea L. Bertozzi Problem Cynthia Wood, Coinalytics Company 10:30-10:55 The Miseducation of and Li Wang, University of California, Data Scientists Los Angeles, USA; Jesus Rosado Linares, 11:30-11:55 Discontinuous Galerkin Mechie Nkengla, Ernst & Young LLP, Universidad de Buenos Aires, Argentina Methods for Boltzmann - Poisson USA Systems of Electronic Transport in 12:00-12:25 Particle-Laden Viscous Semiconductors 11:00-11:25 Interdisciplinary Flow on An Incline: Singular Shock Jose Moroles Escalante, University of Texas Data Analytics - A Graduate Solutions and Surface Tension Effects at Austin, USA Masters Degree Across Business, Jeffrey Wong, University of California, Los Engineering, and Science Angeles, USA 12:00-12:25 Modeling the Dynamics of Joseph Skufca, Clarkson University, USA Immunological Memory to Malaria Lauren Childs, Harvard University, USA 11:30-11:55 Education for Data Challenges in the 21th Century - BS/ MS Program in Data Science at Umass Donghui Yan, University of Massachusetts, Dartmouth, USA 12:00-12:25 Strategies for Enabling Data Science Research and Education Randy Paffenroth, Worcester Polytechnic Institute, USA 92 2016 SIAM Annual Meeting Member get aMember Invite a colleague to join SIAM!

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Thursday, July 14 Thursday, July 14 11:30-11:55 Generalized Multiscale Finite Element Method for Wave MS102 MS103 Propagation Eric Chung, The Chinese University of Hong High-Fidelity Modeling for Model Reduction for Kong, Hong Kong Cellular Flows - Part I of II Wavefield Simulations - Part 12:00-12:25 Optimal Basis 10:30 AM-12:30 PM I of II Computation for Multiscale Spectral Element Methods via Reduced Order Room:BCEC Room 252B 10:30 AM-12:30 PM Gramians For Part 2 see MS117 Room:BCEC Room 254B Leonid Knizhnerman, Central Geophysical The dynamics of red blood cells, fibrous For Part 2 see MS118 Expedition, Russia; Vladimir Druskin, suspensions, platelets, bacteria, and Organized by SIAG/LA Schlumberger-Doll Research, USA; other cells is typically modeled as elastic Yousef Saad, University of Minnesota, When solving large-scale time- and microstructures submerged in a Newtonian USA; Mikhail Zaslavsky, Schlumberger- frequency-domain wave field problems in fluid. Numerical simulations of such Doll Research, USA complex structures, efficient model order systems are challenging because of fluid- reduction approaches have been developed structure interactions, large deformations, just recently. A significant progress has strong nonlinearities, non-local interactions, been achieved in this area and wave field evolving interfaces, and multiple length and model-order reduction techniques have time scales. High fidelity methods, such as been successfully applied in a wide range boundary integral methods, have become a of important application areas including powerful framework that addresses many of geophysics and nano-optics. We bring these challenges. This minisymposium will together applied and theoretical experts to discuss recent developments in the high- present newly obtained results and to discuss fidelity scalable numerical simulation of the further progress in this exciting research field. cellular flows. This minisymposium is the first part out of Organizer: Abtin Rahimian two: it covers the forward modeling only, Courant Institute of Mathematical Sciences, while the inversion will be discussed in the New York University, USA second part. Organizer: Shravan Veerapaneni Organizer: Mikhail Zaslavsky University of Michigan, USA Schlumberger-Doll Research, USA 10:30-10:55 A Fast Platform for Organizer: Rob F. Remis Simulating Flexible Fiber Suspensions Delft University of Technology, Netherlands Applied to Cell Mechanics Ehssan Nazockdast, Abtin Rahimian, Denis 10:30-10:55 On Rational Krylov Zorin, and Michael J. Shelley, Courant Subspace Methods for Large- Scale Time and Frequency-Domain Institute of Mathematical Sciences, New

Thursday Wavefield Computations York University, USA Rob F. Remis, Delft University of 11:00-11:25 Accelerating Blood Technology, Netherlands; Vladimir Simulations: a Coarse-Grained L. Druskin and Mikhail Zaslavsky, Theory to Understand Cellular Schlumberger-Doll Research, USA; Suspensions Joern Zimmerling, Delft University of Maggie Qi and Eric S. Shaqfeh, Stanford Technology, Netherlands University, USA 11:00-11:25 Automatic Smoothness 11:30-11:55 A High-Order Immersed Detection of the Resolvent Boundary Method for Solving Fluid Krylov Subspace Method for the Problems on Arbitrary Smooth Approximation of Semigroups Domains Volker Grimm and Tanja Goeckler, Karlsruhe Becca Thomases, University of California, Institute of Technology, Germany Davis, USA 12:00-12:25 Elastic Fingering Pattern in a Hele-Shaw Cell John Lowengrub, University of California, Irvine, USA; Andrew Belmonte, Pennsylvania State University, USA; Shuwang Li, Xiaofan Li, and Meng Zhao, Illinois Institute of Technology, USA continued in next column 2016 SIAM Annual Meeting 95

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS104 MS105 MS106 Model Reduction of New Numerical Approaches Preconditioners for Parametrized PDEs in to Ocean Modeling Across Structured Matrices - Continuum Mechanics - Scales - Part I of II Part I of II Part I of II 10:30 AM-12:30 PM 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:BCEC Room 257A Room:BCEC Room 253B Room:Grand Ballroom B - Concourse Level For Part 2 see MS120 For Part 2 see MS121 Organized by SIAG/GS For Part 2 see MS119 Discretizations of boundary integral This minisymposium explorers recent Applied mathematics and numerical fluid equations result in dense, but structured, developments in model reduction methods dynamics methods have had a great impact linear systems. These linear systems are, that provide rapid and reliable solution on ocean modeling in recent years. Complex most often, either solved iteratively with a of parametrized PDEs in continuum domain boundaries with changing nonlinear fast summation algorithm such as the fast mechanics. The particular emphasis is on regimes in ocean depth transition zones lead multipole method, or with a direct solver. the formulation and analysis of techniques to interesting mathematical problems when Both these methods have optimal or near- that extend the envelope of model reduction realistic simulations are the research goal. optimal complexity, but recent applications methods to complex engineering problems Depending on the research focus, mainly two- have shown that a combination of the two in fluid mechanics, solid mechanics, and dimensional, layered or fully three-dimensional methods is appropriate. In particular, a direct acoustics. Topics include the effective approximations of ocean dynamics can be solver constructed with low accuracy or treatment of nonlinearity, high-dimensional chosen. The choice of approximation type has with a nearby geometry can be interpreted problems, solution error certification, and large influence on accuracy, efficiency and as a preconditioner for an iterative solver. their application to industrial problems and modeling uncertainty of the simulation. This This minisymposium will discuss recent engineering education. minisymposium aims at compiling a number of developments for such applications. current results of numerical ocean modeling. Organizer: Gianluigi Rozza Organizer: Bryan D. Quaife SISSA-ISAS International School for Organizer: Jörn Behrens Florida State University, USA Advanced Studies, Italy University of Hamburg, Germany Organizer: Eric F. Darve Organizer: Masayuki Yano 10:30-10:55 Numerical Methods for Stanford University, USA University of Toronto, Canada Adaptive Shallow Water Equations in Organizer: Pieter Coulier Coastal Ocean Modeling Stanford University, USA 10:30-10:55 PDE Apps for Simulation; Jörn Behrens, University of Hamburg, Germany Thursday Application to Elasticity and 10:30-10:55 The Inverse FMM as Acoustics 11:00-11:25 A Class of Mimetic Ocean a Preconditioner for Dense Linear Anthony T. Patera, Massachusetts Institute of Primitive Equation Models Systems Technology, USA Peter Korn, Max Planck Insitute for Pieter Coulier, Stanford University, USA Meteorology, Germany 11:00-11:25 Applications of the Static 11:00-11:25 Fast Direct Solvers Condensation Reduced Basis Element 11:30-11:55 Two-Layer Wind-Wave as Preconditioners for Evolved Method to Industrial Problems Coastal Ocean Models Geometries David Knezevic, Akselos, Switzerland Kyle T. Mandli and Colton Conroy, Columbia Adrianna Gillman, Rice University, USA University, USA 11:30-11:55 A Multiscale Reduced 11:30-11:55 Structured Eigenvalue Basis Method for Wave Propagation in 12:00-12:25 Wave Amplification and Its Approximation and Accuracy Heterogeneous Materials Impact on Onshore Mass Transport Jianlin Xia, Purdue University, USA Ferran Vidal-Codina, Cuong Nguyen, and Nicole Beisiegel, University College Dublin, 12:00-12:25 On the Use of Low Rank Jaime Peraire, Massachusetts Institute of Ireland; Frédéric Dias, University College Approximations for Sparse Direct Technology, USA Dublin, Ireland and Ecole Normale Supérieure de Cachan, France Solvers 12:00-12:25 Fully Certified, Adaptive Pierre Ramet, Université de Bordeaux, Inria, and Localized Reduced Basis LaBRI, France Methods Felix Schindler and Mario Ohlberger, University of Muenster, Germany 96 2016 SIAM Annual Meeting

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS107 MS108 MS109 Recent Development Scientific Computing and Big Space-Time Parallel Methods and Application on High Data - Part I of II for PDEs - Part I of II Order Methods for Time- 10:30 AM-12:30 PM 10:30 AM-12:30 PM Dependent PDEs - Part I of II Room:BCEC Room 256 Room:BCEC Room 254A 10:30 AM-12:00 PM For Part 2 see MS123 For Part 2 see MS124 Room:Grand Ballroom CDE- Concourse Organized by SIAG/DMA As the number of cores in the largest Level The term “Big Data” has become a common supercomputers continues to dramatically increase, the development of new algorithms For Part 2 see MS122 term to represent the difficulty in working that expose computational concurrency Development and application of high with large quantities of information and is desired. In application areas where the order numerical methods for solving time- bring to mind challenges associated with the problem of interest concerns the numerical dependent partial differential equations volume, velocity and variety of data. While solution of time-dependent partial differential (PDEs) has soared in popularity in recent the usage of the term “Big Data” has been a equations, a promising strategy is to extend years. This minisymposium aims to bring relatively recent trend, scientific problems such traditional spatial parallelization techniques researchers together to discuss advanced as modeling and simulation have developed to include the time direction. This and practical approaches when designing a set of tools and techniques that enable the minisymposium brings together researchers high order methods for time-dependent extraction of knowledge from large, messy working on various space-time parallelization PDEs, with particular attention on weighted datasets. In this minisymposium, we will techniques for PDEs. In their talks, they will essentially non-oscillatory (WENO) methods hear from a variety of scientists from diverse give overviews of recently developed space- and discontinuous Galerkin (DG) methods. technical domains as they describe their “Big Data” problem and the tools and techniques time algorithms, discuss implementation Organizer: Wei Guo they have developed to extract knowledge. strategies, and report on experiences from Michigan State University, USA applications on modern scientific computing Organizer: Vijay Gadepally architectures. Organizer: Yan Jiang Massachusetts Institute of Technology, USA Michigan State University, USA Organizer: Michael Minion 10:30-10:55 Databases and Lawrence Berkeley National Laboratory, USA 10:30-10:55 WENO-based Line Mathematics for Big Data Transpose Approach for Vlasov Vijay Gadepally, Massachusetts Institute of 10:30-10:55 Assessing Time Parallel Equation Technology, USA Efficiency for Test Problems in Climate Yan Jiang, Andrew Chrislieb, and Wei Guo, Science Michigan State University, USA 11:00-11:25 Making Big Data Systems Andreas Kreienbuehl, Lawrence Berkeley Efficient and Easy to Program National Laboratory, USA 11:00-11:25 Constraint-Preserving Abhishek Bhattacharjee, Rutgers University, High Order Schemes by Lagrangian USA 11:00-11:25 Fault-Tolerant Parallel-in- Multipliers Time Integration with PFASST Thursday Jingmei Qiu and Xiaofeng Cai, University of 11:30-11:55 Fast Processing of Robert Speck, Jülich Supercomputing Centre, Houston, USA Large Graph Applications Using Germany Asynchronous Architectures 11:30-11:55 Runge-Kutta Michel Kinsy, University of Oregon, USA 11:30-11:55 Multigrid Reduction in Discontinuous Galerkin Method with Time, Theory and Applications a Simple and Compact Hermit Weno 12:00-12:25 Role of Scientific Veselin Dobrev, Robert D. Falgout, Tzanio Limiter Computing in Gas Turbine Engine V. Kolev, Anders Petersson, Jacob B. Jun Zhu, Nanjing University of Aeronautics Design Schroder, and Ulrike Meier Yang, Lawrence Shashank Yellapantula and Astronautics, China; Xinghui Zhong, , GE Global Research, Livermore National Laboratory, USA University of Utah, USA; Chi-Wang Shu, USA 12:00-12:25 Analysis of a Fully Scalable Brown University, USA; Jianxian Qiu, Balanced Parareal Method Xiamen University, China Yvon Maday, Université Pierre et Marie Curie, France and Brown University, USA 2016 SIAM Annual Meeting 97

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS110 MS111 MS112 Stochastic Control and Risk Structured Polynomial Theoretical and Practical Management - Part I of II Equations and Applications - Aspects of Gaussian 10:30 AM-12:30 PM Part I of II Process-Based Surrogate Room:BCEC Room 253A 10:30 AM-12:30 PM Modeling - Part I of II For Part 2 see MS125 Room:Grand Ballroom A - Concourse Level 10:30 AM-12:30 PM This minisymposium will provide a For Part 2 see MS126 Room:BCEC Room 252A platform for the dissemination of cutting Systems of polynomial equations have been edge research in two important fields of For Part 2 see MS127 used to model problems in various areas such Surrogate modeling refers to the process Financial Mathematics: Stochastic Control as: cryptography, robotics, computer vision, and Risk Management. The speakers will of emulating a high-fidelity model based graph theory, differential equations, statistics on a set of sampled data points. The spatial discuss (i) optimal portfolio choice with and optimization. In most applications the market frictions and incompleteness, (ii) Gaussian process, aka Kriging is a pseudo- systems arising have a particular structure, and statistical surrogate modeling technique that the identification and assessment of risks, exploiting such structure can greatly improve and (iii) minimization of the probability leads to the best linear unbiased predictor for the computational cost. Different kinds of the given sampled input. However, in order and impact of unfortunate events, which all structure have been explored in the literature, aim at pushing theories closer to industry to set up a Kriging predictor the user faces including symmetries, multi-linearity and a lot of questions ranging from choosing practice. We will bring both eminent sparsity, yielding significant improvements researchers and promising young scholars in the appropriate correlation model up to the and also leading to new mathematical ideas numerical reliability of the predictor. This this field, and thereby create possibilities of (e.g., toric geometry). The goal of this new collaborations. minisymposium aims at bringing together minisymposium is to share recent developments experts working on the various aspects of Organizer: Gu Wang that exploit special structure in polynomial Kriging-based surrogates and thus to trigger Worcester Polytechnic Institute, USA systems, and to identify their theoretical and synergies between the different lines of Organizer: Hyungbin Park practical implications. research. Worcester Polytechnic Institute, USA Organizer: Diego Cifuentes Organizer: Ralf Zimmermann 10:30-10:55 Nonlinear Price Impact Massachusetts Institute of Technology, USA Technische Universität Braunschweig, and Portfolio Choice Organizer: Pablo A. Parrilo Germany Paolo Guasoni, Boston University, USA Massachusetts Institute of Technology, USA Organizer: Zhonghua Han Thursday and Dublin City University, Ireland 10:30-10:55 Chordal Structure and Northwestern Polytechnical University, China 11:00-11:25 A Second-Order Polynomial Systems 10:30-10:55 Speeding Up Kriging by Expansion of the Value Function in Diego Cifuentes and Pablo A. Parrilo, Using Pivoted Cholesky Decomposition the Problem of Optimal Investment in Massachusetts Institute of Technology, USA and Low-Rank Structures Incomplete Markets 11:00-11:25 Symmetric Polynomials from Dishi Liu, German Aerospace Center Oleksii Mostovyi, University of Connecticut, Extremal Combinatorics (DLR), Germany; Ralf Zimmermann and USA Annie Raymond and Rekha Thomas, University Hermann Matthies, Technische Universität 11:30-11:55 The Systemic Effects of of Washington, USA Braunschweig, Germany Benchmarking 11:30-11:55 The Ubiquity of 11:00-11:25 Mixture of Experts with Gustavo Schwenkler, Boston University, Determinantal Equations Kriging: A Divide-and-Conquer USA Frank Sottile, Texas A&M University, USA Approach to Model Heterogeneous 12:00-12:25 Market Stability and Function Profiles 12:00-12:25 Hilbert’s Nullstellensatz and Indifference Prices Rhea P. Liem, Hong Kong University of Perfect Matchings Kim Weston, University of Texas at Austin, Science and Technology, Hong Kong Susan Margulies and Chris Griffin, United USA States Naval Academy, USA 11:30-11:55 High Performance Multi- Level Covariance Estimation and Kriging for Large Scale Non-Gridded Spatial Datasets Julio E. Castrillon-Candas, SRI International, USA; Marc Genton, King Abdullah University of Science & Technology (KAUST), Saudi Arabia; Rio Yokota, Tokyo Institute of Technology, Japan 12:00-12:25 Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach Remi Lam and Karen E. Willcox, Massachusetts Institute of Technology, USA 98 2016 SIAM Annual Meeting

Thursday, July 14 Thursday, July 14 Thursday, July 14 CP17 CP18 Lunch Break Linear Algebra Partial Differential 12:30 PM-2:00 PM 10:30 AM-12:10 PM Equations II Attendees on their own Room:Commonwealth B - Concourse Level 10:30 AM-12:30 PM Chair: Peter R. Kotiuga, Boston University, Room:Commonwealth C - Concourse Level SIAM Review Editorial USA Chair: Susan Minkoff, University of Texas, 10:30-10:45 Improved Functionality Dallas, USA (SIREV) Board Meeting and Performance for the Spike 10:30-10:45 Full Waveform Inversion for 12:30 PM-2:00 PM Banded Solver Microseismic Event Estimation Room:Faneuil - Mezzanine Level Braegan S. Spring and Eric Polizzi, Susan Minkoff, University of Texas, Dallas, University of Massachusetts, Amherst, USA USA 10:50-11:05 Destriping of Remote 10:50-11:05 Spectral Geometry of Sensing Imagery by Optimizing An IT10 Families of Large Sparse Stieltjes Inverse Problem Matrices via Examples Ranil Basnayake and Erik Bollt, Clarkson Implementing Peter R. Kotiuga, Boston University, USA University, USA; Nicholas Tufillaro, Reproducibility in 11:10-11:25 Computing Geodesic Oregon State University, USA; Jie Sun, Computational Science Rotations Clarkson University, USA Brian D. Sutton, Randolph-Macon College, 11:10-11:25 Randomization for 2:00 PM-2:45 PM USA Efficiently Computing Reduced Order Room:Grand Ballroom - Concourse Level 11:30-11:45 Graph Signal Models in Nonlinear Parametric Chair: Randall LeVeque, University of Classification Using Wavelet Packet Inversion Washington, USA Dictionaries and the Lasso Selin Sariaydin and Eric De Sturler, Virginia Eugene Shvarts and Naoki Saito, University Tech, USA; Arvind Saibaba, North The ability to verify published computational of California, Davis, USA Carolina State University, USA; Misha E. results is foundational to scientific progress, Kilmer, Tufts University, USA and the scientific community current faces 11:50-12:05 Properties of Linear a credibility gap. In this talk I will present Multiparameter Matrix Pencils and 11:30-11:45 On the Upper Bound of ways to implement notions of reproducibility Applications to Matrix Operator the Kolmogorov Entropy of the Weak in various research settings, from high Systems Global Attractor of the 3D Navier- performance computing environments Benard O. Nyaare, Jaramogi Oginga Odinga Stokes Equations through the long tail of research. Solutions Bingsheng Zhang, Texas A&M University, University of Science and Technology, include expanding our traditional definition USA; Ciprian Foias, Texas A&M Kenya of publication to include digital scholarly University and Indiana University, USA; Thursday objects (such as data, code, workflows) that Cecilia Mondaini, Texas A&M University, can enable the verification of computational USA findings. If time permits, I will discuss recent 11:50-12:05 Economical Finite- policy advances in enabling reproducibility Difference Scheme for One System in the scholarly record, from Whitehouse of Nonlinear Multi-Dimensional Partial initiatives to funding agency and journal Differential Equations efforts. Temur Jangveladze, Giorgi Jangveladze, Victoria Stodden and Zurab Kiguradze, Ivane Javakhishvili University of Chicago at Urbana- Tbilisi State University, Georgia Champaign, USA 12:10-12:25 On the Stability of Stationary Solution and Numerical Approximation for One Nonlinear Model Maia Kratsashvili, St. George’s British- SIAM Presents Georgian School, Georgia; Temur Since 2008, SIAM has Jangveladze, Ivane Javakhishvili Tbilisi recorded many Invited State University, Georgia Lectures, Prize Lectures, and selected Minisymposia from various conferences. These are available by visiting SIAM Presents (http://www.siam.org/meetings/presents.php). 2016 SIAM Annual Meeting 99

Thursday, July 14 Thursday, July 14 Thursday, July 14 IT11 MS113 MS114 Large Deviation Theory Advances in Fast Algorithms Computational Science and Applied to Climate Physics, for High Accuracy Solutions Statistics for Complex Models A New Frontier of Statistical to PDEs - Part II of II 4:00 PM-6:00 PM Physics and Applied 4:00 PM-6:00 PM Room:Commonwealth A - Concourse Level Mathematics Room:BCEC Room 253C Part of the SIAM Workshop Celebrating Diversity 2:45 PM-3:30 PM For Part 1 see MS96 Room:Grand Ballroom - Concourse Level The introduction of fast algorithms has Advances in the computational capacity of dramatically increased the collection of computers, the increasing sophistication of Chair: Peter R. Kramer, Rensselaer problems for which a solution can be mathematical models, and the development Polytechnic Institute, USA approximated to high accuracy. Some of of novel algorithms has vastly improved the I will review some of the recent the most notable contributions include the fidelity of computer models of phenomena developments in the theoretical and FMM, FFT and more recently fast direct encompassing several disciplines. Novel mathematical aspects of the non-equilibrium solvers. The collection of methods presented computational techniques are used to analyze statistical mechanics of climate dynamics. in this session utilize, are extension of, or complex models and large amounts of data. At the intersection between statistical are inspired by the famous fast methods. In This minisymposium will focus on research mechanics, turbulence, and geophysical particular, fast algorithms for discretizing being conducted using computational fluid dynamics, this field is a wonderful integral equations, inverse scattering in statistical methods applied to diverse new playground for applied mathematics variable media, tensor based solvers and an applications. Specifically, as part of the involving large deviation theory, stochastic expansion approach for solving PDEs with Workshop Celebrating Diversity, this session partial differential equations, and diffusion corners will be presented. will highlight the work of scientists from Monte-Carlo algorithms. We will discuss underrepresented minority groups. two classes of applications. First extreme Organizer: Adrianna Gillman Organizer: Lindley C. Graham heat waves as an example of a rare events Rice University, USA Florida State University, USA with a huge impacts. Second rare trajectories Organizer: Michael O’Neil that suddenly drive the complex dynamical New York University, USA Organizer: Susan Minkoff University of Texas, Dallas, USA system from one attractor to a completely 4:00-4:25 Voxelized Geometries, different one, related to abrupt climate Volume Integral Equations, and Organizer: Erica J. Graham changes. the Reemergence of FFT-Based Bryn Mawr College, USA Thursday Freddy Bouchet Sparsification Organizer: Raegan Higgins Jacob White, Athanasios Polymeridis, Jorge ENS Lyon, France Texas Tech University, USA Villena, Luca Daniel, and Richard Zhang, Massachusetts Institute of Technology, 4:00-4:25 Measure-Theoretic USA Augmentation of Multifidelity Monte- Carlo Estimation 4:30-4:55 A Tensor-Train Accelerated Lindley C. Graham and Max Gunzburger, Coffee Break Solver for Integral Equations in Florida State University, USA; Troy Butler, Complex Geometries University of Colorado, Denver, USA 3:30 PM-4:00 PM Abtin Rahimian, Eduardo Corona, and Denis 4:30-4:55 Stochastic Characteristics Room:Galleria Level Zorin, Courant Institute of Mathematical Sciences, New York University, USA of Quantum-Inspired and Quantum Algorithms 5:00-5:25 Inverse Medium Scattering Erika Jones, George Mason University, USA with Multiple Frequency Data and Multiple Angles of Incidence 5:00-5:25 Bayesian Fused Lasso Carlos C. Borges, Courant Institute of Regression for Dynamic Binary Mathematical Sciences, New York Networks University, USA; Adrianna Gillman, Brenda Betancourt, Duke University, USA; Rice University, USA; Leslie Greengard, Abel Rodriguez, University of California, Simons Foundation and Courant Institute Santa Cruz, USA of Mathematical Sciences, New York 5:30-5:55 Estimating R0 For Avian University, USA Influenza Through Transmission Chains 5:30-5:55 High-Performance Surface And Data Fitting Integral Equation Solvers Towards Omar Saucedo, University of Florida, USA Extreme-Scale Electromagnetic Computation Zhen Peng, University of New Mexico, USA 100 2016 SIAM Annual Meeting

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS115 MS116 MS117 Conservation Laws Education Programs in High-Fidelity Modeling for with Singular Shocks: Data Science and Data Cellular Flows - Part II of II Analytical, Numerical and Analytics - Part II of II 4:00 PM-6:00 PM Experimental Studies - Part 4:00 PM-6:00 PM Room:BCEC Room 252B II of II Room:BCEC Room 251 For Part 1 see MS102 4:00 PM-6:00 PM For Part 1 see MS101 The dynamics of red blood cells, fibrous suspensions, platelets, bacteria, and other cells Room:BCEC Room 255 Organized by the SIAM Education Committee is typically modeled as elastic microstructures For Part 1 see MS99 submerged in a Newtonian fluid. Numerical Organized by SIAG/APDE Data Analytics as well as Data Science simulations of such systems are challenging and Engineering are evolving towards Singular shock waves provide one of because of fluid-structure interactions, large being an additional pillar of scientific deformations, strong nonlinearities, non-local the principal tools for solving Riemann progress. In business and industry, data problems which cannot be solved by interactions, evolving interfaces, and multiple will be one of the key resources of the length and time scales. High fidelity methods, classical shocks and rarefactions. This 21th century. On the other hand, structured minisymposium aims to present recent such as boundary integral methods, have programs to educate undergraduate and become a powerful framework that addresses developments in that area placing emphasis graduate students in Data Science, or on systems with physical interest. many of these challenges. This minisymposium even programs that lead to a data-related will discuss recent developments in the high- Organizer: Andrea L. Bertozzi major, are still emerging. Hence, there fidelity scalable numerical simulation of the University of California, Los Angeles, USA are no “mainstream” templates for data- cellular flows. oriented programs available, yet, nor are Organizer: Charis Tsikkou there related training opportunities for Organizer: Abtin Rahimian West Virginia University, USA faculty. The goal of this minisymposium is Courant Institute of Mathematical Sciences, 4:00-4:25 Two-Species therefore to present and discuss curricula New York University, USA Chromatography with Anti-Langmuir and recent activities towards installing data- Organizer: Shravan Veerapaneni Isotherms: A Case Study for Singular related programs. University of Michigan, USA Shocks Barbara L. Keyfitz and Ting-Hao Hsu, The Organizer: Michael Bader 4:00-4:25 On the Gating of a Ohio State University, USA; Martin Technische Universität München, Germany Mechanosensitive Channel by Fluid Krupa, Inria Paris-Rocquencourt, France; Organizer: Rachel Levy Shear Stress Charis Tsikkou, West Virginia University, Harvey Mudd College, USA Yuan-Nan Young, New Jersey Institute of USA Technology, USA; On Shun Pak, Santa Organizer: Sigal Gottlieb Clara University, USA; Zhangli Peng, 4:30-4:55 Shock Waves in the University of Massachusetts, Dartmouth, University of Notre Dame, USA; Shravan Thursday Presence of Dispersion USA Veerapaneni, University of Michigan, USA Michael Shearer, North Carolina State Organizer: Suzanne L. Weekes University, USA; Gennady El, 4:30-4:55 A Fast Algorithm for Worcester Polytechnic Institute, USA Loughborough University, United Particulate Flows Through Complex Kingdom; Mark A. Hoefer, University of 4:00-4:25 Shaping A Well-Rounded Periodic Geometries Colorado Boulder, USA Analyst Shravan Veerapaneni and Gary Marple, Kaitlyn Brady, Staples Inc., USA University of Michigan, USA; Alex H. 5:00-5:25 Singular Shocks in Barnett, Dartmouth College and Simons 4:30-4:55 Motivating Data Science Nonlinear Chromatography: Foundation, USA; Adrianna Gillman, Rice students with Hackathons and Oi-X Theoretical and Experimental University, USA Considerations Bjarne Kjær Ersbøll, Technical University Franziska Ortner and Marco Mazzotti, ETH of Denmark, Denmark 5:00-5:25 Low Resolution Simulations of 2D Vesicle Suspensions Zürich, Switzerland 5:00-5:25 Data Science: A Natural Fit Gokberk Kabacaoglu, University of Texas, in the Liberal Arts Curriculum 5:30-5:55 Viscous Singular Shock USA; Bryan D. Quaife, Florida State David Shuman, Macalester College, USA Profiles for a System Modeling University, USA; George Biros, University Incompressible Two-Phase Fluid Flow 5:30-5:55 Mathematics and of Texas at Austin, USA Ting-Hao Hsu, The Ohio State University, Computer Science: Education in 5:30-5:55 Convergence of a Boundary USA Data Science, Data Engineering and Integral Method for 3D Interfacial Flow Data Analytics at Tum with Surface Tension Thomas K. Huckle, Technische Universität David Ambrose, Drexel University, USA München, Germany 2016 SIAM Annual Meeting 101

Thursday, July 14 5:00-5:25 Asymptotically Corrected Thursday, July 14 Krylov Subspace Model-Order MS118 Reduction of Wavefields in Travel- MS119 Time Dominated Structures Model Reduction for Jörn T. Zimmerling, Delft University of Model Reduction of Wavefield Simulations - Technology, Netherlands; Vladimir L. Parametrized PDEs in Part II of II Druskin, Schlumberger-Doll Research, Continuum Mechanics - USA; Rob Remis, Delft University 4:00 PM-6:00 PM of Technology, Netherlands; Mikhail Part II of II Zaslavsky, Schlumberger-Doll Research, Room:BCEC Room 254B 4:00 PM-6:00 PM USA For Part 1 see MS103 Room:Grand Ballroom B - Concourse Level Organized by SIAG/LA 5:30-5:55 Nested Krylov Methods for Solving the Time-Harmonic For Part 1 see MS104 When solving large-scale time- and frequency- Elastic Wave Equation at Multiple This minisymposium explorers recent domain wave field problems in complex Frequencies developments in model reduction methods structures, efficient model order reduction Martin B. van Gijzen and Manuel Baumann, that provide rapid and reliable solution approaches have been developed just recently. Delft University of Technology, of parametrized PDEs in continuum A significant progress has been achieved in Netherlands mechanics. The particular emphasis is on this area and wave field model-order reduction the formulation and analysis of techniques techniques have been successfully applied that extend the envelope of model reduction in a wide range of important application methods to complex engineering problems areas including geophysics and nano-optics. in fluid mechanics, solid mechanics, and We bring together applied and theoretical acoustics. Topics include the effective experts to present newly obtained results and treatment of nonlinearity, high-dimensional to discuss further progress in this exciting problems, solution error certification, and research field. This minisymposium is the first their application to industrial problems and part out of two: it covers the forward modeling engineering education. only, while the inversion will be discussed in Organizer: Gianluigi Rozza the second part. SISSA-ISAS International School for Organizer: Mikhail Zaslavsky Advanced Studies, Italy Schlumberger-Doll Research, USA Organizer: Masayuki Yano Organizer: Rob F. Remis University of Toronto, Canada Delft University of Technology, Netherlands Organizer: Masayuki Yano Thursday 4:00-4:25 Multi-Scale Mimetic University of Toronto, Canada Reduced-Order Models for Large- 4:00-4:25 Advances in Reduced Order Scale Wavefield Simulations Methods for Computational Fluid Mikhail Zaslavsky and Vladimir L. Druskin, Dynamics Schlumberger-Doll Research, USA; Francesco Ballarin and Gianluigi Rozza, Alexander V. Mamonov, University of SISSA-ISAS International School for Houston, USA Advanced Studies, Italy 4:30-4:55 Optimizing Radiation 4:30-4:55 Large Eddy Simulation Boundary Conditions and Absorbing Reduced Order Models Layers for Time Domain Problems Xuping Xie, Virginia Tech, USA Thomas M. Hagstrom, Southern Methodist University, USA; Daniel Appelo, University 5:00-5:25 Goal-Oriented Model of New Mexico, USA; John Lagrone, Order Reduction for Vector-Valued Southern Methodist University, USA Variables of Interest Olivier Zahm, Massachusetts Institute of Technology, USA; Marie Billaud-Friess and Anthony Nouy, Ecole Centrale de Nantes, France 5:30-5:55 Simultaneous Spatio- Parameter Adaptivity for Parametrized Problems in CFD Masayuki Yano, University of Toronto, Canada

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Thursday, July 14 Thursday, July 14 Thursday, July 14 MS120 MS121 MS122 New Numerical Approaches Preconditioners for Recent Development and to Ocean Modeling Across Structured Matrices - Application on High Order Scales - Part II of II Part II of II Methods for Time-Dependent 4:00 PM-6:00 PM 4:00 PM-6:00 PM PDEs - Part II of II Room:BCEC Room 257A Room:BCEC Room 253B 4:00 PM-6:00 PM For Part 1 see MS105 For Part 1 see MS106 Room:Grand Ballroom CDE - Concourse Organized by SIAG/GS Discretizations of boundary integral Level equations result in dense, but structured, Applied mathematics and numerical fluid For Part 1 see MS107 linear systems. These linear systems are, dynamics methods have had a great impact Development and application of high order most often, either solved iteratively with a on ocean modeling in recent years. Complex numerical methods for solving time-dependent fast summation algorithm such as the fast domain boundaries with changing nonlinear partial differential equations (PDEs) has multipole method, or with a direct solver. regimes in ocean depth transition zones soared in popularity in recent years. This Both these methods have optimal or near- lead to interesting mathematical problems minisymposium aims to bring researchers optimal complexity, but recent applications when realistic simulations are the research together to discuss advanced and practical have shown that a combination of the two goal. Depending on the research focus, approaches when designing high order methods is appropriate. In particular, a direct mainly two-dimensional, layered or fully methods for time-dependent PDEs, with solver constructed with low accuracy or three-dimensional approximations of ocean particular attention on weighted essentially with a nearby geometry can be interpreted dynamics can be chosen. The choice of non-oscillatory (WENO) methods and as a preconditioner for an iterative solver. approximation type has large influence on discontinuous Galerkin (DG) methods. This minisymposium will discuss recent accuracy, efficiency and modeling uncertainty developments for such applications. Organizer: Wei Guo of the simulation. This minisymposium aims Michigan State University, USA at compiling a number of current results of Organizer: Bryan D. Quaife numerical ocean modeling. Florida State University, USA Organizer: Yan Jiang Michigan State University, USA Organizer: Jörn Behrens Organizer: Eric F. Darve University of Hamburg, Germany Stanford University, USA 4:00-4:25 An Asymptotic Preserving Maxwell Solver Resulting in the Darwin 4:00-4:25 Adjoint Error Estimation for Organizer: Pieter Coulier Limit of Electrodynamics Tsunami Modeling Stanford University, USA Wei Guo, Yingda Cheng, and Andrew J. Brisa Davis and Randall LeVeque, University 4:00-4:25 Fast Solvers for 3D Christlieb, Michigan State University, USA; of Washington, USA elastodynamic Boundary Element Benjamin W. Ong, Michigan Technological 4:30-4:55 Applications of Tsunami Methods University, USA Stephanie Chaillat, Laboratoire POEMS Inundation Models in the North of 4:30-4:55 Maximum-Principle-Satisfying Thursday (CNRS-ENSTA-INRIA), France; Patrick Chile Third Order Direct Discontinuous Cristóbal E. Castro, Universidad de Tarapaca, Ciarlet and Luca Desiderio, CNRS, France Galerkin Methods for Time Dependent Chile; Davide Vanzo and Annunziato 4:30-4:55 Optimal Complexity Fast Convection Diffusion Equations on Siviglia, Swiss Federal Institute of Volume Integral Equation Solvers in Unstructured Triangular Mesh Technology, Switzerland; Ricardo Fuentes, Electromagnetics Zheng Chen, Oak Ridge National Laboratory, Universidad de Tarapaca, Chile Saad Omar, Schlumberger, USA USA; Hongying Huang, Zhejiang University, China; Jue Yan, Iowa State 5:00-5:25 Scaling Element-Based 5:00-5:25 FMM Pre-Conditioners for University, USA Galerkin Methods on Multi-core Highly Ill-Conditioned Structured and Many-Core Computers for Matrices in Approximation Theory 5:00-5:25 A Conservative Sweeping Geophysical Fluid Dynamics Models Shivkumar Chandrasekaran, University of Method for Enforcing Maximum Daniel Abdi, Andreas Müller, and Lucas California, Santa Barbara, USA Principle Wilcox, Naval Postgraduate School, USA; Yuan Liu, Mississippi State University, USA Tim Warburton, Virginia Tech, USA; 5:30-5:55 Efficient Preconditioners Francis X. Giraldo, Naval Postgraduate and Hierarchical Interpolative 5:30-5:55 A Conservative Semi- School, USA Decompositions Lagrangian HWENO Method for the Victor Minden, Anil Damle, and Lexing Vlasov Equation 5:30-5:55 Improved Multi-Scale Ying, Stanford University, USA Jianxian Qiu, Xiamen University, China; Characterization of Hurricane Storm Jingmei Qiu and Xiaofeng Cai, University Surge of Houston, USA Jennifer Proft and Clint Dawson, University of Texas at Austin, USA 2016 SIAM Annual Meeting 103

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS123 MS124 MS125 Scientific Computing and Space-Time Parallel Methods Stochastic Control and Risk Big Data - Part II of II for PDEs - Part II of II Management - 4:00 PM-6:00 PM 4:00 PM-5:30 PM Part II of II Room:BCEC Room 256 Room:BCEC Room 254A 4:00 PM-6:00 PM For Part 1 see MS108 For Part 1 see MS109 Room:BCEC Room 253A Organized by SIAG/DMA As the number of cores in the largest For Part 1 see MS110 The term “Big Data” has become a supercomputers continues to dramatically This minisymposium will provide a platform common term to represent the difficulty increase, the development of new algorithms for the dissemination of cutting edge in working with large quantities of that expose computational concurrency is research in two important fields of Financial information and bring to mind challenges desired. In application areas where the problem Mathematics: Stochastic Control and Risk associated with the volume, velocity and of interest concerns the numerical solution of Management. The speakers will discuss (i) variety of data. While the usage of the time-dependent partial differential equations, optimal portfolio choice with market frictions term “Big Data” has been a relatively a promising strategy is to extend traditional and incompleteness, (ii) the identification and recent trend, scientific problems such as spatial parallelization techniques to include assessment of risks, and (iii) minimization modeling and simulation have developed the time direction. This minisymposium brings of the probability and impact of unfortunate a set of tools and techniques that enable together researchers working on various events, which all aim at pushing theories the extraction of knowledge from large, space-time parallelization techniques for closer to industry practice. We will bring both messy datasets. In this minisymposium, PDEs. In their talks, they will give overviews eminent researchers and promising young we will hear from a variety of scientists of recently developed space-time algorithms, scholars in this field, and thereby create from diverse technical domains as they discuss implementation strategies, and report possibilities of new collaborations. describe their “Big Data” problem and the on experiences from applications on modern scientific computing architectures. Organizer: Gu Wang tools and techniques they have developed Worcester Polytechnic Institute, USA to extract knowledge. Organizer: Michael Minion Lawrence Berkeley National Laboratory, USA Organizer: Hyungbin Park Organizer: Vijay Gadepally Worcester Polytechnic Institute, USA Massachusetts Institute of Technology, 4:00-4:25 Dirichlet-Neumann & USA Neumann-Neumann Waveform 4:00-4:25 Calculating the Greeks with Relaxation the H-Transform 4:00-4:25 Linking and Mining Hyungbin Park, Worcester Polytechnic Benjamin W. Ong and Bankim Mandal, Thursday Electronic Health Records and Institute, USA Claims Data to Understand Patterns Michigan Technological University, USA of Care 4:30-4:55 A Parallel Space-Time Solver 4:30-4:55 Endogenous Current Ashok K. Krishnamurthy, Rennaisance for the Time-Periodic Navier-Stokes Coupons Computing Institute (RENCI), USA Problems Scott Robertson, Boston University, USA 4:30-4:55 Big Data in High Daniel Hupp, ETH Zürich, Switzerland; 5:00-5:25 Optimal Retirement Plan on Throughput Screening Dominik Obrist, University of Bern, a Finite Horizon Steven Finkbeiner, University of Switzerland; Peter Arbenz, ETH Zürich, Dan Ren, The University of Dayton, USA Switzerland California, San Francisco, USA 5:30-5:55 The Bounds on the Risk 5:00-5:25 Secondary Use of an 5:00-5:25 Time-Integrating PDEs Faster Premium of Markovian Pricing Kernels Eighty-Billion-Row Clinical Data by Tessellating Space-Time Better and the Recovery with Transient Warehouse Qiqi Wang and Maitham Alhubail, Processes Andrew Zimolzak, Harvard Medical Massachusetts Institute of Technology, USA Jihun Han, New York University, USA School, USA; Valmeek Kudesia, US Department of Veterans Affairs, USA 5:30-5:55 Collaborative Data Analytics with DataHub Aaron J. Elmore, University of Chicago, USA; Amol Desphande, University of Maryland, USA; Samuel Madden, Massachusetts Institute of Technology, USA; Aditya Parameswaran, University of Illinois at Urbana-Champaign, USA 104 2016 SIAM Annual Meeting

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS126 MS127 MS134 Structured Polynomial Theoretical and Practical Generalized Meshless Equations and Applications - Aspects of Gaussian Multiscale Modeling of Part II of II Process-Based Surrogate Complex Media - Part I of II 4:00 PM-6:00 PM Modeling - Part II of II 4:00 PM-6:00 PM Room:Grand Ballroom A - Concourse Level 4:00 PM-5:30 PM Room:Otis - Lobby Level For Part 1 see MS111 Room:BCEC Room 252A For Part 2 see MS150 Systems of polynomial equations have been The goal of the symposium is to bring For Part 1 see MS112 used to model problems in various areas such together active researchers working in Surrogate modeling refers to the process as: cryptography, robotics, computer vision, various aspects of meshless methods and, of emulating a high-fidelity model based graph theory, differential equations, statistics particularly, focusing on meshless modeling on a set of sampled data points. The spatial and optimization. In most applications the of complex media including multi-phase / Gaussian process, aka Kriging is a pseudo- systems arising have a particular structure, multi-components fluid flow, wave propagation statistical surrogate modeling technique that and exploiting such structure can greatly in elastoplastic media, hydraulic fracturing, leads to the best linear unbiased predictor for improve the computational cost. Different and smart materials. The objectives of this the given sampled input. However, in order kinds of structure have been explored in symposium are to establish fundamental aspects to set up a Kriging predictor the user faces the literature, including symmetries, multi- common to different meshless approaches, a lot of questions ranging from choosing linearity and sparsity, yielding significant identify the areas for improvements, and the appropriate correlation model up to the improvements and also leading to new formulate key challenging topics. A list of key numerical reliability of the predictor. This mathematical ideas (e.g., toric geometry). The topics is 1. Mathematical theory of meshless minisymposium aims at bringing together goal of this minisymposium is to share recent methods, generalized finite element, and experts working on the various aspects of developments that exploit special structure particle methods; 2. Identification of problems Kriging-based surrogates and thus to trigger in polynomial systems, and to identify their where meshless methods have clear advantage synergies between the different lines of theoretical and practical implications. over classical approaches; research. Organizer: Alexander Lukyanov Organizer: Diego Cifuentes Organizer: Ralf Zimmermann Massachusetts Institute of Technology, USA Schlumberger-Doll Research, USA Technische Universität Braunschweig, Organizer: Pablo A. Parrilo Germany Organizer: Marc Alexander Massachusetts Institute of Technology, USA Schweitzer Organizer: Zhonghua Han Universität Bonn, Germany 4:00-4:25 Computing Small Certificates Northwestern Polytechnical University, of Inconsistency of Quadratic China Organizer: Kees Vuik Fewnomial Systems 4:00-4:25 Gradient-Enhanced Kriging Delft University of Technology, Netherlands Jean-Charles Faugere, Inria Paris- Model for Large Data Set: A New 4:00-4:25 Construction of Optimal Multi Rocquencourt, France Thursday Formulation Scale Basis Functions for Partition of 4:30-4:55 Polynomial Continuation Zhonghua Han and Yu Zhang, Northwestern Unity Methods Techniques for Equations Arising from Polytechnical University, China Marc Alexander Schweitzer, Universität Bonn, Nonlinear Optimization Germany; Ziegenhagel Albert, Fraunhofer 4:30-4:55 Locally Optimized Brent R. Davis, Dan Bates, Chris Peterson, and SCAI, Germany; Wu Sa, Universität Bonn, Covariance Kriging for Engineering Michael Kirby, Colorado State University, Germany Design Exploration USA; Justin Marks, Wesleyan University, Ha-Rok Bae, Wright State University, USA 4:30-4:55 An Implicit Corrected SPH USA Formulation for Fluid Flow in Anisotropic 5:00-5:25 Some Theoretical Notes on 5:00-5:25 Learning Directed Porous Media Variable Fidelity Modeling Acyclic Graphs Based on Sparsest Alexander Lukyanov, Schlumberger-Doll Anna Sauerbrei, Technische Universität Permutations Research, USA; Virginia Rossi, Technische Braunschweig, Germany Caroline Uhler, Massachusetts Institute of Universität Delft, Germany; Cornelius Vuik, Technology, USA Delft University of Technology, Netherlands 5:30-5:55 Singular Vectors of Tensors 5:00-5:25 A Peridynamic Model for Anna Seigal, University of California, Hydraulic Fracture Berkeley, USA John T. Foster, Jason York, Hisanao Ouchi, and Michael Brother, University of Texas at Austin, USA 5:30-5:55 A Partition of Unity Method for the Propagation of Hydraulic Fractures With/Without Lag Albert Ziegenhagel, Fraunhofer SCAI, Germany; Marc Alexander Schweitzer, University of Bonn, Germany 2016 SIAM Annual Meeting 105

Thursday, July 14 Thursday, July 14 Thursday, July 14 CP19 CP20 CP21 Dynamical Systems Numerical PDEs II Partial Differential Equations 4:00 PM-6:00 PM 4:00 PM-5:40 PM III Room:Commonwealth B - Concourse Level Room:BCEC Room 257B 4:00 PM-5:40 PM Chair: Carey Witkov, Harvard University, Chair: Daniel B. Szyld, Temple University, Room:Commonwealth C - Concourse Level USA USA Chair: Zurab Kiguradze, Ivane Javakhishvili 4:00-4:15 Autoresonance and 4:00-4:15 Asynchronous Optimized Tbilisi State University, Georgia Mathieu Stability Boundaries Schwarz Methods for the Solution of 4:00-4:15 Evolutionary Singularly Carey Witkov, Harvard University, USA Pdes Perturbed Problems and Their Efficient Daniel B. Szyld, Temple University, USA; 4:20-4:35 New Phenomena in Numerical Simulations Frederic Magoules and Cedric Venet, Ecole Dynamic Hopf Bifurcation: Spatial Kailash C. Patidar, University of the Western Centrale Paris, France Delays, Spatial Memory Effects, Cape, South Africa and How Persistent Fluctuations 4:20-4:35 Analysis of the Parallel 4:20-4:35 On the Existence and the on Nonlinear Ramps Influence the Schwarz Method for the Solution of Asymptotic Stability of Solutions to the Memory Effect Chains of Particles in the Solvation Rotating Boussinesq Equations for the Steven M. Baer, Arizona State University, Model Atmosphere and Ocean USA; Lydia Bilinsky, Duke University, Gabriele Ciaramella and Martin J. Gander, Maleafisha Stephen Tladi, University of USA; Eric DeMarco, Arizona State Université de Genève, Switzerland Limpopo, South Africa University, USA 4:40-4:55 Overcoming Order Loss in 4:40-4:55 On Two-Dimensional 4:40-4:55 Flow Field Free, Image High Order Runge-Kutta Methods for Nonlinear Integro-Differential Equation Processing Inference If Coherence, Initial Boundary Value Problems Associated with the Penetration of a From Jupiter Observations, With Dong Zhou, Temple University, USA; Magnetic Field into a Substance Koopman Operator Connections David Shiorkoff, New Jersey Institute of Zurab Kiguradze, Ivane Javakhishvili Abd Alrahman R. Almomani and Erik Technology, USA; Benjamin Seibold, Tbilisi State University, Georgia; Maia Bollt, Clarkson University, USA Temple University, USA; Rodolfo R. Kratsashvili, St. George’s British-Georgian Rosales, Massachusetts Institute of 5:00-5:15 Real and Complex School, Georgia Technology, USA Behavior for Networks of Coupled 5:00-5:15 Haar Wavelet Based Method Logistic Maps 5:00-5:15 Density Estimation for a Class for Numerical Simulation of Parabolic Thursday Anca R. Radulescu, State University of of Elliptic Problems on Stochastically Burgers’ Equation with Variable New York at Buffalo, USA Perturbed Domains Coefficients Jehanzeb H. Chaudhry, University of New 5:20-5:35 Inference of Boolean Sapna Pandit and Prof. R.C. Mittal, Indian Mexico, USA; Don Estep, Colorado State Networks Using Optimal Causation Institute of Technology Roorkee, India University, USA; Nathanial Burch, Gonzaga Entropy 5:20-5:35 Lie Symmetry Analysis and University, USA Jie Sun and Erik Bollt, Clarkson Dust-Acoustic Waves in Dusty Plasma University, USA 5:20-5:35 GPU-Accelerated Bernstein- Modeled by Burgers’ Type Equation Bezier Dg Methods for Wave Problems 5:40-5:55 Identifying the Coupling Vikas Kumar, D.A.V. College Pundri, India Jesse Chan and Timothy Warburton, Virginia Structure in Complex Systems Tech, USA Through the Optimal Causation Entropy Principle Erik Bollt, Clarkson University, USA 106 2016 SIAM Annual Meeting

Thursday, July 14 Thursday, July 14 Thursday, July 14 CP22 Intermission Professional Development Evening: Networking Break Simulation and Modeling II 6:00 PM-6:15 PM 7:30 PM-8:15 PM 4:00 PM-6:20 PM Room:Grand Ballroom AB- Concourse Level Room:BCEC Room 259A Chair: Jeffrey M. Hokanson, University of Professional Development Texas MD Anderson Cancer Center, USA Evening: Landing Your 4:00-4:15 Accelerating Newton’s Dream Job Method for Semilinear Parabolic Professional Development Control Via Reduced-Order Modeling 6:15 PM-7:30 PM Caleb C. Magruder, Rice University, USA Evening: Landing Your Room:Grand Ballroom AB- Concourse Level 4:20-4:35 Approximation of Dynamical Dream Job Chair: Sven Leyffer, Argonne National Systems with Nonlinear Frequency 8:15 PM-9:30 PM Dependence via a Structure- Laboratory, USA preserving Model Reduction Algorithm Join us for an evening devoted to Room:Grand Ballroom AB- Concourse Level Klajdi Sinani, Serkan Gugercin, and developing a successful career in the Chair: Sven Leyffer, Argonne National Christopher A. Beattie, Virginia Tech, mathematical sciences. Professionals from Laboratory, USA USA academia, government, and industry will Join us for an evening devoted to developing share their job-search experiences and 4:40-4:55 Proper Symplectic a successful career in the mathematical give advice on how to develop successful Decomposition for Forced and sciences. Professionals from academia, application materials tailored to specific job Dissipative Hamiltonian Systems government, and industry will share their job- opportunities and how to perform well in Kamran Mohseni and Liqian Peng, University search experiences and give advice on how job interviews. The target audience for this of Florida, USA to develop successful application materials event includes early career professionals tailored to specific job opportunities and how 5:00-5:15 Fast Minimum Uncertainty (i.e., less than five years past last degree), to perform well in job interviews. The target Estimates for the Exponential Fitting postdocs, and students. However, we are audience for this event includes early career Problem also encouraging participation from the professionals (i.e., less than five years past Jeffrey M. Hokanson, University of Texas senior professional community during last degree), postdocs, and students. However, MD Anderson Cancer Center, USA the networking session to share their own we are also encouraging participation from experience. Part I: Finding and Applying for 5:20-5:35 Automatic Dimensionality the senior professional community during Jobs Reduction Using Gaussian Processes: the networking session to share their own Application to High Dimensional David Brown experience. Part II: The Job Interview Uncertainty Quantification Lawrence Livermore National Laboratory, Misha Kilmer Rohit Tripathy, Ilias Bilionis, and Marcial USA Gonzalez, Purdue University, USA Tufts University, USA Thursday Jennifer Erway Tamara Kolda 5:40-5:55 Uncertainties in Coherent Wake Forest University, USA X-Ray Diffractive Imaging 3D Sandia National Laboratories, USA Des Higham Reconstructions John Peach University of Strathclyde, United Kingdom Jing Liu, Stefan Engblom, and Carl Massachusetts Institute of Technology, USA Nettelblad, Uppsala University, Sweden Helen Moore 6:00-6:15 A Global-Local Optimization Bristol-Myers Squibb, USA Template for Multiple History-Matched Reservoir Parameters Abeeb Awotunde, King Fahd University of Petroleum and Minerals, Saudi Arabia

SIAM Council Meeting 4:00 PM Room:Faneuil - Mezzanine Level

Exhibit Hall Closes 4:30 PM Room:Galleria Level 2016 SIAM Annual Meeting 107

Friday, July 15 Friday, July 15 Friday, July 15 IT12 IT13 The Life Cycle of An On the Mathematical Study Diversity Committee Eigenvalue Problem: From of Defects in Liquid Crystals Meeting Data to Numerics 8:30 AM-9:15 AM 7:00 AM-8:30 AM 8:30 AM-9:15 AM Room:Grand Ballroom CDE - Concourse Room:Faneuil - Mezzanine Level Room:Grand Ballroom AB - Concourse Level Level Chair: Françoise Tisseur, The University of Chair: Michael Shearer, North Carolina Manchester, UK State University, USA Compensation Committee Eigenvalue problems lurk everywhere, from The mathematical analysis of liquid crystal Meeting our buildings to our vehicles, from our music models poses many challenging questions, to our networks, from sociology to biology as can be seen by their close relationship to 8:00 AM-11:00 AM to material science. Yet the move from the study of singularities for harmonic maps. In this talk, I will discuss the structure of Room:Douglas - Mezzanine Level application to computed eigenvalue involves numerous nontrivial steps. We shall survey defects in the context of different models of this process, starting from measured data from nematic liquid crystals, and their connection guitar strings, through the steps of modeling, to classical results on harmonic maps into Registration linearizing, discretizing, projecting, and, the sphere. To illustrate, I will present the physically fundamental problem of defects 8:00 AM-4:30 PM finally, numerically computing eigenvalues. Along the route we shall discuss the created by a colloid particle immersed in Room:Concourse Level mathematical design of musical instrument a nematic, and present recent results using strings that produce a custom sound, and the the Landau-de Gennes energy. We find that vibration of spider webs. the Landau-de Gennes model allows for a greater variety of types of singularity than Mark Embree the (harmonic map-based) Oseen-Frank Virginia Tech, USA energy, including line singularities such as the “Saturn Ring” defect. Lia Bronsard McMaster University, Canada Friday 108 2016 SIAM Annual Meeting

Friday, July 15 Friday, July 15 Friday, July 15 IT14 MS128 MS130 Dynamics, Mixing, and Algebraic Approaches for Educating Quantitative Coherence Investigating Biological Biologists: Modeling, 9:15 AM-10:00 AM Systems - Part I of II Computing, Data Science Room:Grand Ballroom AB - Concourse Level 10:30 AM-12:30 PM and Beyond Chair: Jeff Moehlis, University of California, Room:Lewis - Conference Level 10:30 AM-12:30 PM Santa Barbara, USA For Part 2 see MS145 Room:Harbor Ballroom III - Conference Level Coherent structures in geophysical flows The focus of our minisymposium is on Quantitative approaches in life sciences have play fundamental roles by organising fluid algebraic methods in systems biology, with expanded rapidly. A variety of approaches flow and obstructing transport. For example, emphasis on the computer algebra and are available to enhance biology quantitative in the ocean, coherence manifests itself optimization to solve these problems. We education. Learning goals include providing at global scales down to scales of at least are interested in topics ranging from the adequate experience with the diversity of tens of kilometres, and strongly influences analysis of single molecules to biochemical quantitative methods so that students are the transportation of heat, salt, nutrients, reaction networks. In particular, we are able to: read the life science literature, phytoplankton, pollution, and garbage. I interested in the algebraic techniques used to apply quantitative methods to research will describe some recent mathematical address problems arising in systems biology problems across biology, and develop constructions, ranging across dynamical (e.g. multistability, control, identifiability, collaborations with quantitative specialists systems, probability, and geometry, which etc) and the difficulties that arise when including mathematicians, statisticians and enable the accurate identification and tracking studying these problems. computational scientists. This minisymposium of such structures, and the quantification of Organizer: Nicolette Meshkat brings together leaders in undergraduate associated mixing and transport properties. North Carolina State University, USA and graduate life science quantitative I will present case studies from a variety of education so that attendees may consider Organizer: Heather Harrington geophysical settings. alternative methods to broaden the educational University of Oxford, United Kingdom Gary Froyland experiences offered at their institutions in this University of New South Wales, Australia 10:30-10:55 Algebraic Complexity in expanding field. Gene Regulation Jeremy Gunawardena, Harvard Medical Organizer: Louis J. Gross School, USA University of Tennessee, USA 11:00-11:25 Which Biochemical Organizer: Rachel Levy Coffee Break Reaction Networks Are Harvey Mudd College, USA 10:00 AM-10:30 AM Multistationary? 10:30-10:55 Some Lessons from 40 Anne Shiu, University of Chicago, USA; Years of Quantitative Education for Room:Grand Ballroom Prefunction - Badal Joshi, California State University, Biologists Concourse Level San Marcos, USA Louis J. Gross, University of Tennessee, USA 11:30-11:55 Numerical Methods for 11:00-11:25 Using Case Studies to Exploring Parameter Spaces Integrate Modeling into Biocalculus Dan Bates, Colorado State University, USA Classes Troy Day, Queen’s University, Canada 12:00-12:25 A Case Study in Algebraic Systems Biology 11:30-11:55 Can You Build a Taj Mahal

Friday Elizabeth Gross, University of Ilinois at Out of Lego Blocks? Teaching Systems Chicago, USA and Simulation Modeling to Graduate Students in Ecology Wayne M. Getz, University of California, Berkeley, USA 12:00-12:25 Preparing for a Quantitative Job in the BioPharma Industry Helen Moore, Bristol-Myers Squibb, USA 2016 SIAM Annual Meeting 109

Friday, July 15 Friday, July 15 Friday, July 15 MS131 MS132 MS133 Effects of Randomness on Electrohydrodynamics and Fractional Partial Differential Extended Physical Systems Electrodiffusion in Material Equations: Modeling, 10:30 AM-12:30 PM Sciences and Biology - Simulation, Application, and Room:Grand Ballroom D - Concourse Level Part I of II Analysis - Part I of II This session addresses how random forcing 10:30 AM-12:30 PM 10:30 AM-12:30 PM and initial conditions, frequently together Room:Commonwealth A - Concourse Level Room:Commonwealth C - Concourse Level with nonlinearity, affect the behavior of extended systems. In fluids, a description of For Part 2 see MS148 For Part 2 see MS149 how diffusion and flow geometry combine to Electrohydrodynamics and electrodiffusion, in FPDEs are emerging as a powerful tool for influence tracer transport will be presented. particular the study of droplets and deformable modeling challenging multiscale phenomena Stochastic switching of noisy initial membranes in fluid under the effect of electric including overlapping microscopic and conditions to a high-dimensional Langevin field or the flow of ions in salt exchange macroscopic scales, anomalous transport, system will be discussed. Cascading spectra membranes and fuel cells, are classical fields and long range time memory or spatial of a dispersionless, driven-damped system, in in the material sciences. On the other hand, interactions, which cannot be modeled which nonlinearity and random drive induce description and modeling of corresponding accurately by integer-order differential effective dispersion, derived analytically and phenomena in biology is relatively sparse, equations. However, these problems raise computed numerically, will be shown. A but its presence and significance is starting new modeling, computational, mathematical, near-universal effective dispersion relation to be recognized. In this minisymposium, we and numerical difficulties that have not satisfied by sufficiently random solutions of aim to bring experts of electrohydrodynamics been encountered in the context of integer- the Nonlinear Schrodinger Equation will be and electrodiffusion in both the material order differential equations. The aim of presented. sciences and biology to foster discussion. this minisymposium is to cover the recent The talks will address various aspects of development in modeling, simulation, Organizer: Katherine Newhall electrohydrodynamics/diffusion including application, and analysis in this field. University of North Carolina at Chapel Hill, phenomenology, modeling and computation. USA Organizer: Hong Wang Organizer: Yoichiro Mori University of South Carolina, USA 10:30-10:55 Causes of Metastability University of Minnesota, USA and Their Effects on Transition Times Organizer: George E. Karniadakis Katherine Newhall, University of North Organizer: Yuan-Nan Young Brown University, USA Carolina at Chapel Hill, USA New Jersey Institute of Technology, USA 10:30-10:55 Backward Fractional 11:00-11:25 Waveaction Spectra and 10:30-10:55 Electrohydrodynamics of a Diffusion Equation Effective Dispersion of Fully Nonlinear Planar Lipid Bilayer Membrane Mark Meerschaert, Michigan State Mmt Model Yuan-Nan Young, New Jersey Institute University, USA; Roseanna Neupauer, Michael Schwarz, Gregor Kovacic, and of Technology, USA; Michael Miksis, University of Colorado Boulder, USA; Peter R. Kramer, Rensselaer Polytechnic Northwestern University, USA; Shravan Yong Zhang, University of Alabama, USA Veerapaneni, University of Michigan, USA; Institute, USA; David Cai, Courant 11:00-11:25 Fast Numerical Methods Institute of Mathematical Sciences, New Yuan-Nan Young and Szu-Pei Fu, New for Space-Time Fractional Pdes York University, USA Jersey Institute of Technology, USA Hong Wang, University of South Carolina, Friday 11:30-11:55 The Effective Dispersion 11:00-11:25 Vesicles in Electric and USA Relation for the Nonlinear Schrodinger Magnetic Fields 11:30-11:55 Petrov-Galerkin Spectral Equation David Salac, State University of New York at Methods for Distributed-Order Katelyn J. Leisman, Rensselaer Polytechnic Buffalo, USA Fractional PDEs Institute, USA 11:30-11:55 Numerical Modeling of Mohsen Zayernouri, Michigan State 12:00-12:25 The Role of Geometry in the Electrohydrodynamic of a Viscous University, USA Controlling Asymmetries in Passive Droplet 12:00-12:25 High-Order Algorithms for Scalar Transport Maxime Theillard and David Saintillan, Caputo Derivatives and Caputo-Type Manuchehr Aminian, Francesca Bernardi, University of California, San Diego, USA Partial Differential Equations Roberto Camassa, and Richard 12:00-12:25 Computational Modeling Changpin Li, Shanghai University, China McLaughlin, University of North Carolina, of Osmotic Water Flow with Moving USA Interfaces Lingxing Yao, Case Western Reserve University, USA; Yoichiro Mori, University of Minnesota, USA 110 2016 SIAM Annual Meeting

Friday, July 15 Friday, July 15 Friday, July 15 MS135 MS136 MS137 Highlights of NSF’s Enriched Innovative Methods for Model Reduction of Doctoral Training Program in Large Scale Eigenvalue Parametrized PDEs: Mathematical Sciences Solutions Application to Optimization 10:30 AM-12:30 PM 10:30 AM-12:30 PM and Uncertainty Quantification Room:Harbor Ballroom II - Conference Room:Adams - Mezzanine Level Level Organized by SIAG/LA 10:30 AM-12:30 PM Today fewer than 50% of Mathematical This minisymposium is concerned with Room:Harbor Ballroom I - Conference Level Sciences PhD students in the US land jobs innovative methods for large scale eigenvalue This minisymposium explores recent in academia. The US National Science solutions. The increasing complexity of developments in model reduction methods Foundation recently launched a new program modern scientific computing and engineering that provide rapid and reliable solution entitled “Enriched Doctoral Training in the simulations introduces significant challenges of parametrized PDEs in the many-query Mathematical Sciences” (EDT). The first for the existing eigensolvers. In recent scenarios in optimization and uncertainty two EDT projects were awarded in 2015 years, quite some exciting developments quantification (UQ). The minisymposium to the University of Texas at Dallas for have been proposed, such as those based on considers both model reduction formulations their project “Team Training Mathematical rational approximations, polynomial filtering, that incorporates specific structures of Scientists Through Industrial Collaborations” structured matrices, etc. This minisymposium optimization problems, and optimization and to Princeton University for the intends to discuss recent algorithm designs, strategies that leverage rapid solutions project “Mathematical Methods for Water their analysis, parallel implementation and the provided by the reduced, surrogate models. Problems”. We highlight two subprojects at related practical applications. Topics include the variational inequality, each institution which illustrate how PhD stochastic optimization, solution error students are being trained to tackle open- Organizer: Yuanzhe Xi certification, and their application to design ended, real-world problems in collaboration University of Minnesota, USA and control problems in engineering. with external partners. Organizer: Yousef Saad Organizer: Karen Veroy Organizer: Susan Minkoff University of Minnesota, USA RWTH Aachen University, Germany University of Texas, Dallas, USA 10:30-10:55 Spectrum Slicing by 10:30-10:55 Velocity Estimation Using Polynomial and Rational Function Organizer: Martin Grepl RWTH Aachen University, Germany Multi-Level Monte Carlo Bayesian Filtering Yuanzhe Xi and Yousef Saad, University of Inversion 10:30-10:55 A Certified Reduced Basis Georgia Stuart, Weihua Yang, Susan Minnesota, USA Method for Variational Inequalities and Minkoff, and Felipe Pereira, University of 11:00-11:25 Block Preconditioned Optimal Control Problems Texas, Dallas, USA Thick-Restart Lanczos Method with Karen Veroy-Grepl, Eduard Bader, Martin Subspace Optimization for Symmetric Grepl, Mark Kaercher, and Zhenying Zhang, 11:00-11:25 Dynamics of Water Use Eigenvalue Problems RWTH Aachen University, Germany Sarah E. Drohan, Princeton University, USA Lingfei Wu, College of William & Mary, 11:00-11:25 A Globally Convergent, 11:30-11:55 Inferring Offline Social USA; Fei Xue, University of Louisiana, Inexact Trust-Region Method for Networks from Online Data Lafayette, USA; Andreas Stathopoulos, Optimization Under Uncertainty using Jonathan Popa, John Zweck, Yulia Gel and College of William & Mary, USA Sparse Grids and Model Reduction Kusha Nezafati, University of Texas, Matthew J. Zahr, Stanford University, USA; Dallas, USA 11:30-11:55 Parallelization of the

Friday Rational Arnoldi Method Kevin T. Carlberg and Drew P. Kouri, 12:00-12:25 Stochastically Driven Mario Berljafa and Stefan Guettel, University Sandia National Laboratories, USA Plant Biomass and Soil Moisture of Manchester, United Kingdom 11:30-11:55 A Certified Reduced Dynamics in Water-Limited Basis Approach to PDE-constrained Ecoystems: Analytical Results 12:00-12:25 A Contour-Integral Based Parameter Optimization Benjamin Schaffer and Ignacio Rodriguez- Structured Eigensolver for Non- Elizabeth Qian, Massachusetts Institute of Iturbe, Princeton University, USA; Jan M. Hermitian Matrices Xin Ye and Jianlin Xia, Purdue University, Technology, USA; Martin Grepl and Karen Nordbotten, University of Bergen, Norway USA; Raymond H. Chan, Chinese Veroy-Grepl, RWTH Aachen University, University of Hong Kong, Hong Kong Germany; Karen E. Willcox, Massachusetts Institute of Technology, USA 12:00-12:25 Control for Systems With Uncertain Parameters through Reduced Order Models Boris Kramer, Karen E. Willcox, and Benjamin Peherstorfer, Massachusetts Institute of Technology, USA 2016 SIAM Annual Meeting 111

Friday, July 15 11:30-11:55 A Bayesian Approach Friday, July 15 to Understanding the Effects of a MS138 Fatal Virus Disease on Gypsy Moth MS139 Populations Multiscale Epidemics: Gregory Dwyer, University of Chicago, Particle Methods for Integrating Data from USA; Vanja Dukic, University of Colorado Multiphysics Simulations Multiple Processes - Boulder, USA; Bret Elderd, Louisiana State University, USA 10:30 AM-12:30 PM Part I of II 12:00-12:25 Managing Multiple Sources Room:Grand Ballroom E - Councourse Level 10:30 AM-12:30 PM of Uncertainty: Optimal Outbreak Particle methods have wide applicability Room:Burroughs - Conference Level Response for Foot-and-Mouth Disease in simulations across the sciences. This Matthew Ferrari, Pennsylvania State symposium is aimed at bringing together For Part 2 see MS152 University, USA; William Probert and practitioners to highlight and discuss current Biological processes such as epidemics Michael Tildesley, Nottingham University, work on the development of particle methods often have sub-processes operating on United Kingdom; Christopher Fonnesbeck, for applications in biophysics, computational multiple scales. Even with data obtained Vanderbilt University, USA; Katriona chemistry and geophysics. separately at different scales, it can be Shea, Pennsylvania State University, USA; difficult to make inferences about system Michael Runge, United States Geological Organizer: Henry A. Boateng parameters or the role of each sub-process Survey, USA; Christoper Jewell, Lancaster Bates College, USA on the system dynamics. Some modelling University, United Kingdom 10:30-10:55 Developing a Lagrangian approaches allow for direct quantification for Geophysical of the importance of sub-processes, but Applications are often unable to account for complex Peter A. Bosler, Sandia National behaviors without significant computation. Laboratories, USA This minisymposium will examine cases where flexible statistical and mathematical 11:00-11:25 Pros and Cons of modelling can combine the strengths of both Cartesian Treecode and Fast experiments and methodology to infer the Multipole Method Weihua Geng, Southern Methodist extent to which small-scale processes affect University, USA large-scale dynamics. Organizer: Peter Shaffery 11:30-11:55 A Particle-Cluster Cartesian Treecode for Multipolar University of Colorado Boulder, USA Electrostatic Interactions in Molecular Organizer: Vanja Dukic Simulations University of Colorado Boulder, USA Henry A. Boateng, Bates College, USA 10:30-10:55 Effects of Biodiversity on 12:00-12:25 Computational Disease Outbreaks: The Importance Methods for Local and Non-Local of Decreasing Variability in Hydrodynamic Models for Phase Transmission Transitions Peter Shaffery, University of Colorado Arvind Baskaran, National Institute of Boulder, USA; Bret Elderd, Louisiana Standards and Technology, USA; Zhen

State University, USA; Vanja Dukic, Guan and John Lowengrub, University of Friday University of Colorado Boulder, USA California, Irvine, USA 11:00-11:25 Cannibalism and Disease Transmission: How Risky is it to Eat your Own? Bret Elderd and Benjamin Van Allen, Louisiana State University, USA

continued in next column 112 2016 SIAM Annual Meeting

Friday, July 15 Friday, July 15 Friday, July 15 MS140 MS141 MS142 Pattern Formation in Recent Advances in Finite Sentiment Analysis in Big Singularly Perturbed Element Methods for Data: Recent Results and Variational Problems Nonlinear PDEs Mathematical Challenges 10:30 AM-12:30 PM 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:Grand Ballroom B - Concourse Level Room:Grand Ballroom A - Councourse Level Room:Grand Ballroom C - Concourse Level Organized by SIAG/APDE This session will focus on recent advances Understanding the sentiment of large, varied Diverse patterns arise from singular in finite element methods for nonlinear corpora poses exciting mathematical and limits of partial differential equations PDEs. Nonlinear PDEs arise in a wide range computational challenges. From the sentiment and their associated variational problems, of applications. As such, it is important to of tweets to the analysis of click stream data including transition layers in materials build stable, efficient, and accurate numerical from web browsing, surfacing sentiment in such as co-polymers, defects in liquid methods for solving these equations. Finite large and heterogeneous data sets has become crystals, or vortices in superconductors. element methods have become a popular an essential activity in modern industrial and This minisymposium will represent tool for modeling nonlinear PDEs due to government research. This workshop brings singular variational problems arising from the relatively simple representation of the together researchers from academia and different physical contexts, unified by the problems to be solved. Among the topics of industry whose work is aimed at revealing use of analytical methods such as Gamma discussion are optimizing the Kelvin force the sentiment found in a variety of sources. convergence, geometric measure theory, in a moving target subdomain, adaptivity for The mini symposium focuses on contributions nonlinear functional analysis, and regularity nonlinear PDEs, and finite element methods to the field from both mathematical and theory. for elliptic PDEs in non-divergence form and computational angles. for fully nonlinear second order PDEs. Organizer: Stan Alama Organizer: Jesse Berwald McMaster University, Canada Organizer: Amanda E. Diegel Target Corporation, USA Louisiana State University, USA Organizer: Lia Bronsard Organizer: Zachary Voller McMaster University, Canada Organizer: Susanne Brenner Target Corporation, USA Louisiana State University, USA 10:30-10:55 Vortices in P-Wave 10:30-10:55 Public Opinion Polling with Superconductivity 10:30-10:55 Primal and Mixed Finite Twitter Stan Alama and Lia Bronsard, McMaster Element Methods for Elliptic PDEs in Emily Cody, Andrew Reagan, Peter Dodds, University, Canada; Xavier Lamy, Max Non-Divergence Form and Chris Danforth, University of Planck Institute for Mathematics in the Michael J. Neilan, University of Pittsburgh, Vermont, USA USA Sciences, Germany 11:00-11:25 Mining Large Scale 11:00-11:25 Periodic Orbits to Gross 11:00-11:25 A Regularized Approach Reviews for Consumer Sentiment Pitaevskii in the Disc with vortices to Adaptivity for Nonlinear PDE in the Kasturi Bhattacharjee, University of following Point Vortex Flow Coarse Mesh Domain California, Santa Barbara, USA Sara Pollock, Texas A&M University, USA Raghav Venkatraman, Indiana University, 11:30-11:55 Reimagining USA 11:30-11:55 Numerical Moments and Recommendations: Contextual 11:30-11:55 To Be Announced the Approximation of Fully Nonlinear Embeddings from Online Browsing Second Order Partial Differential Data Equations Jesse Berwald, Target Corporation, USA 12:00-12:25 Approximate Global Tom Lewis, University of North Carolina at Friday 12:00-12:25 Leveraging Big Data for Minimizers for Pairwise Interaction Greensboro, USA Problems Societal Well-Being on a Range of David Shirokoff, New Jersey Institute of 12:00-12:25 Optimizing the Kelvin Force Scales Technology, USA in a Moving Target Subdomain Morgan R. Frank, University of Vermont, Harbir Antil, George Mason University, USA USA 2016 SIAM Annual Meeting 113

Friday, July 15 Friday, July 15 Friday, July 15 MS143 MS144 MS150 Time Stepping Methods for Visual Analytics - Part I of II Generalized Meshless the Evolution of PDEs - 10:30 AM-12:30 PM Multiscale Modeling of Part I of II Room:Carlton - Conference Level Complex Media - 10:30 AM-12:30 PM For Part 2 see MS154 Part II of II Room:Commonwealth B - Concourse Level Organized by SIAG/DMA 10:30 AM-12:30 PM For Part 2 see MS153 Visual analytics is the science of combining Room:Otis - Lobby Level Many complex physical phenomena interactive visual interfaces and information visualization techniques with automatic For Part 1 see MS134 are modeled by time-dependent partial The goal of the symposium is to bring differential equations. Numerical algorithms to support analytical reasoning through human-computer interaction. People together active researchers working in simulations of time-dependent PDEs require various aspects of meshless methods both spatial and temporal discretization. As use visual analytics tools and techniques to synthesize information and derive insight and, particularly, focusing on meshless spatial discretization methods have become modeling of complex media including more sophisticated, accurate, and efficient, from massive, dynamic, ambiguous, and often conflicting data, and to communicate their multi-phase / multi-components fluid flow, computational scientists are finding that wave propagation in elastoplastic media, temporal integration forms a bottleneck findings effectively for decision-making. This minisymposium will serve as an introduction to hydraulic fracturing, and smart materials. in many application areas. Some of these The objectives of this symposium are to challenges have been troubling practitioners the science and technology of visual analytics and will include both lectures on foundational establish fundamental aspects common to for many years, and have been addressed different meshless approaches, identify the by the creation of different types of time topics as well as the presentation of novel results in various application areas. areas for improvements, and formulate key integrators. Recently there has been rapid challenging topics. A list of key topics is 1. development in the field of time-integration Organizer: R. Jordan Crouser Mathematical theory of meshless methods, of PDEs. This minisymposium aims to Smith College, USA generalized finite element, and particle present the recent progress in the time 10:30-10:55 An Overview of Visual methods; 2. Identification of problems where evolution of numerical PDEs. Analytics meshless methods have clear advantage over Organizer: Sigal Gottlieb R. Jordan Crouser, Smith College, USA classical approaches; University of Massachusetts, Dartmouth, 11:00-11:25 Re-Centering Human Organizer: Alexander Lukyanov USA Centered Visualization Schlumberger-Doll Research, USA Organizer: David I. Ketcheson Lane Harrison, Worcester Polytechnic Organizer: Marc Alexander King Abdullah University of Science & Institute, USA Schweitzer Technology (KAUST), Saudi Arabia 11:30-11:55 Parameter Manipulation for Universität Bonn, Germany 10:30-10:55 Explicit Strong Stability Visualization Organizer: Kees Vuik Preserving Multistage Two-Derivative Amelia McNamara, Smith College, USA Delft University of Technology, Netherlands Time-Stepping Schemes 12:00-12:25 Do You See What I See?: Zachary J. Grant and Sigal Gottlieb, 10:30-10:55 An XFEM Model for An HCI Perspective on Evaluation in Vis University of Massachusetts, Dartmouth, Propagation and Reorientation of

Evan M. Peck, Bucknell University, USA Friday USA; Andrew J. Christlieb, Michigan Hydraulic Fractures State University, USA; David C. Seal, Elizaveta Gordeliy, Schlumberger- United States Naval Academy, USA Doll Research, USA; Safdar Abbas, Schlumberger, USA; Anthony Peirce,

11:00-11:25 Efficient Computation of University of British Columbia, Canada; High Derivatives for Multiderivative Romain Prioul, Schlumberger-Doll Methods Research, USA David C. Seal, United States Naval Academy, USA 11:00-11:25 The XFEM in a Simplified Model for Hydraulic Fracturing in 11:30-11:55 Implicit Strong Stability Three Dimensions Preserving Runge--Kutta Methods Thomas-Peter Fries, Graz University of Sidafa Conde and Sigal Gottlieb, University Technology, Austria; Markus Schaetzer, of Massachusetts, Dartmouth, USA; John Technische Universität, Graz, Austria Shadid, Sandia National Laboratories, USA 11:30-11:55 Meshfree Direct Simulation “Monte Carlo” 12:00-12:25 Making SSP Integrators Benjamin Seibold, Temple University, USA More Practical David I. Ketcheson, King Abdullah 12:00-12:25 Modeling of Liquefaction University of Science & Technology with MPM (KAUST), Saudi Arabia Lisa Wobbes, Technische Universiteit Delft, Netherlands; Lars Beuth, Deltares, Netherlands 114 2016 SIAM Annual Meeting

Friday, July 15 Friday, July 15 Friday, July 15 CP23 CP24 CP25 Life Sciences Ordinary Differential Numerical PDEs III 10:30 AM-12:10 PM Equations 10:30 AM-12:10 PM Room:Griffin - Conference Level 10:30 AM-11:50 AM Room:Revere - Lobby Level Chair: Patrick T. Davis, Central Michigan Room:Paine - Lobby Level Chair: Michaela J. Kubacki, Middlebury University, USA Chair: Charles T. Fulton, Florida Institute of College, USA 10:30-10:45 Modelling of the Ebola Technology, USA 10:30-10:45 High-Order Absorbing Disease: The Most Deadly Disease of 10:30-10:45 Improving the Efficiency Boundary Conditions for Discontinuous Our Time? of Stiffly Accurate Exponential Galerkin Time-Domain Schemes Jude N. Onicha, James Obeahon, and Propagation Iterative Methods of Axel Modave, Rice University, USA; Jesse Benjamin Oboh, University of Benin, Runge-Kutta Type (epirk) Chan, Virginia Tech, USA; Andreas Alte, Nigeria Greg Rainwater and Mayya Tokman, Total, France; Russell Hewett, Total E&P, USA; Tim Warburton, Virginia Tech, USA 10:50-11:05 A General Framework University of California, Merced, USA for the Analysis of Infectious Disease 10:50-11:05 New Preconditioned 10:50-11:05 High Efficiency Sixth Models with Delayed Differential Exponential Time Integrators for Stiff Order Computation with Richardson Equations Differential Equations Extrapolation for Elliptic PDEs Patrick T. Davis and Leela Rakesh, Central Vu Thai Luan, Mayya Tokman, and Greg Ruxin Dai, University of Wisconsin-River Michigan University, USA Rainwater, University of California, Falls, USA 11:10-11:25 Minimal Sensor Networks Merced, USA 11:10-11:25 A High-Order Scheme for for Detecting Non-Diffusive Disease 11:10-11:25 Eigenfunction Expansions the Biharmonic and the Navier-Stokes Spreading for Legendre’s Equation Equations in Irregular Domains Kyle B. Gustafson and Josh Proctor, Institute Charles T. Fulton, Florida Institute of Dalia Fishelov, Afeka-Tel-Aviv Academic for Disease Modeling, USA Technology, USA; Heinz Langer, Vienna College of Engineering, Israel; Matania 11:30-11:45 Mathematical Model University of Technology, Austria Ben-Artzi, The Hebrew University, Israel; of Ischemia-Reperfusion Injury Jean-Pierre Croisille, CNRS and University 11:30-11:45 Mathematical Model of Lorraine, France and Postconditioning in a Two- and Numerical Simulations of the Dimensional Channel Transmission Dynamics of Ebola Virus 11:30-11:45 Partitioned Methods for Daniel Fong, United States Merchant Marine Blessing Uzor, University of Guelph, Canada; Contaminant Transport Models in Academy, USA; Linda Cummings, New Simeon Inyama, Federal University of Coupled Groundwater-Surface Water Jersey Institute of Technology, USA Technology Owerri, Nigeria Flows 11:50-12:05 A Multigene Genetic Michaela J. Kubacki, Middlebury College, Programming for Thyroid Disorder USA Joseph Ackora-Prah, Kwame Nkrumah 11:50-12:05 Numerical Study of University of Science and Technology, a Dielectric Barrier Discharge Ghana Phenomena and Its Effect on the Air Flow Ivan Soukup, Charles University in Prague and Czech Technical University in Prague, Czech Republic; Jan Mikeš, Czech

Friday Technical University, Prague, Czech Republic 2016 SIAM Annual Meeting 115

Friday, July 15 Friday, July 15 Friday, July 15 CP26 Systems Oversight Committee IT15 (SOC) Meeting Computational Fluid Social Science in the Age Dynamics 11:00 AM-12:00 PM of Big Data 10:30 AM-12:50 PM Room:Executive Board Room - Mezzanine Level 2:00 PM-2:45 PM Room:Hancock - Lobby Level Room:Grand Ballroom - Concourse Level Chair: David F. Gleich, Purdue University, Chair: Lindsay C. Erickson, Sandia SOC/FMC Lunch Meeting National Laboratories, USA USA 10:30-10:45 Simulating Surfactant 12:00 PM-1:00 PM The digital age has created exciting new Spreading: Impact of a Physically Room:Faneuil - Mezzanine Level opportunities to study social behavior. Yet, Motivated Equation of State many of these opportunities have not been Dina Sinclair, Harvey Mudd College, USA; fully realized, in part because researchers Karen Daniels, North Carolina State have focused their attention on inappropriate University, USA; Rachel Levy, Harvey Lunch Break sources of data. In this talk, I’ll present a Mudd College, USA framework for differentiating social data. 12:30 PM-2:00 PM Then, I’ll describe a new form of survey 10:50-11:05 Optimum Permeability Attendees on their own we have developed called a wiki survey, Profile and Fouling in Membrane which combines the quantifiability of a Filters survey with the openness of an interview. Pejman Sanaei and Linda Cummings, New The talk will conclude with a discussion of Jersey Institute of Technology, USA Financial Management research areas that are ripe for collaboration 11:10-11:25 A VMS-FEM for Committee (FMC) Meeting between computational scientists and social Monolithic ALE Computations of scientists. Shock Hydrodynamics 1:00 PM-4:00 PM Matthew Salganik Xianyi Zeng and Guglielmo Scovazzi, Duke Room:Executive Board Room - Mezzanine Level University, USA Princeton University, USA 11:30-11:45 An Interpolative Particle Level Set Method Lindsay C. Erickson, Jeremy Templeton, and Karla Morris, Sandia National Laboratories, USA 11:50-12:05 Wetting and Dewetting of Thin Viscoelastic Drops Valeria Barra, Shahriar Afkhami, and Lou Kondic, New Jersey Institute of Technology, USA 12:10-12:25 An Efficient Particle Vortex Method for Vorticity Dynamics Friday in Free Space Ling Xu and Robert Krasny, University of

Michigan, USA 12:30-12:45 Multi-Scale Modeling of Compaction-Initiated Detonation in Heterogeneous Explosives James R. Gambino, Ashwani K. Kapila, and Donald W. Schwendeman, Rensselaer Polytechnic Institute, USA 116 2016 SIAM Annual Meeting

Friday, July 15 Friday, July 15 Friday, July 15 IT16 MS145 MS146 Anatomy of MERS Epidemic Algebraic Approaches for Data-Based Methods 2:45 PM-3:30 PM Investigating Biological Towards Optimal Control of Complex Systems Room:Grand Ballroom - Concourse Level Systems - Part II of II Chair: Ira B. Schwartz, Naval Research 4:00 PM-6:00 PM 4:00 PM-6:00 PM Laboratory, USA Room:Lewis - Conference Level Room:Adams - Mezzanine Level The Middle East respiratory syndrome For Part 1 see MS128 Organized by SIAG/LA coronavirus (MERS) that causes a severe The focus of our minisymposium is on Recent advances in data-driven, equation- lower respiratory tract infection in humans algebraic methods in systems biology, with free models have made significant progress continues raising public health concern due emphasis on the computer algebra and in the analysis of complex systems. The to the failure to stop the spread since its optimization to solve these problems. We are goal, though, of understanding these complex first description (June 2012). MERS has interested in topics ranging from the analysis systems such as neural networks, infectious reached 26 countries infecting a total of 1,638 of single molecules to biochemical reaction disease systems, and fluid flow applications confirmed cases (WHO, March 2016). The networks. In particular, we are interested is more than analysis and characterization: majority of cases has occurred in the Middle in the algebraic techniques used to address it is prediction and optimal control. This East, where the disease is endemic, with problems arising in systems biology (e.g. minisymposium brings together leading cases being reported worldwide in travelers multistability, control, identifiability, etc) experts who are integrating ideas from model- from the Middle East or their contacts. In this and the difficulties that arise when studying based optimal control with data-driven, talk I will present the work we conducted these problems. equation-free methods. Further, this session during successive phases of the epidemic seeks to illustrate how these methodological to characterize its features, in terms of Organizer: Nicolette Meshkat developments can impact a wide array of transmissibility, relative role of zoonotic North Carolina State University, USA engineering, physical, and biological sciences vs. human transmission route, geographical Organizer: Heather Harrington where describing the governing equations is a heterogeneity and seasonal variations, and University of Oxford, United Kingdom significant challenge. risk following MERS importation. 4:00-4:25 Linear Compartment Organizer: Boris Kramer Vittoria Colizza Models and the Existence of Massachusetts Institute of Technology, USA Inserm, France Identifiable Reparametrizations Jasmijn Baaijens, CWI, Amsterdam, Organizer: Joshua L. Proctor Netherlands Institute for Disease Modeling, USA Coffee Break 4:30-4:55 Combinatorial Interventions 4:00-4:25 On Nonlinear System for Control Tasks in Large-Scale Identification for Complex Systems 3:30 PM-4:00 PM Signaling Networks Including Infectious Diseases Paola Vera-Licona, University of Joshua L. Proctor, Institute for Disease Room:Grand Ballroom Prefunction - Connecticut Health Center, USA Modeling, USA Concourse Level 5:00-5:25 What Makes a Neural Code 4:30-4:55 Operator Theoretic Convex? Framework for Estimation and Control Nora Youngs, Harvey Mudd College, USA Amit Surana, United Technologies Research Center, USA 5:30-5:55 Studying Continuous Conformational Changes of Proteins 5:00-5:25 Cluster-based Reduced- Friday Using Cryo-EM order Modeling and Control of David M. Dynerman, University of Nonlinear Dynamics Wisconsin, USA Eurika Kaiser, University of Washington, USA 5:30-5:55 Inferring Nonlinear Dynamics on Networks from Data Niall M. Mangan, University of Washington, Seattle, USA 2016 SIAM Annual Meeting 117

Friday, July 15 Friday, July 15 Friday, July 15 MS148 MS149 MS151 Electrohydrodynamics Fractional Partial Differential Implementing and Electrodiffusion in Equations: Modeling, Transformational Material Sciences and Simulation, Application, and Undergraduate Modeling Biology - Part II of II Analysis - Part II of II Experiences 4:00 PM-6:00 PM 4:00 PM-6:00 PM 4:00 PM-6:00 PM Room:Commonwealth A - Concourse Room:Commonwealth C - Concourse Level Room:Hancock - Lobby Level Level For Part 1 see MS133 Modeling creates opportunities to For Part 1 see MS132 FPDEs are emerging as a powerful tool for engage application motivated students in Electrohydrodynamics and modeling challenging multiscale phenomena mathematics. As a natural point of connection electrodiffusion, in particular the study including overlapping microscopic and with other disciplines, mathematical of droplets and deformable membranes macroscopic scales, anomalous transport, and modeling has been promoted through in fluid under the effect of electric field long range time memory or spatial interactions, initiatives such as SIAM’s Modeling Across or the flow of ions in salt exchange which cannot be modeled accurately by integer- the Curriculum and highlighted in the membranes and fuel cells, are classical order differential equations. However, these Mathematics 2025 and Common Vision fields in the material sciences. On the problems raise new modeling, computational, reports. A well implemented modeling other hand, description and modeling of mathematical, and numerical difficulties that experience can transform an undergraduate’s corresponding phenomena in biology is have not been encountered in the context relationship to their mathematical knowledge, relatively sparse, but its presence and of integer-order differential equations. The changing their perceptions of mathematics. significance is starting to be recognized. aim of this minisymposium is to cover the This minisymposium brings together In this minisymposium, we aim to bring recent development in modeling, simulation, speakers from universities and liberal arts experts of electrohydrodynamics and application, and analysis in this field. colleges, who have created diverse modeling electrodiffusion in both the material experiences for students. By focusing Organizer: Hong Wang sciences and biology to foster discussion. on implementation, this session aims to University of South Carolina, USA The talks will address various aspects promote the spread of these kinds of learning of electrohydrodynamics/diffusion Organizer: George E. Karniadakis opportunities. including phenomenology, modeling and Brown University, USA computation. Organizer: Sarah Iams 4:00-4:25 Numerical Solutions for Harvard University, USA Organizer: Yoichiro Mori Fractional Convection Equations University of Minnesota, USA Kassem Mustapha, King Fahd University of Organizer: Chad M. Topaz Macalester College, USA Organizer: Yuan-Nan Young Petroleum and Minerals, Saudia Arabia 4:00-4:25 How I Abandoned the New Jersey Institute of Technology, USA 4:30-4:55 Fractional Boundary Conditions Textbook: A Primary Source Driven Harish Sankaranarayanan, Michigan State 4:00-4:25 Modeling Neuronal Modeling Course University, USA Electromechanics Using Fractional Chad M. Topaz, Macalester College, USA Operators of Variable Order 5:00-5:25 Fractional Laplacian and 4:30-4:55 A Zero-Prerequisite

Corina Drapaca, Pennsylvania State Applications Friday Sustainability-Focused Computational University, USA Fangying Song, Brown University, USA Modeling Course for Senior Non- 4:30-4:55 A Multidomain 5:30-5:55 Second-Order Convergence Majors

Electrodiffusion Model of Cortical of Non-Smooth Solutions to Multi-Term Gwen Spencer, Smith College, USA Spreading Depression Fractional Differential Equations 5:00-5:25 Modeling Initiatives for Yoichiro Mori and Rosemary O’Connell, Fanhai Zeng, Brown University, USA Upper-Level Math Majors: Looking University of Minnesota, USA Back, Forward and Across Time 5:00-5:25 Models for Tear Film and Scales Ocular Epithelium Interaction Maria Emelianenko, George Mason Spencer R. Walker and Richard Braun, University, USA University of Delaware, USA 5:30-5:55 Adding Modeling to the 5:30-5:55 Drift-Diffusion Simulation Early Undergraduate Engineering of Channels and Synapses Program Carl L. Gardner, Arizona State Matthew Ando, University of Illinois, USA University, USA 118 2016 SIAM Annual Meeting

Friday, July 15 Friday, July 15 Friday, July 15 MS152 MS153 MS154 Multiscale Epidemics: Time Stepping Methods for Visual Analytics - Part II of II Integrating Data from Multiple the Evolution of PDEs - 4:00 PM-6:00 PM Part II of II Processes - Room:Carlton - Conference Level Part II of II 4:00 PM-6:00 PM For Part 1 see MS144 4:00 PM-6:00 PM Room:Commonwealth B - Concourse Level Organized by SIAG/DMA Room:Burroughs - Conference Level For Part 1 see MS143 Visual analytics is the science of combining Many complex physical phenomena interactive visual interfaces and information For Part 1 see MS138 are modeled by time-dependent partial visualization techniques with automatic Biological processes such as epidemics often differential equations. Numerical simulations algorithms to support analytical reasoning have sub-processes operating on multiple of time-dependent PDEs require both through human-computer interaction. People scales. Even with data obtained separately spatial and temporal discretization. As use visual analytics tools and techniques to at different scales, it can be difficult to make spatial discretization methods have become synthesize information and derive insight inferences about system parameters or the role more sophisticated, accurate, and efficient, from massive, dynamic, ambiguous, and often of each sub-process on the system dynamics. computational scientists are finding that conflicting data, and to communicate their Some modelling approaches allow for direct temporal integration forms a bottleneck findings effectively for decision-making. This quantification of the importance of sub- in many application areas. Some of these minisymposium will serve as an introduction processes, but are often unable to account challenges have been troubling practitioners to the science and technology of visual for complex behaviors without significant for many years, and have been addressed analytics and will include both lectures on computation. This minisymposium will examine by the creation of different types of time foundational topics as well as the presentation cases where flexible statistical and mathematical integrators. Recently there has been rapid of novel results in various application areas. modelling can combine the strengths of both development in the field of time-integration experiments and methodology to infer the extent Organizer: R. Jordan Crouser of PDEs. This minisymposium aims to to which small-scale processes affect large-scale Smith College, USA present the recent progress in the time dynamics. evolution of numerical PDEs. 4:00-4:25 Storytelling with Visual Organizer: Peter Shaffery Analytics University of Colorado Boulder, USA Organizer: Sigal Gottlieb Megan Monroe, IBM Research, USA University of Massachusetts, Dartmouth, 4:30-4:55 Measuring the Effectiveness Organizer: Sama Shrestha USA University of Colorado Boulder, USA of Visual Analytics Systems Organizer: David I. Ketcheson Steven R. Gomez, Massachusetts Institute of Organizer: Vanja Dukic King Abdullah University of Science & Technology, USA University of Colorado Boulder, USA Technology (KAUST), Saudi Arabia 5:00-5:25 Supporting Bayesian 4:00-4:25 Modeling the Dynamics of 4:00-4:25 Building an Efficient Reasoning in Non-Experts Human Papillomavirus: Mechanistic Exponential Time Integrator Alvitta Ottley, Tufts University, USA Inference from Longitudinal Data Mayya Tokman, University of California, 5:30-5:55 Human-in-the-Loop Machine Sylvia Ranjeva and Edward Baskerville, Merced, USA University of Chicago, USA; Anna Giuliano, Learning 4:30-4:55 Multilevel Spectral Deferred H. Lee Moffitt Cancer Center & Research Eli T. Brown, DePaul University, USA Correction Methods Institute, USA; Vanja Dukic, University of Michael Minion, Lawrence Berkeley Colorado Boulder, USA; Sarah Cobey and National Laboratory, USA

Friday Gregory Dwyer, University of Chicago, USA 5:00-5:25 Higher-Order Time- 4:30-4:55 Survival Analysis of Fall Adaptive Splitting Schemes for Armyworm in a Tritrophic System through Evolution Equations Model Comparison Winfried Auzinger, Vienna University of Sama Shrestha and Vanja Dukic, University Technology, Austria of Colorado Boulder, USA; Bret Elderd, Louisiana State University, USA 5:30-5:55 New Positivity and SSP Analysis of Diagonally Implicit Time- 5:00-5:25 Bayesian Multiresolution Stepping Methods for PDEs Modeling of Time to Event Data Zoltan Horvath, Széchenyi István University, Vanja Dukic and Yolanda Hagar, University of Györ, Hungary Colorado Boulder, USA 5:30-5:55 A Mathematical Framework for Understanding the Effects of Ecological Interactions on Disease Transmission in Multi-Host Communities John Vinson and Andrew Park, University of Georgia, USA; Suzanne O’Regan, National Institute for Mathematical and Biological Synthesis, USA 2016 SIAM Annual Meeting 119

Friday, July 15 Friday, July 15 Friday, July 15 CP27 CP28 CP29 Life Sciences II Numerical PDEs IV Partial Differential Equations 4:00 PM-6:00 PM 4:00 PM-6:00 PM IV Room:Griffin - Conference Level Room:Revere - Lobby Level 4:00 PM-5:40 PM Chair: Neelima Sharma, Yale University, Chair: Jonathan J. Hu, Sandia National Room:Paine - Lobby Level USA Laboratories, USA Chair: Mouhacine Benosman, MERL, USA 4:00-4:15 Optical Biosensors for 4:00-4:15 An Arbitrary Order, Fully 4:00-4:15 Interpolation of Functions Multicomponent Reactions Implicit, Hybrid Kinetic Solver for with Parameter Dependent Jumps by David A. Edwards, University of Radiative Transport Using Integral Transformed Snapshots Delaware, USA; Ryan Evans, Deferred Correction Gerrit Welper, Texas A&M University, USA University of Delaware, USA Michael Crockatt, Michigan State University, USA 4:20-4:35 Stochastic Partial Functional 4:20-4:35 Optimal Mating Strategies Differential Equations with Delay for Preferentially Outcrossing 4:20-4:35 Multigrid Methods for Peter Y. Pang, National University of Simultaneous Hermaphrodites in the Systems Arising from High Order Singapore, Republic of Singapore Presence of Predators {CVFEM} Discretizations Allison Kolpas, Josh Auld, Corin Stratton, Jonathan J. Hu and Christopher Siefert, 4:40-4:55 Lyapunov-Based Robust and Nicole Bishop, West Chester Sandia National Laboratories, USA Reduced Order Model Stabilization University, USA for Partial Differential Equations: 4:40-4:55 A Non-Stiff Method for Airy Application to the Coupled Burgers 4:40-4:55 Scaling and Similarity of Flow: Application to the Modified Equation Biological Joints Korteweg De Vries Equation. Mouhacine Benosman, Petros Bourfounos, Neelima Sharma, Yale University, USA; Mariano C. Franco De Leon and John Piyush Grover, and Saleh Nabi, MERL, Shreyas Mandre, Brown University, Lowengrub, University of California, USA USA; Madhusudhan Venkadesan, Yale Irvine, USA University, USA 5:00-5:15 Fundamental Gaps and 5:00-5:15 From Discrete Time Random Energy Asymptotics of the Gross- 5:00-5:15 High Throughput Walks to Numerical Methods for Pitaevskii/nonlinear Schrodinger Chemical Toxicity Screening As a Fractional Order Differential Equations Equation with Repulsive Interaction Bayesian Signaling Game Christopher N. Angstmann and Bruce I. Xinran Ruan and Weizhu Bao, National Lyle D. Burgoon, US Army Engineer Henry, University of New South Wales, University of Singapore, Singapore Research and Development Center, Australia USA 5:20-5:35 Gepup: Reformulating 5:20-5:35 Formulation of a the Incompressible Navier-Stokes 5:20-5:35 A Mathematical Model to Discontinuous Galerkin Method Equations (inse) for Fourth Or Higher- Elucidate Brain Tumor Abrogation for Unstructured Causal Grids in Order Numerical Solutions by Immunotherapy with T11 Target Spacetime and Linear Dispersive Qinghai Zhang, Zhejiang University, China Structure Electromagnetic Media Subhas Khajanchi and Sandip Banerjee, Reza Abedi, University of Tennessee Space Indian Institute of Technology Roorkee, Institute, USA; Saba Mudaliar, Air Force India; Swapna Chaudhuri, Calcutta Research Laboratory, USA Board of Trustees Executive Friday School of Tropical Medicine, India 5:40-5:55 Construction and Analysis Session 5:40-5:55 Mathematical Modeling of a Weighted Sequential Splitting of Nanocarrier Distribution in the Method for the 3D Maxwell’s 4:00 PM-7:00 PM Microvasculature Equations Room:Faneuil - Mezzanine Level Tae-Rin Lee, Seoul National University, Puttha Sakkaplangkul and Vrushali A. Bokil, South Korea Oregon State University, USA 120 2016 SIAM Annual Meeting

Saturday, July 16 Board of Trustees Regular Session 8:00 AM-3:00 PM Room:Faneuil - Mezzanine Level Saturday 2016 SIAM Annual Meeting 121

Bestsellers ORDER DIRECT at Bookstore.siam.org 1. Introduction to Linear Algebra, Fourth Edition 14. MATLAB Guide, Second Edition Gilbert Strang 30% Off Desmond J. Higham and Nicholas J. Higham 2009 • x + 574 pages • Hardcover • 978-0-980232-71-4 List Price for 2005 • xxiv + 382 pages • Hardcover • 978-0-898715-78-1 List $87.50 • SIAM Members $61.25 • WC09 SIAM Members! List $57.00 • SIAM Members $39.90 • OT92 2. Numerical Linear Algebra 15. Variational Methods for the Numerical Solution of Lloyd N. Trefethen and David Bau III Nonlinear Elliptic Problems 1997 • xii + 361 pages • Softcover • 978-0-898713-61-9 #1 Roland Glowinski List $67.00 • SIAM Members $46.90 • OT50 2015 • xx + 462 pages • Softcover • 978-1-611973-77-8 List $79.00 • SIAM/CBMS Member $55.30 • CB86 3. Finite Difference Methods for Ordinary and Partial Differential Equations: Steady-State T16. Matrix Analysis for Scientists and Engineers and Time-Dependent Problems #2 Alan J. Laub Randall J. LeVeque 2005 • xiv + 157 pages • Softcover • 978-0-898715-76-7 2007 • xvi + 341 pages • Softcover • 978-0-898716-29-0 List $48.00 • SIAM Members $33.60 • OT91 List $69.50 • SIAM Members $48.65 • OT98 T16. A Primer for Radial Basis Functions with Applications 4. Matrix Analysis and Applied Linear Algebra to the Geosciences Carl D. Meyer Bengt Fornberg and Natasha Flyer 2000 • xii + 718 pages • Hardcover • 978-0-898714-54-8 2015 • x + 221 pages • Softcover • 978-1-611974-02-7 List $106.50 • SIAM Members $74.55 • OT71 List $79.00 • SIAM/CBMS Members $55.30 • CB87 5. Uncertainty Quantification: Theory, Implementation, #3 18. Mathematics and Climate and Applications Hans Kaper and Hans Engler Ralph C. Smith 2013 • xx + 295 pages • Softcover • 978-1-611972-60-3 2014 • xviii + 382 pages • Hardcover • 978-1-611973-21-1 List $59.00 • SIAM Members $41.30 • OT131 List $74.00 • SIAM Members $51.80 • CS12 #4 19. Computational Science and Engineering 6. Differential Equations and Linear Algebra Gilbert Strang Gilbert Strang 2007 • xii + 713 pages • Hardcover • 978-0-961408-81-7 2014 • 512 pages • Hardcover • 978-0980232790 List $90.00 • SIAM Members $63.00 • WC07 List $87.50 • SIAM Members $61.25 • WC13 20. Spline Functions: Computational Methods 7. A First Course in Numerical Methods Larry L. Schumaker Uri Ascher and Chen Greif 2015 • xii + 413 pages • Hardcover • 978-1-611973-89-1 2011 • xxii + 552 pages • Softcover • 978-0-89871-97-0 List $83.00 • SIAM Members $58.10 • OT142 List $98.00 • SIAM Members $68.60 • CS07 #5 21. Ordinary Differential Equations and Linear Algebra: 8. Insight Through Computing: A MATLAB Introduction A Systems Approach to Computational Science and Engineering Todd Kapitula Charles F. Van Loan and K.-Y. Daisy Fan 2015 • xii + 300 pages • Softcover • 978-1-611974-08-9 2009 • xviii + 434 pages • Softcover • 978-0-898716-91-7 List $79.00 • SIAM Members $55.30 • OT145 List $63.50 • SIAM Members $44.75 • OT117 #6 22. Numerical Computing with MATLAB: Revised Reprint 9. Mathematical Models in Biology Cleve B. Moler Leah Edelstein-Keshet 2004 • xii + 336 pages • Softcover • 978-0-898716-60-3 2005 • xliii + 586 pages • Softcover • 978-0-898715-54-5 List $56.50 • SIAM Members $39.55 • OT87 List $64.50 • SIAM Members $45.15 • CL46 23. Spectral Methods in MATLAB 10. Approximation Theory and Approximation Practice Lloyd N. Trefethen Lloyd N. Trefethen 2000 • xviii + 165 pages • Softcover • 978-0-898714-65-4 2012 • viii + 305 pages • Softcover • 978-1-611972-39-9 List $57.00 • SIAM Members $39.90 • SE10 List $51.00 • SIAM Members $35.70 • OT128 To purchase SIAM 24. Mathematics of Social Choice: Voting, Compensation, 11. Vehicle Routing: Problems, Methods, and Applications, books, contact SIAM and Division Second Edition Customer Service at Christoph Börgers Paolo Toth and Daniele Vigo SIAM, 3600 Market Street, 2010 • xii + 245 pages • Softcover • 978-0-898716-95-5 2015 • xviii + 463 pages • Softcover • 978-1-611973-58-7 6th Floor, Philadelphia, PA List $39.00 • SIAM Members $27.30 • OT119

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www.siam.org/meetings/ls16 126 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Sunday, July 10 Monday, July 11 Monday, July 11 IC2 Mathematical Models Registration Registration for Cell Polarization and 2:00 PM-8:00 PM 7:00 AM-4:30 PM Gradient Sensing Room:Concourse Level Room:Concourse Level 9:15 AM-10:00 AM Room:Harbor Ballroom II and III - Conference Level Student Days: Student Opening Remarks Chair: Wanda Strychalski, Case Western Orientation 8:15 AM-8:30 AM Reserve University, USA Directed or “polarized” growth and the 5:00 PM-6:00 PM Room:Harbor Ballroom II and III -

Sunday detection of chemical gradients are two Conference Level Room:Commonwealth Ballroom BC - fundamental cellular processes. Here Concourse Level we combine mathematical modeling with various experimental approaches to IC1 investigate the molecular mechanisms that Welcome Reception underline both processes during the mating Beating in Fluid: Hearts response of Saccharomyces cerevisiae 6:00 PM-8:00 PM (budding yeast). Our analysis reveals a and Cilia by the Immersed novel method for gradient sensing and Room:Grand Ballroom Prefunction Boundary Method insight into the biochemical mechanisms 8:30 AM-9:15 AM that ensure the establishment of a unique polarity site. Room:Harbor Ballroom II and III - Conference Level Timothy C. Elston University of North Carolina at Chapel Chair: Aaron L. Fogelson, University of Hill, USA Utah, USA The immersed boundary (IB) method treats immersed elastic bodies or boundaries as if they were a part of the fluid in which Exhibit Hall Open additional forces are applied. In the context 9:30 AM-4:30 PM of the beating heart, this makes possible the simultaneous simulation of the thin, Room:Galleria Level flexible heart valve leaflets and the thick, muscular heart walls, along with the blood flow in the cardiac chambers; and it turns Coffee Break out that the IB methodology is also well suited to the simultaneous numerical 10:00 AM-10:30 AM solution of the bidomain equations of Room:Galleria Level cardiac electrophysiology. The problem of beating cilia is one of synchronization. How do the hundreds of dynein motors distributed within a given cilium coordinate to achieve the ciliary beat, and then at a higher level, how do the multiple cilia of an array coordinate their beating to move fluid? We introduce a phenomenological model in which each dynein motor obeys a simple dynamical law and in which both types of coordination emerge spontaneously. This talk describes joint work with Boyce Griffith, Jihun Han, Alexander Kaiser, and David McQueen Charles S. Peskin Courant Institute of Mathematical Sciences, New York University, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 127

Monday, July 11 Monday, July 11 Monday, July 11 MS1 MS2 MS3 Modeling and Simulation Celebrating Charles S. Molecular Bioscience for Applications of Peskin’s 70th Birthday: and Biophysics - Charge Complex Fluids in Mathematical Modeling in Transport and Ion Channles Biosciences - Part I of II Biological Fluid Dynamics 10:30 AM-12:30 PM 10:30 AM-12:30 PM and Systems Biology - Room:Burroughs - Conference Level Room:Harbor Ballroom II - Conference Part I of II Research on ion channels, which a type of Level 10:30 AM-12:30 PM membrane proteins responsible for cell- cell or cell- environment communication, For Part 2 see MS14 Room:Harbor Ballroom III - Conference is one of the most important topics in The minisymposium focus on modeling Monday Level molecular bioscience and biophysics. and simulation techniques for applications However, properties of ion channels in life sciences via complex fluids For Part 2 see MS15 and their functions are far from well formulations. In many life sciences Mathematical modeling and computer understood, either in molecular biology or applications the fundamental problem simulation play an important role in the in mathematical modeling and simulation. is to understand the interaction and study of diverse biological systems across a In this minisymposium, we aim at coupling between different processes and/ very broad range of scales, from molecular gathering experts in biophysics, biology, or scales and these type of problems to environmental. This minisymposium is and applied mathematics to establish a can be naturally addressed by using a part of series of minisymposia celebrating platform to exchange ideas, information, complex fluids formulations. The aim of Charles Peskin’s 70th birthday as well as and methodologies in studying functions of the minisymposium is to bring together his many contributions to the development ion channels and charge transport in narrow researchers working on modeling and/or and application of mathematical methods protein pores. We also expect collaborations simulation for several type of applications and models in the life sciences. Talks in this can be developed interdisciplinary to shed where the coupling between different minisymposium focus on applications of the light on and contribute to the research of processes and scales is crucial for immersed boundary (IB) method as well as this field. understanding the phenomena of interest. mathematical models in systems biology. Organizer: Giordano Tierra Organizer: Sookkyung Lim Organizer: Duan Chen University of North Carolina, Charlotte, Temple University, USA University of Cincinnati, USA USA 10:30-10:55 A Multicomponent Organizer: Boyce E. Griffith Phase-Field Model of Deformation University of North Carolina at Chapel Hill, 10:30-10:55 Simulating Charge and Detachment of a Biofilm under USA Transport in Ion Channels by a New Pnp Model Fluid Flow 10:30-10:55 Fibrin Gelation During Giordano Tierra, Temple University, USA Duan Chen, University of North Carolina, Blood Clotting Charlotte, USA 11:00-11:25 General Diffusion in Aaron L. Fogelson, Cheryl Zapata-Allegro, Biological Environments and James P. Keener, University of Utah, 11:00-11:25 Effects of (small) Chun Liu, Pennsylvania State University, USA Permanent Charge and Channel USA Geometry on Ionic Flows via 11:00-11:25 Effects of Boundaries on Classical Poisson-Nernst-Planck 11:30-11:55 The Impact of Shear Pulse Wave Simulations Models Stress on Current Production and Muhammad U. Qureshi, North Carolina Mingji Zhang, New Mexico Institute of Structure of Electroactive Biofilms State University, USA Mining and Technology, USA Cullen Buie, Massachusetts Institute of 11:30-11:55 Modeling of Pulsating Soft Technology, USA 11:30-11:55 Polarization Generalized Corals Poisson-Boltzmann and Poisson- 12:00-12:25 Deformation and Shilpa Khatri, University of California, Nernst-Planck Models Rupture of a Blood Clot under Flow Merced, USA Zixuan Cang, Michigan State University, Studied Using a Multi-Component 12:00-12:25 Effective, General- USA Model purpose Multigrid Preconditioners for 12:00-12:25 Title Not Available Shixin Xu, Zhiliang Xu, and Mark S. Alber, Implicit Immersed Boundary Methods University of Notre Dame, USA Maria Sushko, Pacific Northwest National Boyce E. Griffith and Amneet P.S. Bhalla, Laboratory, USA University of North Carolina at Chapel Hill, USA; Matthew G. Knepley, Rice University, USA; Robert D. Guy, University of California, Davis, USA 128 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Monday, July 11 Monday, July 11 Monday, July 11 MS4 MS5 MS6 Mathematical Modeling of Complex Cardiac Electrical Stochastic Modeling and Fluids and Structures in the Dynamics: Alternans and Simulation of Cell Biology - Eye - Part I of II Chaos at Subcellular, Part I of II 10:30 AM-12:30 PM Cellular, and Tissue Levels - 10:30 AM-12:30 PM Room:Carlton - Conference Level Part I of II Room:Lewis - Conference Level For Part 2 see MS17 10:30 AM-12:30 PM For Part 2 see MS19 The aim of this minisymposium is to present Room:Griffin - Conference Level This minisymposium aims to bring current mathematical modeling efforts researchers in computational systems For Part 2 see MS18 devoted to fundamental understanding of the biology with diverse background to address Electrical signaling in the heart triggers mechanics and physiology of the eye. The recent advances in stochastic modeling and Monday intracellular calcium cycling that initiates first half of the symposium addresses the computational technologies for complex contraction. However, both cellular and ocular surface with models of the flow of systems in developmental and cell biology subcellular processes related to voltage and the tear film and its interactions with contact that include (but not limited to) cell signaling calcium are susceptible to the development of lenses. The second half of the symposium pathways, cell oscillation and polarization, oscillations and instabilities that can lead to presents mathematical models of the lens and cancer stem cells, cancer tumor growth and periodic, quasiperiodic, and chaotic dynamics, retina. These models are compared closely and cell mitosis etc. In this minisymposium, which in turn can have effects at the tissue with in vivo data, and address conditions such the challenges of modeling these complex level and give rise to cardiac arrhythmias. In as dry eye, glaucoma and cataracts. systems will be discussed and, moreover, the this two-part minisymposium, we will discuss new analytical and computational techniques Organizer: Julia Arciero the mathematics of a broad range of complex to simulate these complicated models will Indiana University - Purdue University dynamical states that cardiac cells and tissue also be presented. Indianapolis, USA can exhibit as well as how these behaviors Organizer: Kara L. Maki at different scales can contribute to the Organizer: Xinfeng Liu University of South Carolina, USA Rochester Institute of Technology, USA development of arrhythmias. Organizer: Richard Braun Organizer: Flavio Fenton Organizer: Ching-Shan Chou The Ohio State University, USA University of Delaware, USA Georgia Institute of Technology, USA 10:30-10:55 Multi-Step Transitions 10:30-10:55 A Theoretical Model of 10:30-10:55 Inducing Alternans Using Between Epithelial and Mesenchymal Tissue Oxygenation in the Retina Delay-Differential Equations States and Cellular Plasticity Julia Arciero, Indiana University - Purdue Elizabeth M. Cherry, Rochester Institute Qing Nie, University of California, Irvine, University Indianapolis, USA of Technology, USA; Justin Eastman, Millersville University, USA; Julian Sass, USA 11:00-11:25 Influence of Tissue University of Maryland, Baltimore County, 11:00-11:25 Find Network Topologies Viscoelasticity on the Optic Nerve USA; Johnny Gomes and Rodrigo Weber That Can Achieve Biochemical Head Perfusion: A Mathematical dos Santos, Federal University of Juiz de Adaptation and Noise Attenuation Model Fora, Brazil Lei Zhang, Peking University, China Daniele Prada and Giovanna Guidoboni, Indiana University - Purdue University 11:00-11:25 Calcium Alternans as a 11:30-11:55 Stochastic Modeling of Indianapolis, USA; Bernardo Cockburn, Critical Order-Disorder Transition Yeast Cell Polarization: From Cell University of Minnesota, USA; Riccardo Enric Alvarez-Lacalle and Blas Echebarria, Budding to Population Development Sacco, Politecnico di Milano, Italy; Universidad Politecnica de Catalunya, Spain; Wing-Cheong Lo, City University of Hong Lorena Bociu, North Carolina State Jon Spalding, California State University, Kong, Hong Kong USA; Yohannes Shiferaw, California State University, USA; Justin Webster, College 12:00-12:25 Stochastic Models for the University, Northridge, USA of Charleston, USA; Brent Siesky and Stem Cell Niche Alon Harris, Indiana University School of 11:30-11:55 Period Doubling Cascade Shahriyari Leili, Ohio State University, USA Medicine, USA in Cardiac Tissue 11:30-11:55 Theory and Application of Conner Herndon, Flavio M. Fenton, Ilija the LSPDE for Determining Gibbs Free Uzelac, and Diandian Diana Chen, Georgia Energies of Eye Lens Protein Mixtures Institute of Technology, USA David S. Ross and George Thurston, 12:00-12:25 Spatiotemporal Dynamics Rochester Institute of Technology, USA; of Calcium-Driven Alternans: Hysteresis, Christopher Wahle, University of Findlay, Multi-Periodicity, and Chaos USA Per Sebastian Skardal, Trinity College, USA 12:00-12:25 Optimal Control Strategies for Saccadic Eye Movements in Humans Ram V. Iyer, Texas Tech University, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 129

Monday, July 11 Monday, July 11 Monday, July 11 MS7 MS8 MS9 Experiment and Theory Combinatorics and Algebra Neuromechanical Combined: An Ideal in Biological Structures - Locomotion Vantage Point Upon Part I of II 10:30 AM-12:30 PM Neurodynamics - Part I of II 10:30 AM-12:30 PM Room:Stone - Lobby Level 10:30 AM-12:30 PM Room:Paine - Lobby Level Locomotion, whether it’s flying, walking or

Room:Otis - Conference Level For Part 2 see MS21 swimming, involves complex interactions Monday between the nervous systems, muscles, For Part 2 see MS20 Combinatorics and algebra have always and environmental forces. While there We propose to host a minisymposium in two been important in mathematical biology for are systems, such as muscle, that are sessions that aim to highlight the important algorithm development and optimization common among species and locomotion- relationship between experiment and theory problems. But recently these areas of type, there are also features of locomotion in neuroscience. The field of computational mathematics have been playing a larger that are specific to the type of locomotion biophysics is where experiment now meets role in different specializations across the and species. For example, heel strike is an theory, and where advances will be made life sciences due to an increased recognition important aspect of walking, whereas fluid more efficiently than they would be by either of their suitability for many modeling forces play an important role in swimming field separately. To emphasize the importance and data management problems. Our and flying. Speakers in this minisymposium of such collaborations, each session will proposed minisymposium will include will give an overview ongoing research intermingle theoretical and experimental talks about combinatorial and algebraic and current questions in neuromechanical topics; time will remain for discussion. approaches to such problems from molecular locomotion across a broad range of species The hosts are postdoctoral scholars in and evolutionary biology, personalized and types of locomotion. collaborating groups: computational physics medicine, pharmaceutical development, and (Eve Armstrong with Henry Abarbanel at neuroscience. Organizer: Kathleen A. UCSD) and experimental neurobiology Organizer: Ruth Davidson Hoffman (Arij Daou with Daniel Margoliash at the University of Illinois at Urbana-Champaign, University of Maryland, Baltimore County, University of Chicago). USA USA Organizer: Eve Armstrong Organizer: Elizabeth Drellich 10:30-10:55 Effects of Sensory University of California, San Diego, USA University of North Texas, USA Feedback on Lamprey Locomotion Kathleen A. Hoffman and Nicole Massarelli, 10:30-10:55 To Infer Network 10:30-10:55 Branching Polytopes: Connectivity, What Measurements University of Maryland, Baltimore Geometric Combinatorics and RNA County, USA; Tim Kiemel, University Must Be Made? Secondary Structures Eve Armstrong, University of California, San of Maryland, USA; Eric Tytell, Tufts Elizabeth Drellich, University of North University, USA Diego, USA Texas, USA; Andrew Gainer-Dewar, 11:00-11:25 Learning Effects on University of Connecticut Health Center, 11:00-11:25 System Identification of Somatic Ionic Currents USA; Heather Harrington, University Free Flight Maneuvers in Agile Insects Arij Daou, University of Chicago, USA of Oxford, United Kingdom; Qijun He, Simon Sponberg, Georgia Institute of Clemson University, USA; Christine Technology, USA; Eatai Roth, University 11:30-11:55 Neural Models and Their Heitsch, Georgia Institute of Technology, of Washington, USA Interactions in the Song Center of the Zebra Finch USA; Svetlana Poznanovikj, Clemson 11:30-11:55 Modeling Rhythmic Richard Bertram, Florida State University, University, USA Biological Behaviors Using Limited USA 11:00-11:25 Parametric Analysis of Data RNA Secondary Structure Prediction M.Mert Ankarali, Johns Hopkins University, 12:00-12:25 Robustness in a Rhythmic USA; Nicole Danos and Eric Tytell, Tufts Neuronal Circuit Svetlana Poznanovikj, Clemson University, USA University, USA; Noah J. Cowan, Johns Eve Marder, Brandeis University, USA Hopkins University, USA 11:30-11:55 Enumerative Properties of Gene Tree Configurations in Species 12:00-12:25 The Neural Mechanisms Trees of Limb Coordination in Crustacean Filippo Disanto and Noah Rosenberg, Swimming: The Roles of Nearest- Stanford University, USA Neighbor and Longer-Range Connectivity 12:00-12:25 Local Equations for Timothy Lewis, University of California, Equivariant Evolutionary Models Davis, USA; Lucy Spardy, Skidmore Jesús Fernández-Sánchez and Marta College, USA; Calvin Zhang, Courant Casanellas, Universitat Politecnica de Institute of Mathematical Sciences, New Catalunya, Spain; Mateusz Michalek, York University, USA Polish Academy of Sciences, Poland 130 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Monday, July 11 11:30-11:55 The Contribution of Monday, July 11 Interneurons to Hippocampal MS10 Oscillations MS11 Songting Li, Courant Institute of The Dynamics and Structure Mathematical Sciences, New York Mathematical Methodologies of Neuronal Networks University, USA; Douglas Zhou, Shanghai for Parameter Estimation and Jiao Tong University, China; David Prediction - Part I of II 10:30 AM-12:30 PM Cai, Courant Institute of Mathematical Room:Webster - Lobby Level Sciences, New York University, USA; 10:30 AM-12:30 PM Jiamin Xu and Longnian Lin, East China The dynamics and structure of neuronal Room:Revere - Lobby Level networks have facilitated significant Normal University, China For Part 2 see MS24 advances in the understanding of 12:00-12:25 Data Analysis and The application of mathematical models, both cognitive function and the Mathematical Modeling of Multiscale especially in the life sciences, may require nature computation in the brain. This Dynamics in Human Cortex the estimation of many parameters using minisymposium explores recent work in the Mark Kramer, Boston University, USA; only a limited amount of available data. This modeling and analysis of neuronal network Louis-Emmanuel Martinet, Harvard estimation challenge is often related to large dynamics, emphasizing implications University and Massachusetts General uncertainties or poor performance in predicting on connectivity reconstruction, sensory Hospital, USA; Grant Fiddyment and future outcomes using the model. Overcoming

Monday processing, and brain disorders. The Jessica Nadalin, Boston University, USA; these issues requires the development of speakers will draw particular attention Sydney Cash, Harvard University and new mathematical, statistical, and modeling to new mathematical advances in Massachusetts General Hospital, USA methodologies for parameter estimation characterizing the structure-function in order to meet requirements on model relationship for complex neuronal networks accuracy and predictive value. The speakers and techniques for understanding the will present recent contributions to develop biophysical mechanisms underlying such methodologies in the context of specific experimentally observed phenomena. models in different biological areas (ecology, Organizer: Victor Barranca oncology, molecular biology, immunology, Swarthmore College, USA epidemiology, and cognitive science). Organizer: Douglas Zhou Organizer: Kevin Flores Shanghai Jiao Tong University, China North Carolina State University, USA 10:30-10:55 Sparsity and Organizer: Suzanne Sindi Compressed Coding in Sensory University of California, Merced, USA Systems 10:30-10:55 Integrating Model- Douglas Zhou, Shanghai Jiao Tong Free and Mechanistic Modeling University, China; Victor Barranca, Approaches for Parameter Estimation Swarthmore College, USA; Gregor and Prediction Kovacic, Rensselaer Polytechnic Institute, Franz Hamilton, Kevin Flores, and Alun USA; David Cai, Shanghai Jiao Tong Lloyd, North Carolina State University, University, China and Courant Institute USA of Mathematical Sciences, New York University, USA 11:00-11:25 Parameter Estimation in Modeling Influenza Infections: When & 11:00-11:25 Spike-Triggered Why Parameter Values Don’t Matter Regression on Neuronal Network Amber Smith, St. Jude Children’s Research Reconstruction Hospital, USA Yaoyu Zhang, Courant Institute New York University, USA and New York 11:30-11:55 Estimating Kinetic Rates University Abu Dhabi, United Arab of Prion Replication from a Structured Emirates Population Model Suzanne Sindi, University of California, Merced, USA 12:00-12:25 Using Kalman Filtering for Prediction of Cardiovascular Regulation During Blood Withdrawal Andrea Arnold and Mette S. Olufsen, North Carolina State University, USA; Brian Carlson, University of Michigan, Ann Arbor, USA

continued in next column 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 131

Monday, July 11 Monday, July 11 Monday, July 11 MS12 MS13 CP1 Modeling Insulin and Inverse Problems and Chemical Reactions Glucagon Secretion and Modeling in the Era of 10:30 AM-12:10 PM Their Roles in Diabetes - Precision Medicine - Room:Hancock - Lobby Level Part I of II Part I of II Chair: To Be Determined 10:30 AM-12:30 PM 10:30 AM-12:30 PM 10:30-10:45 When Can Michealis- Menten or Hill Functions Lead Room:Alcott - Mezzanine Level Room:Adams - Mezzanine Level Accurate Stochastic Simulations? For Part 2 see MS25 For Part 2 see MS26 Jae Kyoung Kim, Korea Advanced Institute of The failure of insulin-secreting pancreatic According to the President’s Council of Science and Technology, Korea; Krešimir beta-cells is a core feature of diabetes. We Advisors on Science and Technology Josic, University of Houston, USA; Monday identify beta-cell failure at various levels precision medicine means tailoring medical Matthew Bennett, Rice University, USA to better understand the complexity of the treatment to the individual characteristics underlying mechanisms. At the cellular level, of each patient. This is of particular 10:50-11:05 Systems Analysis of Nfkb ER stress regulates signal pathways of beta- importance in case of chronic diseases. Signaling System Reveals Signaling cell glucose metabolism, resulting in altering One consequence is that model based Nodes and Their Robust Features insulin secretion. At the inter- cellular level, treatment strategies will become more Controlling Transcriptional Outcome Shibin Mathew, Harvard Medical School, the failure of coordination of insulin with its important and that complex models have USA; Arvind Chavali, Victor Wong, and paracrine hormone, glucagon, is another key to be adapted to individual patients which Kathryn Miller-Jensen, Yale University, feature of the disease and loss of pulsatile requires improved methodologies for inverse USA; Suzanne Gaudet, Harvard Medical insulin secretion is a biomarker of the disease. problems, parameter estimation and optimal School, USA At the whole body level, understanding experimental design. The presentations of the temporal patterns of elevated glucose is speakers will address these requirements in 11:10-11:25 Delayed Stochastic essential to capture the natural history of the context of concrete applications Simulation Modelling of Stalled diabetes. Transcription in Prokaryotes Organizer: Franz Kappel Silky Sharma, University of Lethbridge, Organizer: Joon Ha University of Graz, Austria Canada National Institutes of Health, USA 10:30-10:55 Inverse Problems and 11:30-11:45 Solving the Chemical 10:30-10:55 Alpha-Cell Heterogeneity: Parameter Estimation in the Era of Master Equation by an Adaptive Finite The Role of TASK Precision Medicine State Projection Method Margaret A. Watts and Arthur S. Sherman, Franz Kappel, University of Graz, Austria Huy D. Vo and Roger Sidje, University of National Institutes of Health, USA 11:00-11:25 Automated Parameter Alabama, USA 11:00-11:25 Glucose Oscillations Can Estimation for a Complex System 11:50-12:05 Origin of Balanced Activate An Endogenous Oscillator in of PDEs - A Crucial Step Towards Growth, Homeostasis and Bacterial Pancreatic Islets Personalized Anemia Therapy Growth Laws in Growing-Dividing Joseph Mckenna, Raghuram Dhumpa, Nikita Doris H. Fuertinger, Renal Research Models of Cells Mukhitov, Michael Roper, and Richard Institute, USA Parth P. Pandey, University of Delhi, India; Bertram, Florida State University, USA 11:30-11:55 A Structural Model of Sanjay Jain, Santa Fe Institute, USA 11:30-11:55 Pancreatic Beta Cells Passive Forces in Myofibrils Allowing - Synchronization and Intrinsic Efficient Parameter Estimation Heterogeneity Gudrun Schappacher-Tilp, University of Randolph Leiser and Horacio G. Rotstein, Graz, Austria New Jersey Institute of Technology, USA 12:00-12:25 Computation of Optimal 12:00-12:25 Applying Mathematical Epo Doses for Patients with Chronic Modeling to Drug Development Kidney Disease Using a Model Decisions: Non-Clinical and Phase I Predictive Control Approach Evaluation of Hypoglycemic Risk of a Sabrina Rogg, Universität Konstanz, Novel, Partial Glucokinase Activator Germany Theodore Rieger, Russell Miller, William Denney, Cynthia Musante, and Jeffrey Pfefferkorn, Pfizer Inc., USA 132 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Monday, July 11 Monday, July 11 Monday, July 11 CP2 Lunch Break SP1 Genetics and Informatics 12:30 PM-2:00 PM AWM-SIAM Sonia 10:30 AM-12:30 PM Attendees on their own Kovalevsky Lecture - Room:Hale - Mezzanine Level Biofluids of Reproduction: Oscillators, Viscoelastic Chair: Mario Banuelos, University of JP1 California, Merced, USA Networks and Sticky 10:30-10:45 Leveraging Sparsity to Spatio-Temporal Dynamics Situations of Childhood Infectious Detect Structural Variants in Genomic 2:45 PM-3:30 PM Data Disease: Predictability and Room:Grand Ballroom - Concourse Level Mario Banuelos, Rubi Almanza, Lasith the Impact of Vaccination Adhikari, Suzanne Sindi, and Roummel F. Chair: Ami Radunskaya, Pomona College, Marcia, University of California, Merced, 2:00 PM-2:45 PM USA USA Room:Grand Ballroom - Concourse Level From fertilization to birth, successful 10:50-11:05 Mechanistic Modeling mammalian reproduction relies on

Monday Chair: Zhilan Feng, Purdue University, USA of Subpopulation Structures for interactions of elastic structures with a Multivariate Single-Cell Data Violent epidemics of childhood infections fluid environment. Sperm flagella must Carolin Loos, Helmholtz Zentrum München, such as measles provide a particularly move through cervical mucus to the uterus Germany; Katharina Moeller and Tim clear illustration of oscillatory ‘predator- and into the oviduct, where fertilization Hucho, University Hospital Cologne, prey’ dynamics. We discuss limits on the occurs. In fact, some sperm may adhere to Germany; Jan Hasenauer, Helmholtz predictability of these systems, both in the oviductal epithelia, and must change their Zentrum München, Germany era before vaccination and at present, where pattern of oscillation to escape. In addition, vaccine hesitancy limits the effectiveness of 11:10-11:25 ddPCR and qPCR coordinated beating of oviductal cilia also vaccination programs in many countries. We Accuracy Comparison Using drives the flow. Sperm-egg penetration, also discuss the impact of viral evolution on Probability Theory and Computation transport of the fertilized ovum from the predictability and the design of vaccination Ryan M. Zurakowski and Cesar Vargas- oviduct to its implantation in the uterus programs, with particular reference to Garcia, University of Delaware, USA; and, indeed, birth itself are rich examples influenza and rotavirus. Jiefu Li, University of California, of elasto-hydrodynamic coupling. We will Santa Barbara, USA; LaMont Cannon, Bryan Grenfell discuss successes and challenges in the mathematical and computational modeling University of Delaware, USA Princeton University, USA of the biofluids of reproduction. In addition, 11:30-11:45 Immune Epitope we will present reduced models that evoke Database and Analysis Resource intriguing questions in fundamental fluid (iedb) dynamics. Ward Fleri, La Jolla Institute for Allergy and Immunology, USA Lisa J. Fauci Tulane University, USA 11:50-12:05 Homeolog Specific Expression Bias Ronald D. Smith, College of William & Mary, USA Coffee Break 12:10-12:25 Interlaboratory Comparison and Reproducibility 3:30 PM-4:00 PM Analysis of Nuclear Magnetic Room:Galleria Level Resonance Spectroscopy Using Cluster Analysis David Sheen, Werickson F.C. Rocha, Daniel Bearden, and Katrice Lippa, National Institute of Standards and Technology, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 133

Monday, July 11 Monday, July 11 Monday, July 11 MS14 MS15 MS16 Celebrating Charles S. Modeling and Simulation Molecular Bioscience Peskin’s 70th Birthday: for Applications of Complex and Biophysics - Recent Mathematical Modeling in Fluids in Biosciences - Advances of Membrane Biological Fluid Dynamics Part II of II Modeling and Computation and Systems Biology - - Part I of II 4:00 PM-6:00 PM Part II of II 4:00 PM-6:00 PM Room:Harbor Ballroom II - Conference 4:00 PM-6:00 PM Level Room:Burroughs - Conference Level Room:Harbor Ballroom III - Conference For Part 1 see MS1 For Part 2 see MS30 Monday The minisymposium focus on modeling and Level Dynamics of lipid bilayer in vivo involves simulation techniques for applications in life For Part 1 see MS2 multiscale interactions with surrounding sciences via complex fluids formulations. Mathematical modeling and computer fluid and other macromolecular complexes. In many life sciences applications the simulation play an important role in the To date, grand challenges remain in high- fundamental problem is to understand the study of diverse biological systems across a fidelity modeling and efficient computation interaction and coupling between different very broad range of scales, from molecular of the composition variations, large processes and/or scales and these type of to environmental. This minisymposium is deformation and topological changes of problems can be naturally addressed by a part of series of minisymposia celebrating membrane induced by multiscale electrostatic, using complex fluids formulations. The Charles Peskin’s 70th birthday as well as entropic, hydrodynamics, and mechanical aim of the minisymposium is to bring his many contributions to the development interactions. This minisymposium will together researchers working on modeling and application of mathematical methods (1) address some of the most interesting and/or simulation for several type of and models in the life sciences. Talks in topics in modeling of bilayer membranes, applications where the coupling between this minisymposium focus on applications including coupling of asymmetric bilayers, different processes and scales is crucial for of the immersed boundary (IB) method as protein insertion and pore formation, pattern understanding the phenomena of interest. well as mathematical models in systems formation, multicomponent coupling, fluid- biology. Organizer: Giordano Tierra vesicle coupling, fluid-electrostatics-vesicle coupling, and fast algorithms; (2) nurture Temple University, USA Organizer: Sookkyung Lim collaborations among investigators in applied University of Cincinnati, USA 4:00-4:25 Causes and Effects of and computational mathematics, biophysics, Material Heterogeneity in Biofilms Organizer: Boyce E. Griffith and mechanical engineering. Isaac Klapper, Temple University, USA University of North Carolina at Chapel Hill, USA Organizer: Shuwang Li 4:30-4:55 Stochastic Modeling of Illinois Institute of Technology, USA Cancer Cell Lineage with Time 4:00-4:25 Stochastic Fluctuations Delays in Suspensions of Swimming Organizer: Yongcheng Zhou Xinfeng Liu, University of South Carolina, Microorganisms Colorado State University, USA USA Peter R. Kramer, Rensselaer Polytechnic 4:00-4:25 Composition Induced 5:00-5:25 Strong Defense by Weak Institute, USA Bifurcation in Multicomponent Lipid Affinities: Modeling Virus-Antibody- 4:30-4:55 They Are Not Third-Parties: Membranes Mucin Kinetics Solutes and Polymers in the Fluid- Keith Promislow and Qiliang Wu, Michigan Timothy Wessler, University of North Structure Interaction State University, USA Carolina at Chapel Hill, USA Pilhwa Lee, University of Michigan, USA 4:30-4:55 Fluctuating Vesicles in a 5:30-5:55 Stochastic Features of 5:00-5:25 Self-Organization in Micro- Time-Dependent Viscous Flow Airway Liquid Flows Swimmer Suspensions Kai Liu and John Lowengrub, University Oliver E. Jensen, University of Manchester, Enkeleida Lushi, Brown University, USA of California, Irvine, USA; Shuwang Li, United Kingdom Illinois Institute of Technology, USA 5:30-5:55 Computational Modeling of a Swimming Lamprey Driven by 5:00-5:25 Dynamics and Rheology of a Central Pattern Generator with Dense Vesicle Suspensions Sensory Feedback Mariana Carrasco-Teja, Gary Marple, and Christina Hamlet and Lisa J. Fauci, Tulane Shravan Veerapaneni, University of University, USA; Kathleen A. Hoffman, Michigan, USA University of Maryland, Baltimore 5:30-5:55 Membrane Mechanics and County, USA; Eric Tytell, Tufts the Influence of Integral Proteins: University, USA Continuum Elasticity Theory & Proteins of Arbitrary Shape David Argudo, University of California, San Francisco, USA 134 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Monday, July 11 Monday, July 11 Monday, July 11 MS17 MS18 MS19 Mathematical Modeling of Complex Cardiac Electrical Stochastic Modeling and Fluids and Structures in the Dynamics: Alternans and Simulation of Cell Biology - Eye - Part II of II Chaos at Subcellular, Part II of II 4:00 PM-6:00 PM Cellular, and Tissue Levels - 4:00 PM-6:00 PM Room:Carlton - Conference Level Part II of II Room:Lewis - Conference Level For Part 1 see MS4 4:00 PM-6:00 PM For Part 1 see MS6 The aim of this minisymposium is to present Room:Griffin - Conference Level This minisymposium aims to bring researchers current mathematical modeling efforts in computational systems biology with diverse SIAG ad devoted to fundamental understanding of the For Part 1 see MS5 background to address recent advances in mechanics and physiology of the eye. The Electrical signaling in the heart triggers stochastic modeling and computational first half of the symposium addresses the intracellular calcium cycling that initiates technologies for complex systems in ocular surface with models of the flow of contraction. However, both cellular and developmental and cell biology that include the tear film and its interactions with contact subcellular processes related to voltage and (but not limited to) cell signaling pathways,

Monday lenses. The second half of the symposium calcium are susceptible to the development cell oscillation and polarization, cancer presents mathematical models of the lens and of oscillations and instabilities that can stem cells, cancer tumor growth and and retina. These models are compared closely lead to periodic, quasiperiodic, and chaotic cell mitosis etc. In this minisymposium, the with in vivo data, and address conditions such dynamics, which in turn can have effects challenges of modeling these complex systems as dry eye, glaucoma and cataracts. at the tissue level and give rise to cardiac will be discussed and, moreover, the new SIAM Presents ad arrhythmias. In this two-part minisymposium, analytical and computational techniques to Organizer: Julia Arciero we will discuss the mathematics of a broad simulate these complicated models will also Indiana University - Purdue University range of complex dynamical states that be presented. Indianapolis, USA cardiac cells and tissue can exhibit as well Organizer: Xinfeng Liu Organizer: Kara L. Maki as how these behaviors at different scales can contribute to the development of arrhythmias. University of South Carolina, USA Rochester Institute of Technology, USA Organizer: Ching-Shan Chou Organizer: Richard Braun Organizer: Flavio Fenton Georgia Institute of Technology, USA The Ohio State University, USA University of Delaware, USA 4:00-4:25 Spatial Discordance and 4:00-4:25 Energy Landscape and 4:00-4:25 Tear Film Dynamics on a Phase Reversals in a Discrete-Time the Two-Scale Large Deviations for Model Blinking Eye-Shaped Domain Map Model Biological Stochastic Dynamics Tobin Driscoll, University of Delaware, USA Seth H. Weinberg, Old Dominion University, Tiejun Li, Peking University, China 4:30-4:55 Tear Film Evaporation and USA 4:30-4:55 Robust Dynamics in Tissue Breakup with a Mobile Lipid Layer 4:30-4:55 Subcellular Spatiotemporal Growth and Stochastic Developmental Michael Stapf and Richard Braun, University Calcium Dynamics Underlying Early Patterning of Delaware, USA; P. Ewen King-Smith, Afterdepolarizations in Ventricular Weitao Chen, University of California, Irvine, The Ohio State University, USA Myocytes USA 5:00-5:25 Modeling Contact Lens Alain Karma and Colin Rees, Northeastern 5:00-5:25 Stochastically Patterning the Induced Suction Pressure University, USA; Dmitry Terentyev, Bum- Early Mammalian Embryo Kara L. Maki, David S. Ross, Roland Sanford, Rak Choi, and Gideon Koren, Rhode Island William Holmes, Vanderbilt University, USA and Emily Holz, Rochester Institute of Hospital and Brown University, USA Technology, USA 5:30-5:55 Comparison of Stochastic 5:00-5:25 Characterization of Spatial- and Deterministic Models of Cell 5:30-5:55 Modeling Contact Lens Temporal Chaos in Excitable Media Polarity Motion and Tear Film Dynamics During and Transitions Between Chaotic and Alexandra Jilkine, University of Notre Dame, Blinking Non-Chaotic States USA Daniel M. Anderson, George Mason Thomas Lilienkamp, Ulrich Parlitz, and Stefan University, USA; Maria Corsaro, University Luther, Max Planck Institute for Dynamics of Notre Dame, USA; Jonathan Horton, and Self-Organization, Germany George Mason University, USA 5:30-5:55 Floquet Stability Analysis of a Model of Two-Dimensional Paced Cardiac Tissue Exhibiting Wave Breakup Alejandro Garzon, Universidad Sergio Arboleda, Colombia and Georgia Institute of Technology, USA; Roman Grigoriev, Georgia Institute of Technology, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 135

Monday, July 11 Monday, July 11 Monday, July 11 MS20 MS21 MS22 Experiment and Theory Combinatorics and Algebra Neuromechanical Modeling Combined: An Ideal in Biological Structures - Part of Invertebrates Vantage Point Upon II of II 4:00 PM-6:00 PM Neurodynamics - 4:00 PM-6:00 PM Room:Stone - Lobby Level Part II of II Room:Paine - Lobby Level Swimming, flying, and maneuvering requires 4:00 PM-6:00 PM For Part 1 see MS8 sensing the environment and controlling Room:Otis - Conference Level Combinatorics and algebra have always the movement accordingly. The goal of this been important in mathematical biology for minisymposium is to discuss models of For Part 1 see MS7 invertebrate movement including neuron and

algorithm development and optimization Monday We propose to host a minisymposium muscle dynamics. We seek to understand in two sessions that aim to highlight the problems. But recently these areas of mathematics have been playing a larger motion from an integrated muscular response important relationship between experiment to the frequency of neuron action potentials. and theory in neuroscience. The field role in different specializations across the of computational biophysics is where life sciences due to an increased recognition Organizer: Katherine Newhall experiment now meets theory, and where of their suitability for many modeling University of North Carolina at Chapel Hill, advances will be made more efficiently and data management problems. Our USA proposed minisymposium will include than they would be by either field 4:00-4:25 Spike Trains to Force talks about combinatorial and algebraic separately. To emphasize the importance Generation approaches to such problems from molecular of such collaborations, each session will Katherine Newhall, University of North and evolutionary biology, personalized intermingle theoretical and experimental Carolina at Chapel Hill, USA topics; time will remain for discussion. medicine, pharmaceutical development, and 4:30-4:55 Neural Control of Leg The hosts are postdoctoral scholars in neuroscience. Movements in Drosophila collaborating groups: computational Organizer: Ruth Davidson Vikas Bhandawat, Duke University, USA physics (Eve Armstrong with Henry University of Illinois at Urbana-Champaign, Abarbanel at UCSD) and experimental USA 5:00-5:25 Towards a Biomechanical neurobiology (Arij Daou with Daniel Template for Slow Walking Margoliash at the University of Chicago). Organizer: Elizabeth Drellich Tirtho Biswas, Loyola University, USA University of North Texas, USA Organizer: Eve Armstrong 5:30-5:55 Neuromechanical Control 4:00-4:25 A Boolean Network Model University of California, San Diego, USA of Jellyfish Turning of the L-Arabinose Operon Alexander Hoover, Boyce E. Griffith, 4:00-4:25 Phase Oscillator Model of Andy Jenkins and Matthew Macauley, Laura A. Miller, and Grace McLaughlin, Insect CPGs Clemson University, USA University of North Carolina at Chapel Zahra Aminzare, Rutgers University, USA 4:30-4:55 Weakly Mutually Hill, USA 4:30-4:55 Dynamical Systems Models Uncorrelated Codes of Songbird Singing S. M. Hossein Tabatabaei Yazdi, University Daniel Margoliash, University of Chicago, of Illinois, USA; Han Mao Kiah, Nanyang USA Technical University, Singapore; Olgica 5:00-5:25 Scientific Applications of Milenkovic, University of Illinois at Bayesian Event Time Inference Urbana-Champaign, USA Joshua Merel, Columbia University, USA 5:00-5:25 Toric Ideals of Neural Codes 5:30-5:55 How Does the Brain Nora Youngs, Harvey Mudd College, USA Generate Sequences for Behavior? 5:30-5:55 A Stochastic Algebraic Michael Long, New York University, USA Model of Synergistic T Cell Activation by Pharmaceutical Agonists Anna Konstorum, Reinhard Laubenbacher, and Anthony Vella, University of Connecticut Health Center, USA 136 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Monday, July 11 Monday, July 11 Monday, July 11 MS23 MS24 MS25 The Emergence of Mathematical Modeling Insulin and Oscillations in Neuronal Methodologies for Glucagon Secretion and Networks Parameter Estimation and Their Roles in Diabetes - Part 4:00 PM-6:00 PM Prediction - Part II of II II of II Room:Webster - Lobby Level 4:00 PM-6:00 PM 4:00 PM-6:00 PM The brain is composed of neurons that form Room:Revere - Lobby Level Room:Alcott - Mezzanine Level networks in which they communicate via For Part 1 see MS11 For Part 1 see MS12 synapses to propagate information. Brain The application of mathematical models, The failure of insulin-secreting pancreatic networks are known to give rise to global especially in the life sciences, may require beta-cells is a core feature of diabetes. We oscillations that are linked to synchronized the estimation of many parameters using identify beta-cell failure at various levels neuronal activity. In a healthy brain, these only a limited amount of available data. to better understand the complexity of the oscillations have been shown to contribute This estimation challenge is often related underlying mechanisms. At the cellular level, to cognitive processes such as perception, to large uncertainties or poor performance ER stress regulates signal pathways of beta-

Monday motor performance, learning and memory. in predicting future outcomes using the cell glucose metabolism, resulting in altering Interestingly, certain neurological diseases model. Overcoming these issues requires insulin secretion. At the inter- cellular level, are also believed to alter network connectivity the development of new mathematical, the failure of coordination of insulin with its leading to abnormal oscillations that can statistical, and modeling methodologies paracrine hormone, glucagon, is another key propagate throughout the brain. Determining for parameter estimation in order to feature of the disease and loss of pulsatile the mechanism behind the emergence of meet requirements on model accuracy insulin secretion is a biomarker of the disease. these oscillations will crucially increase our and predictive value. The speakers will At the whole body level, understanding understanding of the brain. present recent contributions to develop temporal patterns of elevated glucose is Organizer: Michael Caiola such methodologies in the context of essential to capture the natural history of Rensselaer Polytechnic Institute, USA specific models in different biological areas diabetes. (ecology, oncology, molecular biology, Organizer: Jennifer Kile Organizer: Joon Ha immunology, epidemiology, and cognitive National Institutes of Health, USA Rensselaer Polytechnic Institute, USA science). 4:00-4:25 Deep Brain Stimulation in 4:00-4:25 Regulation of Glucagon the Subthalamic Nucleus Can Restore Organizer: Kevin Flores Secretion and Glucagon Function in Striatal Networks: A North Carolina State University, USA Counterregulation in Type 1 Diabetes Modeling Study Organizer: Suzanne Sindi Leon S. Farhy, University of Virginia, USA Michelle McCarthy, Boston University, University of California, Merced, USA 4:30-4:55 Mathematical Modeling of USA; Krishnakanth Kondabolu, Rutgers 4:00-4:25 A Mathematical Model of Podocytes in Diabetic Kidney Disease University, USA; Erik Roberts, Xue Han, Gl261-Luc2 Glioma Growth in Mice Ashlee N. Ford Versypt, Minu Pilvankar, and Nancy J. Kopell, Boston University, Erica Rutter and Yang Kuang, Arizona and Michele Higgins, Oklahoma State USA State University, USA University, USA 4:30-4:55 The Role of Gap Junctions 4:30-4:55 Development of the MCR 5:00-5:25 Diverse Pathways to Type 2 Between Excitatory Neurons in the Method for Parameter Estimation Diabetes Cortex in Continuous-Time Markov Chain Joon Ha and Arthur S. Sherman, National Jennifer Kile and Gregor Kovacic, Rensselaer Models Institutes of Health, USA Polytechnic Institute, USA; David Cai, Michele Joyner, East Tennessee State Courant Institute of Mathematical Sciences, 5:30-5:55 A Mathematical Model of University, USA Type 2 Diabetes Driven by Insulin New York University, USA 5:00-5:25 Modeling Time Series of Hypersecretion 5:00-5:25 The Progression of Parkinson’s Composite Disease Activity Indices Pranay Goel, Indian Institute for Science Disease in the Basal Ganglia Charles Fisher, Pfizer Inc., USA Education and Research, Pune, India Michael Caiola and Mark Holmes, Rensselaer Polytechnic Institute, USA 5:30-5:55 Towards a Model-based Control of Neuronal Systems 5:30-5:55 Pallidostriatal Projections Ullah Ghanim, University of South Florida, Promote Beta Oscillations Under USA Dopamine Depletion Jonathan E. Rubin and Victoria Corbit, University of Pittsburgh, USA; Timothy Whalen, Carnegie Mellon University, USA; Kevin Zitelli, University of Pittsburgh, USA; Stephanie Crilly and Aryn Gittis, Carnegie Mellon University, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 137

Monday, July 11 Monday, July 11 Monday, July 11 MS26 CP3 CP4 Inverse Problems and Cell and Molecular Biology Cancer Modeling in the Era of - Part I 4:00 PM-5:20 PM Precision Medicine - 4:00 PM-5:40 PM Room:Hale - Mezzanine Level Part II of II Room:Hancock - Lobby Level Chair: Elyse Garon, University of Southern Mississippi, USA 4:00 PM-6:00 PM Chair: To Be Determined 4:00-4:15 Scalable Simulation of Room:Adams - Mezzanine Level 4:00-4:15 Parameter Estimation for Systems of PDEs for Modeling Tumor Gene Regulatory Network Modeling For Part 1 see MS13 Growth According to the President’s Council of Ben Fitzpatrick and Kam Dahlquist, Loyola Monday Advisors on Science and Technology Marymount University, USA Elyse Garon and James V. Lambers, University of Southern Mississippi, USA precision medicine means tailoring medical 4:20-4:35 A Stability Analysis of the treatment to the individual characteristics Biological Networks, Transcriptional 4:20-4:35 A Mathematical Model to of each patient. This is of particular Network, Neural Circuit and Elucidate Brain Tumor Abrogation importance in case of chronic diseases. Ecosystem by Immunotherapy with T11 Target One consequence is that model based Katsumi Sakata, Maebashi Institute of Structure treatment strategies will become more Technology, Japan Subhas Khajanchi and Sandip Banerjee, important and that complex models have Indian Institute of Technology Roorkee, 4:40-4:55 Volume-Excluding Diffusion to be adapted to individual patients which India; Swapna Chaudhuri, School of Models at Varying Spatial Scales requires improved methodologies for Tropical Medicine, Kolkata, India Paul R. Taylor, University of Oxford, inverse problems, parameter estimation United Kingdom; Christian Yates, 4:40-4:55 Identifiability of Ode Models and optimal experimental design. The University of Bath, United Kingdom; of Tumor Growth presentations of the speakers will address Matthew Simpson, Queensland Maria Pia Saccomani, University of Padova, these requirements in the context of University of Technology, Australia; Ruth Italy; Karl Thomaseth, National Research concrete applications E. Baker, University of Oxford, United Council IEIIT-CNR Padova,Italy Organizer: Franz Kappel Kingdom 5:00-5:15 An Integrative Modeling University of Graz, Austria 5:00-5:15 Improved Ergodicity and Framework for in Vivo Tissue 4:00-4:25 Control of Voluntary Mixing Estimators for Single Particle Regeneration Immune Suppression in Transplant Tracking Manuel I. Balaguera, Konrad Lorenz Recipients Denis Grebenkov and Yann Lanoiselee, University Foundation, Colombia H. T. Banks, North Carolina State Ecole Polytechnique, France University, USA 5:20-5:35 Understanding the Role 4:30-4:55 Parameter Estimation and of Mitochondria Distribution in Intermission Uncertainty Analysis of a Vascular Calcium-Induced Exocytosis in Refilling Model Using Hematocrit Bovine Chromaffin Cells 6:00 PM-6:15 PM Data in Hemodialysis Treatment Amparo Gil, Universidad de Cantabria, Aureliio A. de los Reyes V, University of Spain; Luis Miguel Gutierrez, the Philippines Diliman, Philippines Universidad Miguel Hernández de Elch, 5:00-5:25 Improving Protein-Bound Spain Uremic Toxins Removal: Model and Multi-Objective Optimization Based Displacer Profiling Vaibhav Maheshwari, Renal Research Institute, USA 5:30-5:55 Systems Models and Data Assimilation in Cardiometabolic Drug Development Clay Thompson, Pfizer Inc., USA 138 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Tuesday, July 12 Tuesday, July 12 Monday, July 11 IC4 PD1 Rational Design of Tissue Panel: Careers in Business, Registration Engineered Heart Valves Industry and Government 7:30 AM-4:30 PM 9:15 AM-10:00 AM 6:15 PM-7:15 PM Room:Concourse Level Room:Harbor Ballroom II and III - Room:Grand Ballroom AB- Concourse Level Conference Level Chair: Rachel Levy, Harvey Mudd College, Chair: Boyce E. Griffith, University of North USA Remarks Carolina at Chapel Hill, USA Chair: Lalitha Venkataramanan, 8:20 AM-8:30 AM Valve replacement with mechanical or Schlumberger-Doll Research, USA bioprosthetic prostheses is the most common Room:Harbor Ballroom II and III - Chair: William G. Kolata, SIAM, USA intervention for valvular disease, with almost Conference Level 300.000 annual replacements worldwide. Interested in exploring opportunities However, in particular in patients younger outside academia? Mathematics plays a than 18 years freedom from reoperation is Monday pivotal role in many industries including only 58-68% at 15 years. Tissue engineering financial, pharmaceutical, oilfield, defense, IC3 of living heart valves seeks to overcome software and IT. Within each company, these limitations. One of the most critical applied mathematics is widely used in Qualitative Features of problems in heart valve tissue engineering various aspects of research, engineering, Transient Responses A Case is the progressive development of valvular manufacturing as well as sustaining. This Study: Scale-Invariance insufficiency. In an effort to resolve this discussion will feature panelists from challenge, a computational model was different industries who will share their 8:30 AM-9:15 AM developed to predict the in vivo remodeling experiences of working and using applied Room:Harbor Ballroom II and III - process in tissue engineered heart valves mathematics in their companies. Following Conference Level subjected to dynamic pulmonary and aortic their introductions, the moderators will lead pressure conditions, and to assess the risk of Chair: Gheorghe Craciun, University of a discussion on how students interested in valvular insufficiency. BIG careers might wish to broaden their Wisconsin, Madison, USA educational experience and prepare for This talk will review the biological Frank Baaijens careers in industry. phenomenon, and formulate a theoretical Technische Universiteit Eindhoven, The Penny Anderson framework leading to a general theorem Netherlands The MathWorks, Inc., USA characterizing scale invariant behavior by equivariant actions on sets of vector Dean Bottino fields that satisfy appropriate Lie-algebraic Physiome Sciences, Inc., Israel nondegeneracy conditions. The theorem Gary Green allows one to make experimentally testable Exhibit Hall Open The Aerospace Corporation, USA predictions, and the presentation will 9:30 AM-4:30 PM discuss the validation of these predictions Tamara Kolda Room:Galleria Level Sandia National Laboratories, USA using genetically engineered bacteria and microfluidic devices, as well their use Amy Sliva as a “dynamical phenotype” for model Charles River Analytics, USA invalidation. The talk will also include some speculative remarks about the role of the Coffee Break shape of transient responses in immune 10:00 AM-10:30 AM system self/other recognition and in cancer Room:Galleria Level immunotherapy. Career Fair, Graduate Eduardo Sontag Student and Industry Rutgers University, USA Reception 7:15 PM-9:15 PM Room:Pavilion - Concourse Level 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 139

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS27 MS28 MS29 Mathematical Modeling Micro-organism Locomotion Celebrating Charles S. and Simulations of Cellular in Complex Environments Peskin’s 70th Birthday: Dynamics - Part I of II from Flagellar Mechanics to Mathematical and 10:30 AM-12:30 PM Function - Part I of II Experimental Models in Cell Room:Harbor Ballroom I - Conference 10:30 AM-12:30 PM Biology - Part I of II Level Room:Harbor Ballroom II - Conference 10:30 AM-12:30 PM For Part 2 see MS40 Level Room:Harbor Ballroom III - Conference This minisymposium aims to bring For Part 2 see MS41 Level researchers in applied mathematics with Many cells and micro-organisms swim using diverse background to address recent For Part 2 see MS42 thin flexible appendages called flagella, advances in mathematical modeling Mathematical modeling and computer whose structure is common to a variety and computational technologies for cell simulation play an important role in the of organisms. The beating motion of a biology that include (but not limited to) cell study of diverse biological systems across a flagellum is an emergent behavior arising oscillation and polarization, cell motility, very broad range of scales, from molecular from the interactions between molecular cancer tumor growth and cell mitosis etc. to environmental. This minisymposium is motors that power the motion, the passive a part of series of minisymposia celebrating

Such systems usually consist of multiple Tuesday mechanics of the flagella, and the external interacting components that exhibit Charles Peskin’s 70th birthday as well as environment. Talks in this session present complicated temporal and spatial dynamics his many contributions to the development results from experiments, numerics, and with multiple time and length scales, and application of mathematical methods analysis that focus on locomotion in which are extremely difficult to model and models in the life sciences. Talks in complex fluids, how the environment effects and make faithful predictions. In this mini this minisymposium focus on mathematical locomotion strategies, and how small scale symposium, the challenges of modeling models and quantitative experimental mechanics of the flagellum are related to the these complex cellular systems will be techniques in cell biology. large scale behaviors of organisms. discussed and, moreover, the new analytical Organizer: Samuel A. Isaacson and computational techniques to simulate Organizer: Becca Thomases Boston University, USA these models will also be presented. University of California, Davis, USA Organizer: Sookkyung Lim Organizer: Jia Zhao Organizer: Robert D. Guy University of Cincinnati, USA University of North Carolina at Chapel University of California, Davis, USA 10:30-10:55 Mathematical Modeling Hill, USA 10:30-10:55 Flexibility and Waveform and Computational Methods for the Organizer: Qi Wang Analysis for Flagellar Motility in Tumor Microenvironment University of South Carolina, USA and Viscoelastic Fluids Robert H. Dillon, Jie Zhao, Adnan Morshed, Beijing Computational Science Research Becca Thomases and Robert Guy, University and Prashanta Dutta, Washington State Center, China of California, Davis, USA University, USA 10:30-10:55 A Multiphase Complex- 11:00-11:25 Oscillations in Active, 11:00-11:25 Modeling Polymorphic Fluids Model for Collective Cell Viscoelastic, Filament-Motor Transformation of Bacterial Flagella Motions on Patterned Substrate Biological Systems William Ko and Sookkyung Lim, University Qi Wang, University of South Carolina, Arvind Gopinath, University of California, of Cincinnati, USA USA and Beijing Computational Science Merced, USA 11:30-11:55 Incorporating Cellular Research Center, China 11:30-11:55 Swimming in Complex Substructure into Reaction-Diffusion 11:00-11:25 Jamming and Glassy Fluids: Experiments with Model Models Behavior in Dense Biological Tissues Organisms Samuel A. Isaacson, Boston University, USA Dapeng Bi, Rockefeller University, USA Paulo E. Arratia, University of Pennsylvania, USA; Arvind Gopinath, University of 12:00-12:25 Mathematical Models of 11:30-11:55 Modeling Keratinocyte California, Merced, USA; Boyang Qin, Telomere Length Regulation Wound Healing: Cell-Cell Adhesion University of Pennsylvania, USA Ignacio A. Rodriguez-Brenes, University of Promotes Collective Migration California, Irvine, USA John Nardini and David M. Bortz, 12:00-12:25 A Numerical Study on University of Colorado Boulder, USA Flagellar Kinematics in Different Fluid Rheologies 12:00-12:25 Model Cell-ECM Chuanbin Li, Robert D. Guy, and Becca Interactions in Cancer Invasion Thomases, University of California, Davis, Xiuxiu He and Yi Jiang, Georgia State USA University, USA 140 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS30 MS31 MS32 Molecular Bioscience Mathematical Modeling Modeling Cardiac and Biophysics - Recent of Biological Growth and Arrhythmias and Applications Advances of Membrane Deformation - Part I of II - Part I of II Modeling and Computation 10:30 AM-12:30 PM 10:30 AM-12:30 PM - Part II of II Room:Carlton - Conference Level Room:Griffin - Conference Level 10:30 AM-12:30 PM For Part 2 see MS44 For Part 2 see MS45 Room:Burroughs - Conference Level Biological growth and deformation play Cardiac arrhythmias like atrial and ventricular critical roles in processes such as wound fibrillation are significant health problems, and For Part 1 see MS16 healing, swelling, tumor growth and many efforts are being directed at improving Dynamics of lipid bilayer in vivo involves angiogenesis. Biological growth refers to the modeling of these diseases in ways that multiscale interactions with surrounding mass increase, and deformation refers ultimately can be applied clinically to improve fluid and other macromolecular complexes. to changes in displacement. These two patient health. This two-part minisymposium To date, grand challenges remain in high- processes often occur simultaneously or as a will span advances in mathematical and fidelity modeling and efficient computation result of another. They involve interactions computational modeling as well as steps of the composition variations, large among proteins, cells, tissues, organs, and toward impactful applications. On the deformation and topological changes water flows. The modeling techniques modeling side, topics such as incorporating of membrane induced by multiscale include continuum mechanics, cell-based and data into simulations, the effects of noise electrostatic, entropic, hydrodynamics, agent-based approaches, or hybrid models. and stochasticity, and advanced numerical and mechanical interactions. This Areas represented by the speakers include techniques will be discussed. Applications will minisymposium will (1) address some of mathematical modeling of the blood vessel include patient-specific modeling, validation, Tuesday the most interesting topics in modeling of growth, soft tissue swelling, and growth and and efforts to aid clinicians in treating bilayer membranes, including coupling deformation in a variety of physiological or challenging arrhythmias. of asymmetric bilayers, protein insertion pathological processes. and pore formation, pattern formation, Organizer: Elizabeth M. Cherry multicomponent coupling, fluid-vesicle Organizer: Xiaoming Zheng Rochester Institute of Technology, USA coupling, fluid-electrostatics-vesicle Central Michigan University, USA 10:30-10:55 Estimation of Dynamical coupling, and fast algorithms; (2) nurture Organizer: Kun Gou Variables in a Cardiac Myocyte Model collaborations among investigators in Texas A&M University, Kingsville, USA Laura Munoz and Kalyan Pusarla, Rochester applied and computational mathematics, Institute of Technology, USA biophysics, and mechanical engineering. 10:30-10:55 A Viscoelastic Model of Blood Capillary Growth 11:00-11:25 Effects of Temporal Noise Organizer: Shuwang Li Xiaoming Zheng, Central Michigan versus Spatial Stochastic Distribution on Illinois Institute of Technology, USA University, USA; Chunjing Xie, Shanghai Cardiac Focal Activity Organizer: Yongcheng Zhou Jiao Tong University, China Alireza Aghighi, James Elber Duverger, and Colorado State University, USA 11:00-11:25 Computational Modeling Philippe Comtois, Université de Montréal, Canada 10:30-10:55 Phase-Field Free Energy of Early Brain Morphogenesis and Boundary Force for Molecular Zi Chen, Nan Hu, and Lina Zhang, 11:30-11:55 Electrocardiac Defibrillation Solvation Dartmouth College, USA; Eric Dai, Simulations Using Sharp Boundary Shibin Dai, New Mexico State University, Washington University, USA Method USA 11:30-11:55 Morphological Stability Hyunkyung Lim, Shuai Xue, and James G. Analysis of An Elastic Tumor-Host Glimm, State University of New York, Stony 11:00-11:25 Calculating Energy Brook, USA; Flavio M. Fenton, Georgia Barriers and Activation States for Interface Emma Turian and Shuwang Li, Illinois Institute of Technology, USA; Elizabeth M. Steps of Fusion Cherry, Rochester Institute of Technology, Rolf Ryham, Fordham University, USA Institute of Technology, USA USA 11:30-11:55 Turning Phenomenon in a 12:00-12:25 Modeling Growth of 12:00-12:25 Reconstructing 3D Physical Model of Cell Migration Residually Stressed Biological Tissue Reentrant Cardiac Electrical Wave Yanxiang Zhao, George Washington Within An Eulerian Framework Dynamics Using Data Assimilation University, USA Maya E. Johnson and Jay R. Walton, Texas A&M University, USA Matthew J. Hoffman and Elizabeth M. Cherry, 12:00-12:25 Domain Dynamics of Rochester Institute of Technology, USA; Lipid Vesicle Membranes Flavio M. Fenton, Georgia Institute of Prerna Gera and David Salac, State Technology, USA; Nicholas LaVigne, State University of New York at Buffalo, USA University of New York, Geneseo, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 141

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS33 MS34 MS35 Collective Dynamics in the Algebra and Geometry of Applications of Multiple Time Life and Social Sciences - Genome Evolution - Part I Scale Dynamics In Biological Part I of II of II Systems - Part I of II 10:30 AM-12:30 PM 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:Lewis - Conference Level Room:Paine - Lobby Level Room:Stone - Lobby Level For Part 2 see MS46 For Part 2 see MS47 For Part 2 see MS48 Collective behaviour is an important feature Evolutionary biologists use binary leaf- Many biological rhythms evolve over multiple of interacting particle models in the life and labeled trees as models to describe how spatial and temporal scales. Elucidating the social sciences. Here, interactions among species across the tree of life are related. mathematical and biological mechanisms that particles may lead to the synchronization of Genomic data in the form of DNA sequences underlie these rhythms and the transitions characteristics, such as speed or direction. from present species are used to reconstruct between them is a significant undertaking. In this minisymposium, we aim to highlight such unknown trees. Mathematical tools New phenomena, such as torus canards recent advances in the field of collective from algebraic geometry and other areas are and three-time-scale singularities, have dynamics. Motivated by experiments, used to prove properties of such models such recently been linked with interesting and we focus on mathematical models, their as identifiability. unexpected behaviour in neuronal dynamics. simulation and analysis. These models Organizer: James H. Degnan However, theoretical and numerical tools Tuesday for analyzing such features have yet to be often develop complex patterns and steady University of Canterbury, New Zealand states, whose dynamics are seldom well properly developed. This two-part session understood. We bring together researchers 10:30-10:55 Linear Invariants for F81 surveys some of the exciting new theoretical, and Other Evolutionary Models studying different aspects of collective numerical, and modeling developments in Marta Casanellas, Universitat Politecnica de dynamics to advance further progress and multi-scale dynamics and their applications to Catalunya, Spain; Mike Steel, University discussion among disciplines. biological systems. of Canterbury, New Zealand Organizer: Theodore Vo Organizer: Alethea Barbaro 11:00-11:25 An Algebraic Approach Case Western Reserve University, USA Boston University, USA to Determine a Minimal Weighted Organizer: Marie-Therese Inversion Distance Organizer: Jonathan Rubin Wolfram Sangeeta Bhatia, University of Western University of Pittsburgh, USA Radon Institute for Computational and Sydney, Australia 10:30-10:55 Generic Torus Canards Applied Mathematics, Austria 11:30-11:55 Topological Algebras in & A Novel Class of Elliptic Bursting 10:30-10:55 A Coupled Reaction- Bacterial Genome Rearrangements Rhythms Theodore Vo and Tasso J. Kaper, Boston Diffusion Model for Gang Territorial Shona Yu, University of Western Sydney, Development Australia University, USA Alethea Barbaro, Abdulaziz Alsenafi, and 12:00-12:25 A Bayesian Approach to 11:00-11:25 Interacting Oscillation Wanda Strychalski, Case Western Reserve Inferring Rates of Selfing and Locus- Mechanisms in Three-Time-Scale University, USA Specific Mutation Systems Benjamin Letson and Jon Rubin, University 11:00-11:25 Swarm Robotic Control Benjamin Redelings, Seiji Kumagai, and of Pittsburgh, USA; Theodore Vo, Boston Strategies Inspired by Biological Marcy Uyenoyama, Duke University, USA Collective Behaviors University, USA Spring M. Berman, Arizona State University, 11:30-11:55 Finding Canards with the USA Zero Derivative Principle Morten Brons, Technical University of 11:30-11:55 A Local PDE Model of Aggregation Formation in Bacterial Denmark, Denmark; Mathieu Desroches, Colonies Inria Paris-Rocquencourt, France; Simon Paul Chavy-Waddy and Theodore Grejs, Technical University of Denmark, Kolokolnikov, Dalhousie University, Denmark Canada 12:00-12:25 The Effect of Quasi- 12:00-12:25 Collective Behavior in Steady-State Reductions in the Systems with Active Sensing Analysis of Biophysical Models Nicole Abaid, Virginia Tech, USA Sebastian Boie, Vivien Kirk, and James Sneyd, University of Auckland, New Zealand; Martin Wechselberger, University of Sydney, Australia 142 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS36 MS37 MS38 Connecting Network Strategies for Evolutionary Immune Repertoires Models Architecture and Network Adaptation in Biological and Analysis - Part I of II Computation - Part I of II Systems 10:30 AM-12:00 PM 10:30 AM-12:30 PM 10:30 AM-12:00 PM Room:Alcott - Mezzanine Level Room:Webster - Lobby Level Room:Revere - Lobby Level For Part 2 see MS50 Large scale sequencing experiments of B and For Part 2 see MS49 Living organisms must constantly adapt T cell receptors are standard in recent years. Through new experimental techniques as to changing environments with an These observed repertoires represent classical well as high-throughput ventures such as appropriate response that enables survival. micro-ecologies and can be used to understand the Allen Institute, we enjoy today a rapidly In this session, will discuss how different the immune system dynamics, but also general increasing amount of high-quality data evolutionary strategies for adaptation arguments in ecology and evolution. New about detailed neural network connectivity. are employed at the genetic, cellular and computational and statistical methods have The speakers in this session will connect organismal levels. We will focus on how been developed to define these repertoires specific features of network connectivity mathematical and computational models can and extract meaningful information from the with network-level computations. Network be used to understand these mechanisms, clone combination. We present current state features such as heterogeneity, clustering, and how these methods contribute to our of the art data analysis, modeling approaches and spatial connectivity structure will be understanding of evolvability in biology. addressed. Network-level computations combining population structure and genetic include inference in the face of changing Organizer: Loretta Au information to translate observed B and T cell environments or conflicting evidence. University of Chicago, USA receptor sequences into mechanistic aspects 10:30-10:55 Detecting Protein of the immune response. Such methods are Tuesday Organizer: Andrea K. Barreiro Coevolutionary Signals in the applicable in all domains of ecology and Southern Methodist University, USA Absence of Persistent Structural evolution. Organizer: Katherine Newhall Order Organizer: Yoram Louzoun University of North Carolina at Chapel Hill, Loretta Au and D. Allan Drummond, Bar-Ilan University, Israel USA University of Chicago, USA 10:30-10:55 Computational Methods for 10:30-10:55 Symmetries Constrain 11:00-11:25 Phenotypic Buffering and Repertoire Diversity Estimate Dynamics in a Family of Balanced Adaptation Yoram Louzoun, Bar-Ilan University, Israel Neural Networks John Reinitz and Pengyao Jiang, University Andrea K. Barreiro, Southern Methodist 11:00-11:25 Diversity and Selection in of Chicago, USA Adaptive Immune Repertoires University, USA; J. Nathan Kutz and Eli Shlizeman, University of Washington, 11:30-11:55 Modeling Evolution at Aleksandra Walczak, ENS, France; Yuval Multiple Scales in the Context of USA Elhanati, École Normale Supérieure Paris, Host-Pathogen Coevolution France 11:00-11:25 Learning and Evidence Jeewoen Shin and Thomas MacCarthy, State Accumulation in Changing University of New York, Stony Brook, 11:30-11:55 Computational Modelling Environments USA of Adaptive Immune Responses to Krešimir Josic and Adrian Radillo, Influenza Vaccination University of Houston, USA; Alan Jacob Glanville, Stanford University, USA Veliz-Cuba, University of Dayton, USA; Zachary Kilpatrick, University of Houston, USA 11:30-11:55 Spiking and Oscillatory Dynamics in the Frontoparietal Attention Network during Sustained Attention in the Ferret Kristin Sellers, Chunxiu Yu, Zhe Charles Zhou, Iain Stitt, Yuhui Li, Susanne Radtke- Schuller, Sankaraleengam Alagapan, and Flavio Frohlich, University of North Carolina at Chapel Hill, USA 12:00-12:25 Building a Theory of Subsampled Networks from the Bottom Up Braden Brinkman, Fred Rieke, and Eric Shea-Brown, University of Washington, USA; Michael Buice, Allen Institute for Brain Science, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 143

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS39 CP5 CP6 Predicting Therapeutic Cell and Molecular Biology Health Outcomes using - Part II 10:30 AM-12:10 PM Mathematical Models of 10:30 AM-12:30 PM Room:Hale - Mezzanine Level Cancer - Part I of II Room:Hancock - Lobby Level Chair: Asma Azizi Boroojeni, Tulane 10:30 AM-12:30 PM University, USA Chair: Andrey A. Dovzhenok, University of Room:Adams - Mezzanine Level Cincinnati, USA 10:30-10:45 Modeling the Impact of Screening and Partner Notification For Part 2 see MS51 10:30-10:45 Mathematical Modeling on Chlamydia Intervention in New Mathematical models are increasingly being and Experimental Validation of Orleans employed to elucidate the multi-scale Cell Cycle and Circadian Clock Asma Azizi Boroojeni, James Mac Hyman, dynamics that drive tumor progression. Coupling in Adult Stem Cell Cultures Jeremy Dewar, and Patricia Kissinger, The formulation of these models depends Andrey A. Dovzhenok, Toru Matsu-Ura, Tulane University, USA on the questions being asked and the data Eitaro Aihara, Jill Rood, Yan Ren, Tongli available. At times, non-spatial deterministic Zhang, Marshall Montrose, Sookkyung 10:50-11:05 Predicting the Number of models (ordinary differential equations, Lim, Sean Moore, and Christian Hong, Multiple Chronic Conditions in Older game theoretic approaches) suffice, and University of Cincinnati, USA Adults in Us-Mexico Border Using in other cases more complexity (spatial Rapidminer Tuesday 10:50-11:05 Structured Cell models, hybrid approaches, etc.) is required. Najah Al-Shanableh, Inna Pivkina, and Population Models with Internal Cell As models are becoming more proficient at Kristynia Robinson, New Mexico State Cycle University, USA capturing tumor complexity, they are further Willy Govaerts and Charlotte Sonck, Ghent being used to gain insight into treatment University, Belgium; Markus Kirkilionis, 11:10-11:25 Investigate the Drivers response. In this minisymposium, we will University of Warwick, United Kingdom for Non-elective Admissions Among explore how different mathematical models Patients in Sheffield help to improve our understanding of tumor 11:10-11:25 Model of Bacterial Aramide T. Gbolahan, Keith Burley, Shona response to anti-cancer drugs. Chemotaxis and its Simulation Kelly, and Teresa B. X, Sheffield Hallam Mustafa Elmas, University of Tennessee, University, United Kingdom Organizer: Jana Gevertz USA The College of New Jersey, USA 11:30-11:45 A Quantitative Analysis 11:30-11:45 A Deep-Learning of Statistical Power Identifies Organizer: Jill Gallagher Method for Protein-Protein Interface Limitations in Exploratory Studies of H. Lee Moffitt Cancer Center & Research Residue Pair Prediction Obesity Endpoints in Mice Institute, USA Xinqi Gong, Renmin University of China, Jangir Selimkhanov, Pfizer Inc., USA; Juen 10:30-10:55 How a Tumor’s China Guo, National Institutes of Health, USA; Phenotypic Distribution Can Guide 11:50-12:05 Computational Modeling Kevin Hall, NIDDK, NIH, USA; Clay Treatment Strategy of Calcium Transient Response in Thompson and Cynthia Musante, Pfizer Jill Gallaher, H. Lee Moffitt Cancer Center Urinary Bladder Smooth Muscle Cell Inc., USA & Research Institute, USA Chitaranjan Mahapatra and Rohit 11:50-12:05 Development of An 11:00-11:25 Tumor Heterogeneity and Manchanda, Indian Institute of Expert System for Improving Post- its Implications in Drug Resistance Technology Bombay, India Accident Monitoring Protocols in Jim Greene, Rutgers University, USA 12:10-12:25 Stability Analysis of Nuclear Industry Leila Gharsalli, Mathilde Vincent, Estelle 11:30-11:55 Evolutionary Dynamics of Signal Peptide Mutants Cancer and its Response to Treatment Pranveer Singh, Indira Gandhi National Davesne, Eric Chojnacki, and Eric Ivana Bozic, Harvard University, USA Tribal University (IGNTU), India Blanchardon, IRSN, France 12:00-12:25 Optimizing Oncolytic Virotherapy in Combination with Immunostimulation Prizes and Awards Joanna Wares, University of Richmond, Luncheon USA (Offsite at the connected Convention Center - BCEC) Connected by Skywalk from the Westin 12:30 PM-2:00 PM Room:BCEC Room 253ABC 144 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 SP2 MS40 MS41 The John von Neumann Mathematical Modeling Micro-organism Locomotion Lecture: Satisfiability and and Simulations of Cellular in Complex Environments Combinatorics Dynamics - Part II of II from Flagellar Mechanics to 2:30 PM-3:30 PM 4:00 PM-6:00 PM Function - Part II of II Room:Grand Ballroom - Concourse Level Room:Harbor Ballroom I - Conference Level 4:00 PM-6:00 PM Chair: L. Pamela Cook, University of For Part 1 see MS27 Room:Harbor Ballroom II - Conference Level Delaware, USA This minisymposium aims to bring For Part 1 see MS28 The Satisfiability Problem, which asks researchers in applied mathematics with Many cells and micro-organisms swim using whether or not a given Boolean formula can diverse background to address recent thin flexible appendages called flagella, be satisfied for some values of its variables, advances in mathematical modeling whose structure is common to a variety of has long been thought to be computationally and computational technologies for cell organisms. The beating motion of a flagellum hopeless. Indeed, SAT is the well-known biology that include (but not limited to) is an emergent behavior arising from the “Poster Child” for NP-complete problems. cell oscillation and polarization, cell interactions between molecular motors that But algorithmic breakthroughs have made motility, cancer tumor growth and cell power the motion, the passive mechanics of it possible for many important special cases mitosis etc. Such systems usually consist of the flagella, and the external environment. of the problem to be solved efficiently. multiple interacting components that exhibit Talks in this session present results from Industrial-strength “SAT solvers” have complicated temporal and spatial dynamics experiments, numerics, and analysis that become a billion-dollar industry, and with multiple time and length scales, focus on locomotion in complex fluids, they play a vital part in the design of which are extremely difficult to model how the environment effects locomotion

Tuesday contemporary computers. The speaker and make faithful predictions. In this mini strategies, and how small scale mechanics will explain how the new SAT technology symposium, the challenges of modeling these of the flagellum are related to the large scale also helps us to solve a wide variety of complex cellular systems will be discussed behaviors of organisms. problems that belong to combinatorial and, moreover, the new analytical and mathematics. computational techniques to simulate these Organizer: Becca Thomases University of California, Davis, USA Donald E. Knuth models will also be presented. Stanford University, USA Organizer: Jia Zhao Organizer: Robert D. Guy University of North Carolina at Chapel Hill, University of California, Davis, USA USA 4:00-4:25 Wonders of Bacterial Motility Organizer: Qi Wang Howard Berg, Harvard University, USA Coffee Break University of South Carolina, USA and 4:30-4:55 Marine Bacteria Exploit 3:30 PM-4:00 PM Beijing Computational Science Research a Flagellar Buckling Instability for Center, China Reorientation and Chemotaxis Room:Galleria Level 4:00-4:25 Hydrodynamic Theories for Kwangmin Son, Massachusetts Institute of Pattern Formation in Clusters of Stem Technology, USA; Jeffrey Guasto, Tufts Cells and Differentiated Cells University, USA; Filippo Menolascina, Xueping Zhao, University of South Carolina, Massachusetts Institute of Technology, USA; Qi Wang, University of South USA; Roman Stocker, ETH Zürich, Carolina, USA and Beijing Computational Switzerland Science Research Center, China 5:00-5:25 Effects of Shear on Bacterial 4:30-4:55 Kinetic Monte Carlo Motility in Porous Media Flows Simulations of Multicellular Aggregate Jeffrey Guasto, Nicolas Waisbord, and Self-Assembly in Biofabrication Amin Dehkharghani, Tufts University, Yi Sun, University of South Carolina, USA USA; Norbert Stoop and Joern Dunkel, Massachusetts Institute of Technology, 5:00-5:25 Multiscale Modeling of USA Angiogenesis Samara Pillay, Philip Maini, and Helen 5:30-5:55 Role of Flagellar Bending Byrne, University of Oxford, United Stiffness on Sperm Motility Kingdom Sarah D. Olson, Worcester Polytechnic Institute, USA 5:30-5:55 A Hydrodynamic Model of Cell Cytokinesis Driven by Actomyosin Contractile Ring Jia Zhao, University of North Carolina at Chapel Hill, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 145

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS42 MS43 MS44 Celebrating Charles S. Molecular Bioscience Mathematical Modeling Peskin’s 70th Birthday: and Biophysics-multiscale of Biological Growth and Mathematical and Modeling of Solvation - Deformation - Part II of II Experimental Models in Cell Part I of II 4:00 PM-6:00 PM Biology - Part II of II 4:00 PM-6:00 PM Room:Carlton - Conference Level 4:00 PM-6:00 PM Room:Burroughs - Conference Level For Part 1 see MS31 Room:Harbor Ballroom III - Conference For Part 2 see MS55 Biological growth and deformation play Level The understanding of solvation is critical roles in processes such as wound an essential prerequisite for the healing, swelling, tumor growth and For Part 1 see MS29 angiogenesis. Biological growth refers to Mathematical modeling and computer quantitative description and analysis of biomolecular systems because solvation mass increase, and deformation refers simulation play an important role in the to changes in displacement. These two study of diverse biological systems across a is an elementary process in nature and is of paramount importance to many processes often occur simultaneously or as a very broad range of scales, from molecular result of another. They involve interactions to environmental. This minisymposium is biomolecular processes. Robust models of polar and nonpolar interactions are vital to among proteins, cells, tissues, organs, and a part of series of minisymposia celebrating water flows. The modeling techniques Tuesday Charles Peskin’s 70th birthday as well as understanding the solvation properties of biomolecules and the effects of solvation include continuum mechanics, cell-based his many contributions to the development and agent-based approaches, or hybrid and application of mathematical methods upon biomolecular folding, binding, enzyme catalysis, and dynamic. Multiscale models. Areas represented by the speakers and models in the life sciences. Talks in include mathematical modeling of the this minisymposium focus on mathematical models of solvation have been used to treat different regions of the molecular blood vessel growth, soft tissue swelling, models and quantitative experimental and growth and deformation in a variety of techniques in cell biology. systems. In this session, invited speakers will present a wide range of multiscale physiological or pathological processes. Organizer: Samuel A. Isaacson simulation methodologies in hybrid models Organizer: Xiaoming Zheng Boston University, USA of solvation. Central Michigan University, USA Organizer: Sookkyung Lim Organizer: Zhan Chen Organizer: Kun Gou University of Cincinnati, USA Georgia Southern University, USA Texas A&M University, Kingsville, USA 4:00-4:25 Calcium Dynamics: The Organizer: Jaydeep Bardhan 4:00-4:25 Mathematical Modeling of Interaction of Theory and Experiment Northeastern University, USA Human Pregnant Cervix James Sneyd, University of Auckland, New Kun Gou, Texas A&M University, Zealand 4:00-4:25 Modeling and Computation of Molecular Solvation Kingsville, USA; Thomas Pence, 4:30-4:55 Modeling Type 2 Diabetes Bao Wang, Michigan State University, Michigan State University, USA Pathogenesis USA 4:30-4:55 Modeling of Growth, Gene, Arthur S. Sherman and Joon Ha, National and Protein Expression in Biofilms Institutes of Health, USA 4:30-4:55 Adaptive Boundaries and Transferable Potentials in Multi- Tianyu Zhang and Philip Stewart, Montana 5:00-5:25 From a Network of 10,000 Resolution Simulations State University, USA; Isaac Klapper, Neurons to a Smartphone App with Jason Wagoner, Stony Brook University, Temple University, USA; Breanna Pabst, 125,000 Users: Linking Scales in USA Montana State University, USA Biological Rhythms 5:00-5:25 A Biochemical and Daniel Forger, University of Michigan, USA 5:00-5:25 Solvation Free Energy Decomposition Using the 3D-RISM Mechanical Model of Injury-Induced 5:30-5:55 Abrupt Transitions to Theory of Molecular Solvation Intimal Thickening High Frequency Firing Caused by Tyler Luchko, California State University, Rebecca Sanft, University of North Carolina Recurrent Excitation in Neuronal Northridge, USA at Asheville; Pak-Wing Fok, University of Networks Delaware, USA Christoph Borgers and Ryusei Melody 5:30-5:55 Differential Geometry 5:30-5:55 Modeling the Effects of Takeuchi, Tufts University, USA; Daniel Based Multiscale Solvation Models Focal Adhesion Size and Distribution Rosebrock, Broad Institute of MIT and Zhan Chen, Georgia Southern University, on Stress Fiber Activity and Cell Harvard University, USA USA Shape Magda Stolarska, University of St. Thomas, USA; Aravind Rammohan, Corning Incorporated, USA; Kara Huyett, University of St. Thomas, USA 146 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS45 MS46 MS47 Modeling Cardiac Collective Dynamics in the Algebra and Geometry Arrhythmias and Life and Social Sciences - of Genome Evolution - Applications - Part II of II Part II of II Part II of II 4:00 PM-6:00 PM 4:00 PM-6:00 PM 4:00 PM-6:00 PM Room:Griffin - Conference Level Room:Lewis - Conference Level Room:Paine - Lobby Level For Part 1 see MS32 For Part 1 see MS33 For Part 1 see MS34 Cardiac arrhythmias like atrial and ventricular Collective behaviour is an important feature Evolutionary biologists use binary leaf-labeled fibrillation are significant health problems, of interacting particle models in the life and trees as models to describe how species and many efforts are being directed at social sciences. Here, interactions among across the tree of life are related. Genomic improving the modeling of these diseases particles may lead to the synchronization of data in the form of DNA sequences from in ways that ultimately can be applied characteristics, such as speed or direction. present species are used to reconstruct such clinically to improve patient health. This two- In this minisymposium, we aim to highlight unknown trees. Mathematical tools from part minisymposium will span advances in recent advances in the field of collective algebraic geometry and other areas are used mathematical and computational modeling as dynamics. Motivated by experiments, to prove properties of such models such as well as steps toward impactful applications. we focus on mathematical models, their identifiability. On the modeling side, topics such as simulation and analysis. These models Organizer: James H. Degnan incorporating data into simulations, the effects often develop complex patterns and steady University of Canterbury, New Zealand of noise and stochasticity, and advanced states, whose dynamics are seldom well 4:00-4:25 Invariant Measures and numerical techniques will be discussed. understood. We bring together researchers Unbiased Statistics for Phylogenetic Applications will include patient-specific studying different aspects of collective Tuesday Quartet Estimation modeling, validation, and efforts to aid dynamics to advance further progress and Jeremy Sumner, University of Tasmania, clinicians in treating challenging arrhythmias. discussion among disciplines. Australia Organizer: Elizabeth M. Cherry Organizer: Alethea Barbaro 4:30-4:55 Split Scores on Phylogenetic Case Western Reserve University, USA Rochester Institute of Technology, USA Trees with Applications 4:00-4:25 Credibility of Predictions of Organizer: Marie-Therese Elizabeth S. Allman, University of Alaska, Computational Models of the Heart Wolfram Fairbanks, USA; Laura Kubatko, Ohio Given Validation Evidence Radon Institute for Computational and State University, USA; John A. Rhodes, Pras Pathmanathan and Richard Gray, U.S. Applied Mathematics, Austria University of Alaska, Fairbanks, USA Food and Drug Administration, USA 4:00-4:25 A Boltzmann Mean Field 5:00-5:25 Inequality-Based Gene Tree 4:30-4:55 A Catheter-Simulator Game Model for Knowledge Growth Invariants and Phylogenomic Species Software Tool to Generate Marie-Therese Wolfram, University of Tree Inference Electrograms of Any Multi-Polar Warwick, United Kingdom; Martin Ruth Davidson, University of Illinois at Diagnostic Catheter from 2D and 3D Burger, University of Münster, Germany; Urbana-Champaign, USA Atrial Tissue Alexander Lorz, UPMC, France 5:30-5:55 Displayed Trees Do Not Kristina Shillieto, Prasanth Ganesan, 4:30-4:55 Lane Formation by Side- Determine Distinguishability Under the Anthony Salmin, and Elizabeth M. Cherry, Network Multispecies Coalescent Rochester Institute of Technology, USA; Stepping Helene Ranetbauer, Radon Institute for James H. Degnan, University of Canterbury, Arkady Pertsov, SUNY Upstate Medical New Zealand University, USA; Behnaz Ghoraani, Computational and Applied Mathematics, Rochester Institute of Technology, USA Austria 5:00-5:25 Patient-Specific Fitting of 5:00-5:25 Analytical and Numerical Detailed and Simplified Models of Investigation of Nonlocal Hyperbolic Human Atrial Myocytes for Modeling Models for Collective Behavior in Atrial Fibrillation Animals and Cells Daniel Lombardo, University of California, Raluca Eftimie, University of Dundee, San Diego, USA; Flavio M. Fenton, United Kingdom Georgia Institute of Technology, USA; 5:30-5:55 Models of Collective Sanjiv Narayan, Stanford University, Dynamics with Complex Orientation USA; Wouter-Jan Rappel, University of Mechanisms California, San Diego, USA Pierre Degond and Sara Merino-Aceituno, 5:30-5:55 New Approaches to Identify Imperial College of London, United the Pivot Point of Rotor Kingdom Elena Tolkacheva, University of Minnesota, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 147

Tuesday, July 12 5:00-5:25 Averaging, Folded Tuesday, July 12 Singularities and Torus Canards: MS48 Investigating Transitions in a MS49 Neuronal Model Applications of Multiple Kerry-Lyn Roberts and Martin Connecting Network Time Scale Dynamics In Wechselberger, University of Sydney, Architecture and Network Biological Systems - Australia; Jon Rubin, University of Computation - Part II of II Pittsburgh, USA Part II of II 4:00 PM-6:00 PM 5:30-5:55 A Study of the 4:00 PM-6:00 PM Synchronization Between Two Room:Webster - Lobby Level Room:Stone - Lobby Level Coupled Neuron Models Generating For Part 1 see MS36 Mixed-Mode Oscillations For Part 1 see MS35 Through new experimental techniques as Alexandre Vidal, University of Evry-Val- Many biological rhythms evolve over well as high-throughput ventures such as d’Essonne, France; Soledad Garcia- multiple spatial and temporal scales. the Allen Institute, we enjoy today a rapidly Fernandez, INRIA Paris, France; Elucidating the mathematical and biological increasing amount of high-quality data Frederique Clement, Inria Rocquencourt, mechanisms that underlie these rhythms and about detailed neural network connectivity. France; Fabrizio De Vico Fallani, INRIA the transitions between them is a significant The speakers in this session will connect Paris, France undertaking. New phenomena, such as torus specific features of network connectivity canards and three-time-scale singularities, with network-level computations. Network have recently been linked with interesting features such as heterogeneity, clustering, and unexpected behaviour in neuronal and spatial connectivity structure will be Tuesday dynamics. However, theoretical and addressed. Network-level computations numerical tools for analyzing such features include inference in the face of changing have yet to be properly developed. This environments or conflicting evidence. two-part session surveys some of the exciting Organizer: Andrea K. Barreiro new theoretical, numerical, and modeling Southern Methodist University, USA developments in multi-scale dynamics and their applications to biological systems. Organizer: Katherine Newhall University of North Carolina at Chapel Hill, Organizer: Jonathan Rubin USA University of Pittsburgh, USA 4:00-4:25 Stimulus-Induced Changes Organizer: Theodore Vo in Spiking Co-Variability in Two Boston University, USA Populations 4:00-4:25 Subthreshold Amplitude Cheng Ly, Virginia Commonwealth and Phase Resonance in Models of University, USA; Andrea K. Barreiro, Quadratic Type: Nonlinear Effects Southern Methodist University, USA; Generated by the Interplay of Shree Gautam and Woodrow Shew, Slow Resonant and Fast Amplifying University of Arkansas, USA Currents 4:30-4:55 Conflict Resolution by a Horacio G. Rotstein, New Jersey Institute of Hippocampal Attractor Network Technology, USA Kathryn Hedrick, Southern Methodist 4:30-4:55 Combining Global University, USA Parameter Sampling and Bifurcation 5:00-5:25 Metastability of Gene Analysis to Study Electrical Activity in Networks a Pituitary Cell Model Jay Newby, University of North Carolina at Patrick A. Fletcher and Arthur S. Sherman, Chapel Hill, USA National Institutes of Health, USA 5:30-5:55 Uncovering Cellular Properties from Network Dynamics Julijana Gjorgjieva, Max Planck Institute for Brain Research, Germany; Eve Marder, Brandeis University, USA

continued in next column 148 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 MS50 MS51 CP7 Immune Repertoires Predicting Therapeutic Fluid Dynamics Models and Analysis - Outcomes using 4:00 PM-5:20 PM Part II of II Mathematical Models of Room:Hancock - Lobby Level 4:00 PM-5:30 PM Cancer - Part II of II Chair: To Be Determined Room:Alcott - Mezzanine Level 4:00 PM-6:00 PM 4:00-4:15 Fluctuating Hydrodynamic Methods for Manifolds: Protein For Part 1 see MS38 Room:Adams - Mezzanine Level Dynamics in Curved Lipid Bilayer Large scale sequencing experiments of B For Part 1 see MS39 Membranes and T cell receptors are standard in recent Mathematical models are increasingly being Paul J. Atzberger and Ben J. Gross, years. These observed repertoires represent employed to elucidate the multi-scale University of California, Santa Barbara, classical micro-ecologies and can be used to dynamics that drive tumor progression. USA understand the immune system dynamics, The formulation of these models depends but also general arguments in ecology on the questions being asked and the data 4:20-4:35 Chiari I Malformation Results and evolution. New computational and available. At times, non-spatial deterministic in Transitional Like Hydrodynamics of statistical methods have been developed models (ordinary differential equations, the Cerebrospinal Fluid Near Cranio- to define these repertoires and extract game theoretic approaches) suffice, and Vertebral Junction - A Computational meaningful information from the clone in other cases more complexity (spatial Study combination. We present current state of models, hybrid approaches, etc.) is required. Kartik Jain and Sabine P. Roller, Universitaet the art data analysis, modeling approaches As models are becoming more proficient at Siegen, Germany; Kent-Andre Mardal, combining population structure and genetic capturing tumor complexity, they are further University of Oslo, Norway

Tuesday information to translate observed B and T being used to gain insight into treatment 4:40-4:55 Numerical Aspects of cell receptor sequences into mechanistic response. In this minisymposium, we will Optimal Control for Water Treatment aspects of the immune response. Such explore how different mathematical models Problem methods are applicable in all domains of help to improve our understanding of tumor Mohammed Louaked, Caen University, France ecology and evolution. response to anti-cancer drugs. 5:00-5:15 Pulsatile Jeffrey Fluid Flow of Organizer: Yoram Louzoun Organizer: Jana Gevertz Blood in Stenotic Arteries Bar-Ilan University, Israel The College of New Jersey, USA Bhupesh D. Sharma, Motilal Nehru National Institute of Technology, India 4:00-4:25 Community Detection in Organizer: Jill Gallagher Antibody Repertoires H. Lee Moffitt Cancer Center & Research Gur Yaari, Bar-Ilan University, Israel Institute, USA 4:30-4:55 The Complete T Cell 4:00-4:25 Limiting the Development Repertoire of the Zebrafish During of Anti-Cancer Drug Resistance in a a Response to Immunological Spatial Model of Micro-Metastases Challenge Jana Gevertz, The College of New Jersey, Sol Efroni, Massachusetts Institute of USA Technology, USA 4:30-4:55 Cancer Stem Cells, 5:00-5:25 Exploring Antibody Hierarchically Organized Tumors and Recognition by Comparing Estimating Treatment Outcomes Using Mathematical Models with High- Mathematical Modeling and Patient- Throughput Antibody Binding Data Specific Tumor Burden Michal Or-Guil, Humboldt State University, Philipp M. Altrock, Dana-Farber Cancer Germany Institute and Harvard School of Public Health 5:00-5:25 Mathematical Modelling of Cancer Heterogeneity and Drug Resistance Mohammad Kohandel, University of Waterloo, Canada 5:30-5:55 Mathematical Models of Cancer Vaccines: How to Get the Right Things to the Right Place at the Right Time Ami Radunskaya, Pomona College, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 149

Tuesday, July 12 Tuesday, July 12 Tuesday, July 12 CP8 CP9 SIAM Business Meeting (Class of 2016 Fellows Infection, Disease and Evolution will be recognized.) Epidemiology - Part I 4:00 PM-5:20 PM 6:15 PM-7:15 PM Room:Revere - Lobby Level 4:00 PM-5:40 PM Room:Grand Ballroom AB- Concourse Level Chair: Joel D. Nishimura, Arizona State Room:Hale - Mezzanine Level University, USA Chair: Jessica Conway, Pennsylvania Complimentary beer and wine will be served. 4:00-4:15 Cooperative Aging: The State University, USA Evolutionary Dynamics Balancing 4:00-4:15 Predicting Opiate- Longevity and Evolvability Induced HIV Risk Increase Joel D. Nishimura, Minette Herrera, and Jessica M. Conway, Pennsylvania State Aaron Miller, Arizona State University, University, USA; Naveen K. Vaidya, USA University of Missouri, Kansas City, PP1 4:20-4:35 Dynamic MaxEnt Method USA Poster and Dessert for the Estimation of Quantitative Trait 4:20-4:35 Quantifying the Effect of Reception Evolution Trypsin on Influenza Infections Katarina Bodova, Institute of Science and Hana Dobrovolny and Hana Jaafari, Texas 8:00 PM-10:00 PM Tuesday Technology, Austria Christian University, USA Room:Galleria Level 4:40-4:55 The Evolution of Lossy 4:40-4:55 Mathematical Models Mathematical Morphological Compression of HIV and HPV Coinfection in the Distribution Properties Over Union and Sarah Marzen, University of California, Oral Mucosa Intersection Berkeley, USA; Simon DeDeo, Indiana Samantha Erwin, Meghna Verma, Vida Joseph Ackora-Prah, Kwame Nkrumah University Bloomington, USA Abedi, Raquel Hontecillas-Margarzo, University of Science and Technology, 5:00-5:15 Permanence and Chaos in Stefan Hoops, Josep Bassaganya-Riera, Ghana; Robert Acquah, National Institute Dynamical Systems and Stanca Ciupe, Virginia Tech, USA for Mathematical Sciences, Korea Sherli Koshy Chenthittayil, Clemson 5:00-5:15 Optimal Control for HBV Macroscopic Dynamics of University, USA Treatment Heterogeneous Theta Neurons Jonathan Forde, Hobart and William Connected with Chemical Synapses Smith Colleges, USA; Stanca Ciupe, Akihiko Akao and Yutaro Ogawa, University Virginia Tech, USA; Suzanne M. of Tokyo, Japan; Bard Ermentrout, Lenhart, University of Tennessee, USA; University of Pittsburgh, USA; Yasuhiko Ariel Cintron-Arias, East Tennessee Jimbo and Kiyoshi Kotani, University of State University, USA Tokyo, Japan 5:20-5:35 Identifying Hubs of the Multiple Chronic Conditions (MCC) 2009 H1N1 Influenza Pandemic in Along the US-Mexico Border the United States Najah Al-Shanableh, Inna Pivkina, and Stephen M. Kissler and Julia R. Gog, Kristynia Robinson, New Mexico State University of Cambridge, United University, USA Kingdom; Cecile Viboud, National An Age-Structured Model for Institutes of Health, USA; Vivek Charu, Cyanobacteria Carboxysome Johns Hopkins Bloomberg School of Efficacy Public Health, USA; Ottar Bjornstad, Sabina Altus, David M. Bortz, and Jeffrey Pennsylvania State University, USA; Cameron, University of Colorado Boulder, Lone Simonsen, George Washington USA University, USA; Bryan Grenfell, Princeton University, USA Chains of Differentiation and Tissue Architecture: A Protection Mechanism Against Cancer in Hierarchically Organized Tissues Intermission Cesar Alvarado and Helen Wearing, University of New Mexico, USA; Natalia 6:00 PM-6:15 PM Komarova, University of California, Irvine, USA

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Tuesday, July 12 Mathematical Modeling of Analysis of Neural Network Models for Endotoxin-Induced Inflammatory Sequential Activity PP1 Response in Young Men Daniel Galvis, Richard Hyson, Frank Renee Brady, North Carolina State Johnson, and Richard Bertram, Florida Poster and Dessert University, USA; Dennis Frank-Ito, State University, USA Reception Duke University Medical Center, Nonlinear Microwave Imaging for USA; Hien Tran, North Carolina State Breast-Cancer Using a Variational 8:00 PM-10:00 PM University, USA; Susanne Janum, Bayesian Algorithm Room:Galleria Level Frederiksberg Hospital, Denmark; Leila Gharsalli, IRSN, France; Hacheme Susanne Brix, Technical University of Ayasso, Gipsa-Lab, France; Bernard continued Denmark, Denmark; Johnny T. Ottesen, Duchêne and Ali Mohammad-Djafari, Roskilde University, Denmark; Jesper CentraleSupéle, France Mehlsen, Frederiksberg Hospital, Homogenisation Theory with Coupled Protein Dynamics in Curved Lipid Denmark; Mette Olufsen, North Cellular Reaction Diffusion Equations Bilayer Membranes: Fluctuating Carolina State University, USA Michelle L. Goodman, Rua Murry, Paul Hydrodynamic Methods for Mathematical Modelling Based Docherty, and Tim David, University of Manifolds Hypothesis for the Origins of Canterbury, New Zealand Paul J. Atzberger and Jon Karl Sigurdsson, Cyclical Neutropenia Recovery Rates in Epidemiological University of California, Santa Barbara, Tyler Cassidy, Antony Humphries, and USA and Ecological Models Michael Mackey, McGill University, Scott W. Greenhalgh and Troy Day, Queen’s Symmetric Proteins from Asymmetric Canada University, Canada Sequences: Lessons from the Polyrhythmic Pattern Generation Β-Propeller Fold Numerical Exterior Calculus in Networks with Three-Node CPG Approaches for Hydrodynamics on Loretta Au, University of Chicago, USA; Kernels David Green, State University of New Curved Surfaces Tuesday Jarod Collens, Deniz Alacam, Drake York, Stony Brook, USA Ben J. Gross and Paul J. Atzberger, University Knapper, Krishna Pusuluri, Justus T. of California, Santa Barbara, USA An Inverse Problem for a Time Schwabedal, and Andrey Shilnikov, Varying Diffusion Process Georgia State University, USA A Mathematical Study of Calcium Responses in HSY Cells and Airway Lewis Baker and David M. Bortz, University A Mathematical Model of Blood of Colorado Boulder, USA Smooth Muscle Cells Flow Control in the Kidney Jung Min Han, University of Auckland, New Quantifying the Potential of Irina Cristali and Anita T. Layton, Duke Zealand; Akihiko Tanimura, Hokkaido Immunotherapy in Combination with University, USA University, Japan; Michael J. Sanderson, Androgen Ablation for the Treatment Understanding the Finite State University of Massachusetts Medical of Prostate Cancer Projection and Related Methods School, USA; Martin Wechselberger, Johnna P. Barnaby and Harsh Jain, Florida for Solving the Chemical Master University of Sydney, Australia; Vivien State University, USA Equation Kirk and James Sneyd, University of Theoretical and Numerical Study of Khanh N. Dinh and Roger Sidje, Auckland, New Zealand University of Alabama, USA Cardiac Electrophysiology Problems Investigating Experimental Variations at the Microscopic Scale A Reduced Model of Cardiac Ion in Astrocytes with a Mathematical Pierre-Elliott Bécue and Florian Caro, Channel Pharmacology Model of Calcium Dynamics Inria Bordeaux Sud-Ouest, France; Mark Steffen S. Docken, Colleen Clancy, Gregory A. Handy, Alla Borisyuk, and Marsa Potse, University of Lugano, Switzerland; and Timothy Lewis, University of Taheri, University of Utah, USA; John A. Mostafa Bendahmane, Institut de California, Davis, USA White, Boston University, USA Mathématiques de Bordeaux, France Identifying Leading Gene Using the CUR Factorization to Identify Walking of a Single Walker and a Expression Features to Distinguish Key ECG Morphologies Pair of Walkers in the Absence of Snps Causative of Disease Emily Hendryx, Rice University, USA; Craig Orientation Cues Shylee Ezroni, Broad Institute of MIT and Rusin, Baylor College of Medicine, USA; Katarina Bodova, Institute of Science and Harvard University, USA Beatrice Riviere and Danny C. Sorensen, Technology, Austria Sex Differences in the Electrical Rice University, USA Properties of Neurons in the Neural Spatiotemporal Organization of an Song System of the Zebra Finch RNA Polymerase Along a DNA Strand Diana L. Flores, Matthew Ross, Derrick Seyed Hossein Hosseini and Marc R. Roussel, Shaughnessy, Frank Johnson, Richard University of Lethbridge, Canada Hyson, and Richard Bertram, Florida State University, USA

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A Re-Evaluation of the Concept of A Dynamical Analysis of the One-Dimensional Model of Blood Critical Concentration as it Relates to Transitions to Bursting in Neuronal Flow Discretized with Runge-Kutta Microtubules Cells Discontinuous Galerkin Methods Erin M. Jonasson and Chunlei Li, University Elizaveta Latash, Georgia State University, Charles Puelz and Beatrice Riviere, Rice of Notre Dame, USA; Ava J. Mauro, USA University, USA; Craig Rusin, Baylor College of Medicine, USA University of Massachusetts, Amherst, Modeling Gun Ownership As a Social USA; Shant Mahserejian, University of Disease Mathematical Modeling of the Notre Dame, USA; Ivan Gregoretti, Cell Laura Layton, Charles W Stanford Middle Acute Inflammatory Response and Signaling Technology, USA; Ellie Norby, School, USA; Anita T. Layton, Duke Energy Consumption Mark S. Alber, and Holly Goodson, University, USA Ivan Ramírez Zúñiga, Gilles Clermont, University of Notre Dame, USA Jonathan Rubin, and David Swigon, Approaches for Coherent X-Ray University of Pittsburgh, USA Persistant Neural Response in the Diffraction Imaging of Paramecium Aplysia Bag Cell Neuron Bursaria Chlorella Virus-1 Modeling Baroreflex Regulation Keegan M. Keplinger and Sue Ann Jing Liu, Uppsala University, Sweden; of Blood Pressure and Heart Rate Campbell, University of Waterloo, Canada; Akifumi Higashi, Osaka University, Japan; During the Valsalva Maneuver Neil Magoski, Queen’s University, Canada Gijs Schot and Max Hantke, Uppsala Eric B. Randall, North Carolina State Chemotactic Response Models for University, Sweden; Takashi Yamada, University, USA Motile Bacteria Hiroshima University, Japan; Janos Hajdu, Redundancy, Degeneracy, and Martin Maxey and Virginia Kilikian, Brown Uppsala University, Sweden; Atsushi Robustness in Protein-Interaction University, USA Nakagawa, Osaka University, Japan Networks Alice C. Schwarze and Mason A. Porter, Tuesday Onset, Timing, and Exposure Therapy Image-Based Structural Modeling of University of Oxford, United Kingdom; of Stress Disorders: Mechanistic the Cardiac Purkinje Network Jonny Wray, e-Therapeutics Plc, United Insight from a Mathematical Model of Benjamin R. Liu, University of Washington, Kingdom Oscillating Neuroendocrine Dynamics USA Lae U. Kim and Tom Chou, University of A Novel Approximation Method for A Model to Track Density and California, Los Angeles, USA; Maria Equilibrium Single-Channel Ca2+ Average Mass of Brown Shrimp in D’Orsogna, California State University, Domains Gulf of Mexico Northridge, USA Victor Matveev, New Jersey Institute of Bheemaiah V. Shankaranarayanarao, Jay R Walton, and Masami Fujiwara, Texas Altered Excitatory-Inhibitory Technology, USA A&M University, USA Dynamics by a Feedback Loop with Normal Forms and Unfoldings of Long Delays Conductance-Based Neural Models Host-Pathogen Coevolution Christopher Kim, Bernstein Center for Joseph Mckenna, Florida State University, Generates Trade-Offs in Complexity Computational Neuroscience, Germany; USA Between the Level of the Cell Arvind Kumar, KTH Stockholm, Sweden; Surface Receptor and the Gene Bidirectionality Induced by Cargo Ulrich Egert, University of Freiburg, Regulatory Network for Host Thermal Fluctuations in Motor- Germany Resistance Mediated Transport Jeewoen Shin and Thomas MacCarthy, State Quasi-Steady State Approximation for Christopher E. Miles and James P. Keener, University of New York, Stony Brook, Reversible Bimolecular Binding with University of Utah, USA USA Application to Alternative Mechanism Noise-Induced Switching in of Telomere Length Maintenance Global Dynamics of a Mean Field Stochastic Population Models Richard Kollar, Comenius University, Model of the Neocortex Garrett Nieddu, Pralhad Burli, Eric Bratislava, Slovakia Farshad Shirani, Wassim Haddad, and Forgoston, and Lora Billings, Montclair Rafael de la Llave, Georgia Institute of Determination of Parameters for State University, USA Technology, USA Chaos in Dynamical Systems Review of Modeling of {cAMP} Action Sherli Koshy Chenthittayil, Elena S. Overcoming Chemotherapy in Pancreatic Beta Cells Dimitrova, Brian Dean, Eleanor Jenkins, Resistance by Inhibition of Mgmt and Bradford E. Peercy, University of Maryland, and Akshay Galande, Clemson University, Apng in Glioblastoma Multiforme: A Baltimore County, USA USA Mathematical Approach. Study of Viral Coinfection Dynamics Inmaculada C. Sorribes and Harsh Jain, Rapid Evaluation to Prevent in Human Respiratory Tract Florida State University, USA Dangerous Regimens for An Artificial Lubna Pinky and Hana Dobrovolny, Texas Pancreas Controller Christian University, USA Taisa Kushner, David M. Bortz, and Sriram Sankaranarayanan, University of Colorado Sensory Feedback in a Bump Boulder, USA Attractor Model of Path Integration Daniel Poll, Khanh Nguyen, and Zachary Kilpatrick, University of Houston, USA

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Tuesday, July 12 A PDE-ODE Model of Cell Polarization Tuesday, July 12 in Fission Yeast PP1 Bin Xu and Paul C. Bressloff, University of PP2 Utah, USA Poster and Dessert Minisymposterium: Numerical Methods for a 2D Reception Convergent Reaction Diffusion Master Mathematical Modeling 8:00 PM-10:00 PM Equation on Unstructured Mesh of the Eye Ying Zhang, Boston University, USA Room:Galleria Level 8:00 PM-10:00 PM Modeling Migration of the Zebrafish Room:Galleria Level continued Posterior Lateral Line Primordium Leif Zinn-Bjorkman and Frederick Adler, Kara Maki, Rochester Institute of Technology, University of Utah, USA USA Mathematical Modeling of Enzymatic The aim of this minisymposterium is to Assays: Incorporating Experimental present current mathematical modeling efforts and Parametric Uncertainty Michael T. Stobb, University of California, devoted to fundamental understanding of Merced, USA the mechanics and physiology of the eye. The posters address models for the ocular Abrupt Transitions from Low to High surface with flow of the tear film and its Firing Frequencies in Neurons and interactions with contact lenses. Posters also Neuronal Networks address models of the retina. These models Ryusei Melody Takeuchi and Christoph are compared closely with in vivo data, Borgers, Tufts University, USA and address conditions such as dry eye and Modeling the Distribution of Interspike glaucoma. Intervals of Spontaneous Activity in Soft Contact Lens Hydration Modeling

Tuesday Afferent Neurons of the Zebrafish Austin R. Alderete and Daniel M. Anderson, Lateral-Line George Mason University, USA Nessy Tania, Smith College, USA; Josef Trapani, Amherst College, USA Tear Film Dynamics in Breakup with a Rough Ocular Surface Asymptotic Phase for Stochastic Amy Janett, University of Delaware, USA Oscillators Peter J. Thomas, Case Western Reserve Tear Film Rupture Driven by Locally University, USA; Benjamin Lindner, Elevated Evaporation Rates Bernstein Center for Computational Hangjie Ji and Thomas P. Witelski, Duke Neuroscience and Humboldt University, University, USA Berlin, Germany On the Computation of the Wavefront After Contact Lens Motion Studying the Effects of Antiarrhythmic Sanjeewa S. Karunarathna and Ram V. Iyer, Drugs on Restitution Properties of Action Potential Duration of Human Texas Tech University, USA Ventricular Cells. Tear Film Dynamics From a Flexible to Binaya Tuladhar and Hana Dobrovolny, a Rigid Blob Model Texas Christian University, USA Christiaan Ketelaar, Lan Zhong, and Richard Scroll Wave Filaments Pin to Various Braun, University of Delaware, USA; Objects P. Ewen King-Smith, The Ohio State Daniel Weingard, Richard Bertram, and University, USA; Carolyn Begley, Indiana Oliver Steinbock, Florida State University, University, USA USA An Investigation of the Influence of a Emergence of Longevity-Dependent Blink on the Tear Film Dynamics Spatial Patterns in the Expression of a Kara L. Maki, Rochester Institute of Small Heat Shock Protein Technology, USA; William Henshaw, Jacqueline M. Wentz and David M. Bortz, Rensselaer Polytechnic Institute, USA; University of Colorado Boulder, USA Gregory Barron, Rochester Institute of Technology, USA; Dylan Chapp and Richard Braun and Tobin Driscoll, University of Delaware, USA

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Tear Film Dynamics: Modeling the Wednesday, July 13 Glycocalyx as a Poroelastic Region Wednesday, Antonio Mastroberardino, The Behrend IC6 College, USA; Richard Braun, University July 13 of Delaware, USA; Javed Siddique, Follow the Yellow Brick Pennsylvania State University, York, Road: Mathematical USA; Daniel M. Anderson, George Mason University, USA insights into Virus Structure Registration Enable Discovery in Virus Assembly and Evolution 8:00 AM-4:30 PM 9:15 AM-10:00 AM PP3 Room:Concourse Level Room:Harbor Ballroom II and III - Electronic Posters Conference Level 8:00 PM-10:00 PM Chair: Guo-Wei Wei, Michigan State University, USA Room:Galleria Level IC5 Viruses are remarkable examples of order at Trafficking-Based Turing Mechanism The Turbulent Life of the nanoscale. The vast majority of viruses for Pattern Formation on a Growing Plankton Domain package their genomes into protective Heather A. Brooks and Paul C. Bressloff, 8:30 AM-9:15 AM protein containers that are organised University of Utah, USA according to icosahedral surface lattices. Room:Harbor Ballroom II and III - This has far reaching consequences for Identification of Significant Gene Conference Level many stages of the viral life cycle and Via Unconventional Method in Gene Chair: Lisa J. Fauci, Tulane University, the infection process overall. In this talk, Expression for Cancer Classification USA I will demonstrate how we have used Sinan Nazimuddin Fazal, AlHussan Plankton in oceans and lakes is often mathematical approaches, developed Wednesday Training Center, Saudi Arabia exposed to turbulence, yet only recently in my group for the characterisation of have quantitative models begun to emerge virus architecture, to gain unprecedented to describe the effects of turbulence on insights into how viruses form and evolve. the physiology and behavior of planktonic In a recent commentary in the Journal cells. I will illustrate the unexpected of Molecular Biology (see PubMedID effects of turbulence on plankton by 26707196) Peter Prevelige has described focusing on motile phytoplankton cells - this approach as “following the yellow photosynthetic organisms that form the base brick road”. In this talk, I will invite you of most aquatic food webs - through both on a journey along the yellow brick road. millifluidic experiments and mathematical I will introduce the mathematical tools models. I will propose that phytoplankton, underpinning our approach and demonstrate despite their small size, know more fluid how they have contributed, in collaboration mechanics than we give them credit for, with experimentalists, to a paradigm shift in and will highlight how the turbulent our understanding of virus assembly. I will life of plankton presents a plethora of moreover describe how these results open opportunities for both the experimenter and up a new perspective on viral evolution and the mathematical modeler, who together can anti-viral therapy. help advance our understanding of these Reidun Twarock pivotal players in some of earth’s most vital University of York, United Kingdom ecosystems. Roman Stocker ETH Zürich, Switzerland Exhibit Hall Open 9:30 AM-4:30 PM Room:Galleria Level

Coffee Break 10:00 AM-10:30 AM Room:Galleria Level 154 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS52 MS53 MS54 Multiscale Modeling Macroscale Consequences Celebrating Charles S. of Cellular Dynamics - of Microbial Interactions - Peskin’s 70th Birthday: The Part I of II Part I of II Immersed Boundary Method 10:30 AM-12:30 PM 10:30 AM-12:30 PM and its Extensions - Part I of II Room:Harbor Ballroom I - Conference Level Room:Harbor Ballroom II - Conference 10:30 AM-12:30 PM Level For Part 2 see MS65 Room:Harbor Ballroom III - Conference Level Cells must perform functions that require For Part 2 see MS66 For Part 2 see MS67 highly coordinated chemical and mechanical The heterogeneous microscale environments Mathematical modeling and computer processes. Regulation of the actin of bacteria and other microbes are a rich simulation play an important role in the cytoskeleton through signaling proteins is field of study that lends a radical perspective study of diverse biological systems across a how cells achieve the plasticity needed to on environments such as the ocean. While very broad range of scales, from molecular accomplish functions such as growth and laboratory experiments are frequently to environmental. This minisymposium is directed motion. While much is known about able to deconstruct these microscale a part of series of minisymposia celebrating the individual components in cells, such as interactions, it is increasingly necessary Charles Peskin’s 70th birthday as well as the rate of chemical reaction or the force to turn to mathematical models in order to his many contributions to the development generated by a single molecular motor, little understand the outcome of these fundamental and application of mathematical methods is known about how these components work interactions at levels that directly impact and models in the life sciences. Talks in together. In this session, we present recent humans. This minisymposium focuses on this minisymposium focus on methods for models on multiple time and length scales the mathematical modeling used to study modeling fluid-structure interaction, especially used to study cellular signaling, cytokinesis, the consequences of physical & chemical the immersed boundary (IB) method and its and migration. interactions of microbes, between themselves extensions, and their application to biological and with structured environments. It brings fluid dynamics. Organizer: Wanda Strychalski together speakers from a broad range of Case Western Reserve University, USA marine and terrestrial settings. Organizer: Boyce E. Griffith University of North Carolina at Chapel Hill, Organizer: Calina A. Copos Organizer: Vicente I. University of California, Davis, USA USA

Wednesday Fernandez 10:30-10:55 Determining the ETH Zürich, Switzerland Organizer: Samuel A. Isaacson Rheological Properties of Actin Boston University, USA John A. Loustau and Derrick Brazill, Hunter Organizer: Gabriel Juarez 10:30-10:55 Vesicle College, USA University of Illinois at Urbana-Champaign, Electrohydrodynamics Simulations by USA 11:00-11:25 Mathematical Modeling Coupling Immersed Boundary and of Actin Regulation in Invasive 10:30-10:55 Intersections Between Immersed Interface Methods Carcinoma Chemical Signaling, Microbial Ming-Chih Lai, National Chiao Tung Nessy Tania, Smith College, USA Interactions, and the Ocean’s University, Taiwan Biological Carbon Pump 11:30-11:55 3D Model of Cytokinetic Benjamin Van Mooy, Woods Hole 11:00-11:25 A Lubricated Immersed Contractile Ring Assembly: Node- Oceanographic Institution, USA Boundary Method in Two Dimensions Mediated and “Backup” Pathways Thomas Fai, Courant Institute of Mathematical Tamara Bidone and Dimitrios Vavylonis, 11:00-11:25 Impacts of the Sciences, New York University, USA; Chris Lehigh University, USA Competition for Phytoplankton H. Rycroft, Harvard University, USA Organic Matter in Marine Bacteria 12:00-12:25 Mechanical Insights into Vicente I. Fernandez and Steven Smriga, 11:30-11:55 Two Extensions of the the Adhesion Dynamics of Amoeboid ETH Zürich, Switzerland; James Mitchell, Immersed Boundary Method and Their Cells Flinders University, Australia; Roman Applications Calina A. Copos, University of California, Stocker, ETH Zürich, Switzerland Yongsam Kim, Chung-Ang University, Korea Davis, USA 11:30-11:55 Swimming in Confined 12:00-12:25 From IB to IIM, from Microgeometries Solution to Gradient Computations, Eva Kanso and Alan C. H. Tsang, University From Algorithm to Convergence of Southern California, USA Analysis Convergence Analysis Zhilin Li, North Carolina State University, 12:00-12:25 Global Estimates of USA Bacterial Attachment to Particles Sinking in the Ocean Allison Smith and Curtis Deutsch, University of Washington, USA; Charles Stock, Geophysical Fluid Dynamics Laboratory, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 155

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS55 MS56 MS57 Molecular Bioscience Microscale Cellular Dynamics of Spiral and and Biophysics-multiscale Modeling and Emergent Scroll Wave Patterns in Modeling of Solvation - Macroscale Growth Cardiac Modeling Part II of II Dynamics 10:30 AM-12:30 PM 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:Griffin - Conference Level Room:Burroughs - Conference Level Room:Carlton - Conference Level Many reaction-diffusion systems exhibit For Part 1 see MS43 rotating spiral patterns as particular solutions. Individual-based model (IBM) is a ´ The understanding of solvation is an essential microscale simulation approach where each In addition to many chemical and biological prerequisite for the quantitative description individual is treated as a unique and discrete systems, these spiral waves (in 2D) and scroll and analysis of biomolecular systems because entity having biophysical and kinetic waves (in 3D) have also been observed solvation is an elementary process in nature parameters. IBMs allow one to recreate in cardiac tissue, both in experiments and is of paramount importance to many and predict the appearance of macroscale and numerical simulations. Spiral-shaped biomolecular processes. Robust models of phenomena from microscale interactions of patterns of the transmembrane potential occur polar and nonpolar interactions are vital to individuals. Due to its predictive scope, and only during cardiac arrhythmias, and the understanding the solvation properties of the increased understanding it offers, IBMs number of spiral waves together with their biomolecules and the effects of solvation have become a crucial tool in microbiology. dynamics is thought to determine the type of upon biomolecular folding, binding, This minisymposium will provide a forum arrhythmia. In this session, we will present enzyme catalysis, and dynamic. Multiscale for recent advances in the application of recent results on the dynamics of spiral models of solvation have been used to treat IBMs for the study of cellular processes waves, elucidating the roles of anisotropic different regions of the molecular systems. within tumor growth, tissue formation, and conduction, external electrical fields and In this session, invited speakers will present microbial growth in wastewater treatment mutual interaction of spirals. Wednesday a wide range of multiscale simulation among others. Organizer: Hans Dierckx methodologies in hybrid models of solvation. Organizer: Inom Mirzaev Ghent University, Belgium Organizer: Zhan Chen University of Colorado Boulder, USA 10:30-10:55 Modification of Scroll Georgia Southern University, USA Wave Filaments When Electric Fields Organizer: David M. Bortz Are Applied to the Heart Organizer: Jaydeep Bardhan University of Colorado Boulder, USA Northeastern University, USA Niels Otani, Rochester Institute of 10:30-10:55 Agent-Based Modeling Technology, USA; Valentin Krinski, Max 10:30-10:55 Novel Classical Solvation of Cyanobacteria Nitrogen Planck Institute for Dynamics and Self- Density Functional Theory for Metabolism and Ecology Organization, Germany; Shuyue Han Biomolecular Solvation Calculations Ferdi Hellweger and Neil Fredrick, and Jason Carr, Rochester Institute of Marcelo Marucho, University of Texas, San Northeastern University, USA Technology, USA; Stefan Luther, Max Antonio, USA 11:00-11:25 Open Source Agent- Planck Institute for Dynamics and Self- 11:00-11:25 Dynamic Implicit Solvent Based Simulations of Large 3-D Organization, Germany Model: Understanding Solvent Stokes Multicellular Tumor-Stromal Systems 11:00-11:25 Filament Tension of Flow and Interface Dynamics for Paul Macklin, University of Southern Meandering Scroll Waves Biomolecules California, USA Hans Dierckx, Ghent University, Belgium Hui Sun, Bo Li, and Li-Tien Cheng, University of California, San Diego, USA; 11:30-11:55 Agent-Based Simulation 11:30-11:55 Structural Features of Shenggao Zhou, Soochow University, of Viscoelastic Microbial Aggregate Quasi-Stationary Multi-Spiral States in China Growth in an Arbitrary Flow Field a Simple Model of Atrial Fibrillation Inom Mirzaev and David M. Bortz, Christopher Marcotte, Georgia Institute of 11:30-11:55 Accounting for Water’s University of Colorado Boulder, USA Technology, USA Finite Size Using the Mean-Spherical Approximation as a Modified 12:00-12:25 The Virtual Liver: State of 12:00-12:25 Chaotic Transients in Dielectric Boundary Condition the Art and Future Perspectives Physiologically Realistic Models of Amirhossein Molavi Tabrizi and Jaydeep Dirk Drasdo, French National Institute Cardiac Tissue Bardhan, Northeastern University, USA; for Research, France; Michael Plank, Greg Byrne, State University of New York, Matthew G. Knepley, Rice University, University of Canterbury, New Zealand; Stony Brook, USA USA; Spencer Goossens, Northeastern Stefan Hoehme, Institute for Computer University, USA Science, Germany 12:00-12:25 Extracting Nonlocal Models from Experimental Measurements and Detailed Atomistic Simulation Spencer Goossens and Jaydeep Bardhan, Northeastern University, USA 156 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS58 MS59 MS60 Linking Single Particle Advances in Mathematical Geometric Phylogenetics - Tracking Experiments to Models of Hearing - Part I Part I of II Stochastic Diffusion Models of II 10:30 AM-12:30 PM 10:30 AM-12:00 PM 10:30 AM-12:30 PM Room:Paine - Lobby Level Room:Lewis - Conference Level Room:Hancock - Lobby Level For Part 2 see MS73 Fluorescence techniques along with For Part 2 see MS72 One of the great opportunities offered by single particle tracking using high The inner ear is an active system, using modern genomics is that phylogenetics speed video cameras and software to energy to biomechanically improve and applied on a genomic scale (phylogenomics) automatically analyze the resulting extend its dynamic range of operation. should be especially powerful for elucidating images have revolutionized the study and Theoretical study of these processes gene and genome evolution, relationships our understanding of biological fluids at has been challenging, given limited among species and populations, and processes the nanometer up to micrometer spatial physiological data due to the difficulty of of speciation and molecular evolution. scales. Moreover, biological fluids, such direct measurement. Recent advancements Several mathematical fields not classically as cytoplasm and mucus, are complex in measurement technology however have considered part of applied mathematics have with interlocking networks of proteins provided crucial new empirical insights contributed in recent years to the study of a inducing memories, rendering the classical that inform and place important constraints variety of biological problems. One such field stochastic model of diffusion—Brownian on theory. The theme of this symposium is algebraic geometry. The minisymposium motion and Brownian driven SDEs— is twofold: explore these recent theoretical will be a meeting point for students and insufficient. In this minisymposium, developments of active auditory function, leaders in the field. the speakers will address methods for as well as how such models motivate new Organizer: Ruriko Yoshida understanding data from these tracking directions in applied mathematics (e.g., University of Kentucky, USA experiments and how to link them to emergent dynamics from coupled nonlinear specific mechanistic and stochastic models oscillators). Organizer: Terrell Hodge Western Michigan University, USA of diffusion. Organizer: Christopher Organizer: John Fricks 10:30-10:55 Convexity in Tree Spaces Bergevin Ruriko Yoshida, University of Kentucky, Pennsylvania State University, USA Wednesday York University, Canada USA Organizer: Gustavo Didier 10:30-10:55 Dynamics of Hearing: 11:00-11:25 Facets and Relaxations Tulane University, USA The Active Ear of the Balanced Minimal Evolution Christopher Bergevin, York University, 10:30-10:55 Scaling Laws and Polytope Asymptotics in Single Particle Canada; Christopher Shera, Harvard Stefan Forcey, Logan Keefe, and William Modeling Medical School, USA Sands, University of Akron, USA Gustavo Didier, Tulane University, USA 11:00-11:25 Bifurcations of a Noisy 11:30-11:55 Stochastic Safety Radius 11:00-11:25 Diffusion and Transient Biological Oscillator are Associated on NJ and BME Methods for Small Binding with a Non-Linear Tether with Function Trees John Fricks, Pennsylvania State University, Daibhid O Maoileidigh, Joshua Salvi, and Jing Xi, North Carolina State University, USA AJ Hudspeth, Rockefeller University, USA USA 11:30-11:55 Linear Regression 12:00-12:25 Statistically-Consistent Analysis on FRAP and FCS and its 11:30-11:55 The 3D Wkb Method K-Mer Methods for Phylogenetic Tree Application to Anomalous Diffusion Applied for the Calculation of Reconstruction Processes on Cell Membranes Cochlear Viscous Fluid Loss and Seth Sullivant, North Carolina State Minchul Kang, St. Thomas University, Outer-Hair Cell Power Generation University, USA USA Yanli Wang, Stanford University, USA 12:00-12:25 Consequences of Organ of Corti Micro-Mechanics Jong Hoon Nam, University of Rochester, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 157

Wednesday, July 13 11:30-11:55 Developing Mathematical Wednesday, July 13 Models for Circadian and Sleep- MS61 Dependent Modulation of Pain MS62 Sofia Piltz, Technical University of Advances in Modeling Denmark, Denmark; Paige Ferguson, Modeling Neuronal Sleep-wake Behavior and University of Alabama, USA; Jennifer Dynamics on Complex Circadian Rhythms - Part I Kile, Rensselaer Polytechnic Institute, Networks USA; Natalia Toporikova, Washington and of II Lee University, USA; Megan Hastings 10:30 AM-12:30 PM Hagenauer and Victoria Booth, University 10:30 AM-12:30 PM Room:Webster - Lobby Level of Michigan, USA Room:Stone - Lobby Level Recent advances in imaging and recording 12:00-12:25 Modeling the Effects of technology have revealed various For Part 2 see MS74 Temperature on Sleep Patterns The past 10 years have seen the development architectures of neuronal circuits in Pamela B. Pyzza, Ohio Wesleyan University, the healthy and disease brain. Yet, it is of multiple, biophysically-based models USA; Selenne Banuelos, California of the neuronal processes regulating sleep- unclear how these complex structures of State University, Channel Islands, USA; interconnected neurons shape the neuronal wake cycling, circadian rhythms and their Janet Best, Ohio State University, USA; interactions. This minisymposium presents dynamics, information transfer, and Gemma Huguet, Universitat Politecnica de sensory processing. In the last few years, next generation studies based on these Catalunya, Spain; Alicia Prieto Langarica, models: novel multiscale models for the mathematical models of the network Youngstown State University, USA; Shelby structure and analysis of its dynamics have interaction of the intracellular circadian Wilson, Morehouse College, USA; Markus clock and electrophysiology of clock brought insights to these important issues. Schmidt, Ohio Sleep Medicine Institute, In this minisymposium, the speakers will neurons; new mathematical techniques to USA analyze the complex coupled oscillator address recent findings on the role that dynamics of these models; and applications connectivity structure plays in influencing that utilize the physiological basis of these the dynamics and function of neuronal

models to investigate diverse facets of sleep networks. Wednesday and circadian regulation, including sleep Organizer: Duane Nykamp patterning, temperature regulation, and University of Minnesota, USA effects on pain. Organizer: Christopher Kim Organizer: Victoria Booth Bernstein Center for Computational University of Michigan, USA Neuroscience, Germany Organizer: Cecilia Diniz Behn 10:30-10:55 Compressive Sensing Colorado School of Mines, USA Reconstruction of Feed-Forward 10:30-10:55 Reduced Dimensional Connectivity in Pulse-Coupled Map for the Circadian Regulation of Nonlinear Neuronal Networks Human Sleep Victor Barranca, Swarthmore College, Victoria Booth and Ismael Xique, University USA; Douglas Zhou, Shanghai Jiao Tong of Michigan, USA; Cecilia Diniz Behn, University, China; David Cai, Shanghai Colorado School of Mines, USA Jiao Tong University, China and Courant Institute of Mathematical Sciences, New 11:00-11:25 Patterns of Sleep-Wake York University, USA Behaviour: From Maps to Naps Anne Skeldon, Matthew Bailey, and Gianne 11:00-11:25 Rich Club Dynamics in Derks, University of Surrey, United Networks of Cortical Neurons Kingdom John M. Beggs, Indiana University, USA 11:30-11:55 Feedback Through Graph Motifs Relates Structure and Function in Complex Networks. Yu Hu, Harvard University, USA; Steven Brunton, University of Washington, USA; Nicholas Cain and Stefan Mihalas, Allen Institute for Brain Science, USA; J. Nathan Kutz and Eric Shea-Brown, University of Washington, USA 12:00-12:25 The Impact of Complex Network Structures on Seizure Activity Induced by Depolarization Block continued in next column Christopher Kim, Bernstein Center for Computational Neuroscience, Germany; Duane Nykamp, University of Minnesota, USA 158 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS63 MS64 CP10 The Role of Immunity in Applied Mathematics Ecology Shaping Disease Dynamics in the Pharmaceutical 10:30 AM-11:30 AM 10:30 AM-12:30 PM Industry - Part I of II Room:Revere - Lobby Level Room:Alcott - Mezzanine Level 10:30 AM-12:30 PM Chair: Leah Shaw, College of William and Traditional epidemiological models have Room:Adams - Mezzanine Level Mary, USA been successful in elucidating large-scale For Part 2 see MS77 10:30-10:45 Mathematics Applied To disease dynamics. However, recent work Applied Mathematics is rapidly emerging Cacti has demonstrated that the immune status as a key technology for the discovery Mark J. Debonis, Manhattan College, USA of individual hosts can indeed impact and development of therapeutics 10:50-11:05 Eco-Epidemiological epidemiological patterns. Here, we present within the Pharmaceutical industry. Model of the Salton Sea a spectrum of models that simultaneously This minisymposium has presentations Qamar J. Khan, Sultan Qaboos University, incorporate both immunity and about a broad spectrum of mathematical Oman; David Greenhalgh and Joseph epidemiology. We begin with conventional applications ranging from modeling and Pettigrew, University of Strathclyde, United epidemiological models that separate simulation, imaging, optimization and data Kingdom populations based on infection status and analytics. implicitly include immunological dynamics 11:10-11:25 Global Extinction Induced and progress to ones with a more explicit Organizer: Dean C. Bottino by Asymmetric Dispersal in Two-Patch accounting of such within-host processes. Takeda Pharmaceuticals North America, Model with Allee Effect The final models focus on the interface of USA Leah Shaw, Margaret Swift, and Junping Shi, College of William & Mary, USA within- host and between-host scales and Organizer: Jeffrey Saltzman highlight the resulting mathematical and AstraZeneca, USA biological challenges. Organizer: Andrew Stein Organizer: Lauren Childs Novartis Institutes for Biomedical Harvard Chan School of Public Health, Research, USA USA 10:30-10:55 A Brief Introduction to 10:30-10:55 Rabies Persistence Wednesday Some Mathematics of Data Privacy in Vampire Bats: Immunity, Jeffrey Saltzman, AstraZeneca, USA Pathogenesis, and Immigration Julie Blackwood, Williams College, USA 11:00-11:25 Mathematical Modeling to Aid Enterprise 11:00-11:25 Epidemiological Wide Decision Making for Drug Signatures of Imperfect Vaccines in Discovery, Manufacturing, and Structured Populations Marketing Felicia Magpantay, University of Ansu Bagchi, Merck & Co., Inc., USA Manitoba, Canada 11:30-11:55 Stuff I Wish I Had 11:30-11:55 Inferring Cross-Immunity Paid Better Attention to in Grad in Multi-Pathogen Systems School: Lessons Learned from Souray Shrestha, Johns Hopkins Mathematical Modeling in Cancer University, USA Drug Development 12:00-12:25 Emerging Disease Dean C. Bottino, Takeda Pharmaceuticals Dynamics in a Model Coupling North America, USA Within-Host and Between-Host 12:00-12:25 Exploring Model and Systems Clinical Trial Uncertainty Using Zhilan Feng, Purdue University, USA Virtual Populations Richard Allen, Pfizer Inc., USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 159

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 CP11 Lee Segel Forum MS65 Infection, Disease and 2:00 PM-2:45 PM Multiscale Modeling Epidemiology - Part II Room:Harbor Ballroom II and III - of Cellular Dynamics - Conference Level 10:30 AM-12:10 PM Part II of II Room:Hale - Mezzanine Level 4:00 PM-6:00 PM Chair: Jason Davis, University of Intermission Room:Harbor Ballroom I - Conference California, Merced, USA Level 2:45 PM-3:00 PM 10:30-10:45 Modeling Treatment of For Part 1 see MS52 RSV with TMC353121 Cells must perform functions that Gilberto C. Gonzalez-Parra, Texas require highly coordinated chemical and Christian University, USA; Filip De mechanical processes. Regulation of Ridder, Dymphy Huntjens, and Gabriela SP3 the actin cytoskeleton through signaling Ispas, Janssen Pharmaceutica, Belgium; W.T. and Idalia Reid Prize in proteins is how cells achieve the plasticity Hana Dobrovolny, Texas Christian needed to accomplish functions such as University, USA Mathematics growth and directed motion. While much 10:50-11:05 A Mathematical 3:00 PM-3:30 PM is known about the individual components Model for the Interactions Between in cells, such as the rate of chemical Room:Grand Ballroom - Concourse Level Plasmodium Falciparum Malaria reaction or the force generated by a single Parasite and Host Immune Response Chair: Pamela Cook, University of molecular motor, little is known about Baoling Ma, Millersville University of Delaware how these components work together. In Pennsylvania, USA; Chuan Li, West Abstract not available at time of this session, we present recent models on

Chester University, USA; Jack Warner, publication. multiple time and length scales used to Wednesday Millersville University of Pennsylvania, study cellular signaling, cytokinesis, and USA; Alicia Parkinson, West Chester Ioannis Kevrekidis migration. Princeton University, USA University, USA Organizer: Wanda Strychalski 11:10-11:25 Extinction Pathways in a Case Western Reserve University, USA Stochastic Ebola Model Garrett Nieddu, Montclair State University, Organizer: Calina A. Copos Coffee Break University of California, Davis, USA USA; Simone Bianco, IBM Research, USA; Lora Billings and Eric Forgoston, 3:30 PM-4:00 PM 4:00-4:25 The Role of Cytoplasmic Montclair State University, USA; James Room:Galleria Level Rheology in Blebbing Dynamics Kaufman, IBM Research, USA Wanda Strychalski, Case Western Reserve University, USA; Robert D. Guy, 11:30-11:45 RNA Recombination University of California, Davis, USA Enhances Adaptability and is Required for Virus Spread and 4:30-4:55 A Computational Model Virulence of YAP/TAZ Mechano-Sensing Simone Bianco, IBM Research, USA; Mechanism Yinghong Xiao, Igor Rouzine, and Raul Meng Sun, Boston University, USA Andino, University of California, San 5:00-5:25 A Role of Functional Francisco, USA Heterogeneity of Endothelial Cells 11:50-12:05 A Stochastic Two-Hit in Stabilization of Vascular Tube Model of Prion Disease Formations Jason K. Davis and Suzanne Sindi, Denis Tsygankov, Georgia Institute of University of California, Merced, USA Technology and Emory University, USA; Adriana Beltran, Christopher Dibble, Tim Elston, and Gary Johnson, University of North Carolina at Chapel Lunch Break Hill, USA 12:30 PM-2:00 PM 5:30-5:55 Force Generation and Contraction of Random Actomyosin Attendees on their own Rings Dietmar Oelz, Courant Institute of Mathematical Sciences, New York University, USA 160 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS66 MS67 MS68 Macroscale Consequences Celebrating Charles S. Molecular Biosciences and of Microbial Interactions - Peskin’s 70th Birthday: Biophysics: Electrostatics Part II of II The Immersed Boundary Computing and 4:00 PM-6:00 PM Method and its Extensions - Applications Room:Harbor Ballroom II - Conference Part II of II 4:00 PM-6:00 PM Level 4:00 PM-6:00 PM Room:Burroughs - Conference Level For Part 1 see MS53 Room:Harbor Ballroom III - Conference Electrostatics, as long rang interactions The heterogeneous microscale environments Level with abundant presence, are critical in of bacteria and other microbes are a rich determining biological functions and For Part 1 see MS54 field of study that lends a radical perspective structures at both the molecular and cellular Mathematical modeling and computer on environments such as the ocean. While levels. Structural biologists inevitably simulation play an important role in laboratory experiments are frequently consider the effect of electrostatics in the study of diverse biological systems able to deconstruct these microscale studying protein solvation, protein folding, across a very broad range of scales, interactions, it is increasingly necessary protein-protein interactions, ion-channels, from molecular to environmental. to turn to mathematical models in order to cell-cell interactions, etc. Meanwhile, This minisymposium is a part of series understand the outcome of these fundamental attracted by electrostatics related scientific of minisymposia celebrating Charles interactions at levels that directly impact significances and computational challenges, Peskin’s 70th birthday as well as his humans. This minisymposium focuses on numerical analysts actively seek numerical many contributions to the development the mathematical modeling used to study methods for accurate and efficient and application of mathematical methods the consequences of physical & chemical computing. We bring together experts and models in the life sciences. Talks in interactions of microbes, between themselves in addressing different aspects of these this minisymposium focus on methods and with structured environments. It brings problems, methods, and applications. together speakers from a broad range of for modeling fluid-structure interaction, marine and terrestrial settings. especially the immersed boundary (IB) Organizer: Weihua Geng method and its extensions, and their Southern Methodist University, USA Organizer: Gabriel Juarez application to biological fluid dynamics. 4:00-4:25 Quanitfying the

Wednesday University of Illinois at Urbana-Champaign, Conformational Fluctuation Induced USA Organizer: Boyce E. Griffith University of North Carolina at Chapel Uncertainty in Biomolecular Solvation Organizer: Vicente I. Hill, USA Huan Lei and Nathan Baker, Pacific Northwest National Laboratory, USA; Fernandez Organizer: Samuel A. ETH Zürich, Switzerland Xiantao Li, Pennsylvania State University, Isaacson USA 4:00-4:25 Biodegradation of Dispersed Boston University, USA Crude Oil Droplets by Diffusive 4:30-4:55 Accurate and Reliable Encounters with Non-Motile Microbes 4:00-4:25 Computing Insect Flight Poisson-Boltzmann Solvation and in Marine Environments Jane Wang, Cornell University, USA Binding Energy Calculations Gabriel Juarez, University of Illinois at 4:30-4:55 Error Estimates for Finite Duc Nguyen, Bao Wang, and Guo-Wei Wei, Urbana-Champaign, USA; Vicente I. Difference Methods Applied to Michigan State University, USA Fernandez and Roman Stocker, ETH Navier-Stokes Flow with Interfaces 5:00-5:25 PKa Computing with Zürich, Switzerland Thomas Beale, Duke University, USA Treecode Accelerated Boundary 4:30-4:55 A Numerical Study of Fluid 5:00-5:25 Modeling and Simulation Integral (TABI) Poisson-Boltzmann Transport by Migrating Zooplankton of an Elastic Sheet with a Non- Solver Aggregations Newtonian Fluid Weihua Geng, Southern Methodist Monica Martinez, University of California, Luoding Zhu, Indiana University - Purdue University, USA; Robert Krasny, Riverside, USA; John Dabiri, Stanford University Indianapolis, USA University of Michigan, USA University, USA; Janna Nawroth, Harvard 5:30-5:55 Stochastic Immersed 5:30-5:55 Comparison of PB Solvers University, USA Boundary Methods for Fluid- Using CG and DG Methods 5:00-5:25 Ferromagnetic and Structure Interactions Subject to Weishan Deng and Jin Xu, Chinese Antiferromagnetic Order in Bacterial Thermal Fluctuations Academy of Sciences, China Vortex Lattices Paul J. Atzberger, University of California, Jorn Dunkel, Massachusetts Institute of Santa Barbara, USA Technology, USA 5:30-5:55 Simulating a Post- Fragmentation Probability Density Function for Microbial Flocculation Eric Kightley and David M. Bortz, University of Colorado Boulder, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 161

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS69 MS70 MS71 Finite Element Methods in Recent Advances in Molecular Bioscience and the Life Sciences Predicting Cardiovascular Biophysics--Topological 4:00 PM-6:00 PM Dynamics - Part I of III and Geometric Methods Room:Carlton - Conference Level 4:00 PM-6:00 PM 4:00 PM-6:00 PM The utilization of finite element methods Room:Griffin - Conference Level Room:Lewis - Conference Level in the life sciences enables efficient, large For Part 2 see MS82 In the last couple of decades, an enormous scale, investigation and medical discovery Accurate prediction of cardiovascular amount of experimental data has been on complicated geometric domains. We dynamics remains an important problem, collected from biochemistry and molecular highlight several uses of finite element especially with the growing need for biology. This has allowed for a transition methods in the life sciences; specifically in trustworthy patient-specific models for from the traditional qualitative description applications to the dynamics of bio-fluids use in clinical decision-making. This in biomolecular sciences to quantitative data and bio-tissue, to coupled bio-fluid / bio- minisymposium will focus on recent driven analysis. This minisymposium will tissue interactions, and to patterning and mathematical and computational advances in focus on recent advances in topological and morphology in developmental biology. predicting cardio¬vascular dynamics using geometric methods of the macromolecular Numerical methods will be discussed and a variety of models ranging from system structure and function, molecular flexibility, computational results, pertinent to medical level 0D models to 3D models of blood and dynamical interactions. The topics research collaborators, will be presented. flow. Topics will include modeling aspects, include topological characterizations of Organizer: Travis B. Thompson numerical methods, parameter estimation DNA/RNA structures, including DNA knots Rice University, USA and uncertainty quantification techniques and links, DNA self-assembly processes, for a wide range of cardiovascular-related viral capsids and their assembly, rigidity Organizer: Annalisa Quaini applications, including whole-body modeling analysis, and other structural properties. The Wednesday University of Houston, USA of hemorrhagic shock, assimilation of patient symposium will emphasize the application Organizer: Martina Bukac data to circulation networks, cardiovascular of topological and geometric models, their University of Notre Dame, USA coupling, developing clinical protocols for methods and algorithms, in understanding of noninvasive hemodynamic assessment and biomolecular systems. Organizer: Krishna Garikipati neurovascular modeling. University of Michigan, Ann Arbor, USA Organizer: Kelin Xia Michigan State University, USA 4:00-4:25 A Discontinuous Galerkin Organizer: Andrea Arnold North Carolina State University, USA Method for the Poroelastic Modeling Organizer: Natasha Jonoska of Intestinal Edema Formation Organizer: Mette S. Olufsen University of South Florida, USA Travis B. Thompson and Beatrice Riviere, North Carolina State University, USA 4:00-4:25 Detection and Modeling Rice University, USA Organizer: Muhammad U. of Structural Components Using 3D Images Derived from Cryo-Electron 4:30-4:55 Simulation of Fluid- Qureshi Structure Interaction Problems Arising Microscopy North Carolina State University, USA Hemodynamics Jing He, Old Dominion University, USA 4:00-4:25 In-Silico Models of Annalisa Quaini, University of Houston, 4:30-4:55 Topological Method for Neurovascular Coupling USA Exploring Low-Density States in Tim David, University of Canterbury, New Biomolecular Folding Pathways 5:00-5:25 On Patterning and Zealand Morphology in Developmental Yuan Yao, Peking University, China 4:30-4:55 Whole-Body Cardiovascular Biology 5:00-5:25 Analyzing Biological Data Systems Modeling of Hemorrhagic Krishna Garikipati, University of Michigan, via Topological Terrain Metaphors Shock USA Yusu Wang, Ohio State University, USA Brian Carlson, Hakam Tiba, and Kevin Ward, 5:30-5:55 A Numerical Approach University of Michigan, Ann Arbor, USA 5:30-5:55 Controlling 3D Structure to Quantifying Risk Factors for with DNA Information 5:00-5:25 CLOCK 3111 T/C Genetic Progression of Aortic Intramural Nadrian Seeman, New York University, Variants Impact Circadian Regulation Hemorrhage USA Martina Bukac, Zhiliang Xu, and Mark S. on Cardiac Autonomic Function Alber, University of Notre Dame, USA Kun Hu, Harvard Medical School, USA 5:30-5:55 Parametric Uncertainty and Global Sensitivity Analysis in a Model of the Carotid Bifurcation: Identification and Ranking of Most Sensitive Model Parameters Stefan Bernhard, Pforzheim University of Applied Sciences, Germany; Rahim Gul, Freie Universitaet Berlin, Germany 162 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS72 MS73 MS74 Advances in Mathematical Geometric Phylogenetics - Advances in Modeling Models of Hearing - Part II of II Sleep-Wake Behavior and Part II of II 4:00 PM-6:00 PM Circadian Rhythms - Part II of II 4:00 PM-5:30 PM Room:Paine - Lobby Level Room:Hancock - Lobby Level For Part 1 see MS60 4:00 PM-6:00 PM One of the great opportunities offered by For Part 1 see MS59 Room:Stone - Lobby Level modern genomics is that phylogenetics The inner ear is an active system, using For Part 1 see MS61 applied on a genomic scale (phylogenomics) energy to biomechanically improve and The past 10 years have seen the development should be especially powerful for elucidating extend its dynamic range of operation. of multiple, biophysically-based models gene and genome evolution, relationships Theoretical study of these processes has been of the neuronal processes regulating sleep- among species and populations, and challenging, given limited physiological data wake cycling, circadian rhythms and their processes of speciation and molecular due to the difficulty of direct measurement. interactions. This minisymposium presents evolution. Several mathematical fields Recent advancements in measurement next generation studies based on these not classically considered part of applied technology however have provided crucial models: novel multiscale models for the mathematics have contributed in recent new empirical insights that inform and place interaction of the intracellular circadian clock years to the study of a variety of biological important constraints on theory. The theme and electrophysiology of clock neurons; problems. One such field is algebraic of this symposium is twofold: explore these new mathematical techniques to analyze geometry. The minisymposium will be a recent theoretical developments of active the complex coupled oscillator dynamics of meeting point for students and leaders in the auditory function, as well as how such these models; and applications that utilize field. models motivate new directions in applied the physiological basis of these models to mathematics (e.g., emergent dynamics from Organizer: Ruriko Yoshida investigate diverse facets of sleep and circadian coupled nonlinear oscillators). University of Kentucky, USA regulation, including sleep patterning, temperature regulation, and effects on pain. Organizer: Christopher Organizer: Terrell Hodge Bergevin Western Michigan University, USA Organizer: Victoria Booth York University, Canada 4:00-4:25 Convex Hulls in Tree Space University of Michigan, USA Wednesday Organizer: Christopher Megan Owen, Lehman College, CUNY, Organizer: Cecilia Diniz Behn USA; Anna Lubiw and Daniela Maftuleac, Colorado School of Mines, USA Bergevin University of Waterloo, Canada York University, Canada 4:00-4:25 Mathematical Modeling 4:30-4:55 Modelling with Brownian 4:00-4:25 Investigating the of Sleep/Wake Architecture in Motion on Tree-Space Spontaneous Emission of Sounds Adolescence Tom Nye, Newcastle University, United by the Mammalian Ear Using a Cecilia Diniz Behn and Nora Stack, Colorado Kingdom Computational Model School of Mines, USA; Victoria Booth, Julien Meaud and Thomas Bowling, Georgia 5:00-5:25 Developing a Statistically University of Michigan, USA Institute of Technology, USA Powerful Measure for Phylogenetic 4:30-4:55 Explaining the Fragmentary Tree Inference Using Phylogenetic 4:30-4:55 Mode Conversion in the Nature of Human Sleep Using a Sleep/ and Markov Invariants Cochlea Wake Model That Includes Orexin Amelia Taylor, Colorado College, USA Richard Chadwick, National Institutes of Dynamics Health, USA; Jessica Lamb, U.S. Food 5:30-5:55 Improving Quartet Based Andrew J. Phillips, Sandeep Silwal, and and Drug Administration, USA Approaches in Phylogenetics Klerman Elizabeth, Brigham and Women’s Joseph P. Rusinko, Hobart and William Hospital and Harvard Medical School, 5:00-5:25 Intracochlear Pressure and Smith Colleges, USA USA; Matt Bianchi, Massachusetts General Voltage Measurements Support Dual- Hospital and Harvard Medical School, USA Mode Cochlear Models Elizabeth S. Olson, Columbia University, 5:00-5:25 Intra- and Intercellular Roles USA of Hyperexcitation in Circadian Clock Neurons Casey Diekman, New Jersey Institute of Technology, USA 5:30-5:55 Sleep to Save Energy or to Use Energy? Solving the Paradox Markus Schmidt, Ohio Sleep Medicine Institute, USA; Theodore Swang, Ian Hamilton, and Janet Best, Ohio State University, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 163

Wednesday, July 13 Wednesday, July 13 5:00-5:25 Vector-Host Models of Coinfection: Implications of Density MS75 MS76 Dependence in Vectors Vrushali A. Bokil, Oregon State University, Modeling Olfactory Systems Population Viability of USA; Margaret-Rose Leung, University 4:00 PM-6:00 PM Endangered Plant Species of Washington, USA; Elizabeth Borer, University of Minnesota, USA Room:Webster - Lobby Level Subject to Multiple Stressors 5:30-5:55 Maximizing Tree Harvesting Olfaction is arguably the most primitive 4:00 PM-6:00 PM Benefit from Forests Under Insect sense, and thus we find structural and Room:Alcott - Mezzanine Level Infestation Stressor functional similarities among the olfactory Maria Leite, University of South Florida, systems of many animals, from insects to The study of the synergetic effect of multiple St. Petersburg, USA; Benito Chen- mammals. The speakers in this session will simultaneous stressors on the behavior of Charpentier, University of Texas at present several approaches to modeling some an endangered plant species system is not Arlington, USA; Folashade Agusto, of the underlying mechanisms believed to be well understood and is a challenging but University of Kansas, USA involved in olfactory process, focusing on the critical task that must be undergone. The network behaviors of the antennal lobe and response of ecological systems to multiple olfactory bulb. stressors is a relatively new and exciting topic in ecology and of great importance Organizer: Pamela B. Pyzza in conservation for practical reasons. This Ohio Wesleyan University, USA minisymposium aims to inspire novel ideas Organizer: Mainak Patel and encourage new collaborations between College of William & Mary, USA mathematicians, ecologists and conservation biologists at different career stages, facilitate 4:00-4:25 Coding of Odors by the scientific interactions between young Temporal Binding Within the Locust researchers working at the interface of Antennal Lobe mathematics and ecologists and senior Mainak Patel, College of William & Wednesday researchers. Mary, USA; Aaditya Rangan and David Cai, Courant Institute of Mathematical Organizer: Maria Leite Sciences, New York University, USA University of South Florida, St. Petersburg, 4:30-4:55 Role of Periglomerular USA Circuits in Shaping Olfactory Bulb Organizer: Benito Chen- Responses: A Modeling Study Charpentier Alla Borisyuk, University of Utah, USA University of Texas at Arlington, USA 5:00-5:25 Intrinsic and Network Mechanisms Constrain Neural Organizer: Orou Gaoue University of Hawaii, Manoa, USA Synchrony in the Moth Antennal Lobe Adi Rangan, Courant Institute of Organizer: Folashade Agusto Mathematical Sciences, New York University of Kansas, USA University, USA 4:00-4:25 Mathematical Modeling of 5:30-5:55 Idealized Models of Insect Plants under Multiple Stressors Olfaction Benito Chen-Charpentier, University of Gregor Kovacic, Rensselaer Polytechnic Texas at Arlington, USA Institute, USA; Pamela B. Pyzza, Ohio 4:30-4:55 Collective Intelligence- Wesleyan University, USA; David Cai, Based Early Warning in a Multi- Shanghai Jiao Tong University, China Stressor Rice Cultivation Environment and Courant Institute of Mathematical Frederic Andres, National Institute of Sciences, New York University, USA Informatics, Japan; Oscar Silva Filho, Centro de Tecnologia da Informação Renato Archer - CTI, Brazil

continued in next column 164 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Wednesday, July 13 Wednesday, July 13 Wednesday, July 13 MS77 CP12 CP13 Applied Mathematics in the Neuroscience and Infection, Disease and Pharmaceutical Industry - Excitable Dynamics Epidemiology - Part III Part II of II 4:00 PM-5:20 PM 4:00 PM-5:40 PM 4:00 PM-6:00 PM Room:Revere - Lobby Level Room:Hale - Mezzanine Level Room:Adams - Mezzanine Level Chair: Andrea J. Welsh, Georgia Institute Chair: To Be Determined For Part 1 see MS64 of Technology, USA 4:00-4:15 Intervention Strategies for Applied Mathematics is rapidly emerging 4:00-4:15 Crowds as an Excitable Epidemics: Does Ignoring Time Delay as a key technology for the discovery Medium for Spiral Wave Dynamics Lead to Incorrect Predictions? and development of therapeutics within Andrea J. Welsh and Flavio Fenton, Adrienna Bingham and Leah Shaw, College the Pharmaceutical industry. This Georgia Institute of Technology, USA of William & Mary, USA minisymposium has presentations about a 4:20-4:35 Modeling Transmission broad spectrum of mathematical applications 4:20-4:35 Analysis of Complex Bursting Patterns in Multiple Time Dynamics of Ebola Virus Disease ranging from modeling and simulation, Mudassar Imran and Ali Ansari, Gulf imaging, optimization and data analytics. Scale Respiratory Neuron Models Yangyang Wang, University of Pittsburgh, University for Science and Technology, Organizer: Dean C. Bottino USA Kuwait Takeda Pharmaceuticals North America, 4:40-4:55 Bifurcation Analysis in the 4:40-4:55 An Optimal Control USA Hypothalamic-Pituitary-Adrenal Axis Strategy for the Spread of Hepatitis Organizer: Jeffrey Saltzman Including Gulcocorticoid Receptor B Virus Infection in Areas of High AstraZeneca, USA Complex Endemicity Pengcheng Xiao, University of Evansville, Tunde Tajudeen Yusuf, Clara Ijalana, and Organizer: Andrew Stein USA Olubode K. Koriko, Federal University of Novartis Institutes for Biomedical Research, Technology, Akure, Nigeria USA 5:00-5:15 Triangulating Neurons: Spatial Localization via Extracellular 5:00-5:15 Investigating the Impact of 4:00-4:25 Adapting a Classical TMDD Recordings Hiv and Malaria Co-Infection Model into a Systems Pharmacology Patrick Greene, Kevin K. Lin, and Jean- Nicholas J. Roberts, Elyse Conley, and Ryan Wednesday Approach Marc Fellous, University of Arizona, Maziarz, Arizona State University, USA; Ruth Abrams and Karim Azer, Sanofi, France USA John D. Nagy, Scottsdale Community 4:30-4:55 Mathematics in Cancer College and Arizona State University, Therapy Development USA Helen Moore, Bristol-Myers Squibb, USA; 5:20-5:35 Fractional-Order SIR Models Urszula Ledzewicz, Southern Illinois Derived from a Stochastic Process University, USA Anna V. Mcgann, Bruce I. Henry, and 5:00-5:25 Assessing the Identifiability Christopher N. Angstmann, University of of Models for Monoclonal Antibody New South Wales, Australia Target Mediated Drug Disposition (tmdd) Using a New Metric of Drug Potency. Andrew Stein, Novartis Institutes for Biomedical Research, USA 5:30-5:55 How Complex Do Mathematical Models Need to Be in Order to Be Useful? Anna Georgieva Kondic, Merck & Co., Inc., USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 165

Wednesday, July 13 Thursday, July 14 Thursday, July 14 SP4 IC8 I. E. Block Community Parkinsonian Oscillations: Registration Lecture: Toy Models A Computational View 8:00 AM-4:30 PM 6:15 PM-7:15 PM 9:15 AM-10:00 AM Room:Concourse Level Room:Grand Ballroom - Concourse Level Room:Harbor Ballroom II and III - Chair: To Be Determined Conference Level Would you like to come see some toys? Chair: Peter J. Thomas, Case Western ‘Toys’ here have a special sense: objects IC7 Reserve University, USA of daily life which you can find or make Parkinson’s disease is a debilitating in minutes, yet which, if played with Title Not Available at Time condition causing highly disruptive motor imaginatively, reveal surprises that keep of Publication complications. It also provides a range scientists puzzling for a while. We will see 8:30 AM-9:15 AM of opportunities for the application of table-top demos of many such toys and visit computational and mathematical methods some of the science that they open up. The Room:Harbor Ballroom II and III - to provide a better understanding of the common theme is singularity. Conference Level mechanisms involved and to optimize Tadashi Tokieda Chair: John M. Burke, Applied Biomath, therapeutic approaches. In particular, there University of Cambridge, United Kingdom USA are questions to address concerning the origins of parkinsonian changes in neural and Stanford University, USA Abstract not available at time of synchrony, oscillations, and correlations, publication. the translation of these changes into motor Sandy Allerheiligen pathologies, the effects of therapeutic Community Reception Merck Research Laboratories, USA interventions involving brain stimulation that somehow alter this activity, and the derivation 7:15 PM-8:15 PM of control strategies. I will discuss my Room:Pavilion and Grand Ballroom - perspective on some of these challenges and Concourse Level highlight some examples of approaches to tackling them. Jonathan E. Rubin

University of Pittsburgh, USA Thursday

Exhibit Hall Open 9:30 AM-4:30 PM Room:Galleria Level

Coffee Break 10:00 AM-10:30 AM Room:Galleria Level 166 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Thursday, July 14 Thursday, July 14 Thursday, July 14 MT1 MS78 MS79 Pharmacological Modeling Cytoskeletal Organization Fluid-Structure Interaction for Drug Discovery - and Growth Dynamics for Propulsion, Transportation Part I of II 10:30 AM-12:30 PM and Locomotion - Part I of II 10:30 AM-12:30 PM Room:Harbor Ballroom I - Conference 10:30 AM-12:30 PM Room:Harbor Ballroom III - Conference Level Room:Harbor Ballroom II - Conference Level The cytoskeleton is a dynamic network of Level Abstract not available at time of protein filaments and associated proteins For Part 2 see MS92 publication. that provides cells with structural support Fluids are the natural environment of almost John M. Burke and participates in fundamental cellular every organism and fluid structure interaction Applied Biomath, USA processes including intracellular transport, problems are ubiquitous in many area of cell motility, cell organization, and biology and geology. As fluid dynamics chromosome partitioning. Much has been plays an important role in propulsion, accomplished in the study of cytoskeletal transport and locomotion, many important components and their interactions, but fluids and material exhibit nonlinearities further predictive understanding of the and other complex properties. The aim of systems that emerge from these components this minisymposium is to present examples is needed. Mathematical approaches have of such behavior and the techniques use to contributed to the current understanding, and address these problems. will be needed to address open questions. In this minisymposium, modelers and Organizer: Longhua Zhao experimentalists will present recent work Case Western Reserve University, USA on different aspects of the organization and 10:30-10:55 Volume Effect for Particles growth dynamics of cytoskeletal polymers. Transported in Highly Viscous Fluids Longhua Zhao, Case Western Reserve Organizer: Ava J. Mauro University, USA University of Massachusetts, Amherst, USA 11:00-11:25 Swimming Speeds of Organizer: Erin M. Jonasson Filaments in Viscous Fluids with University of Notre Dame, USA Resistance Organizer: Holly Goodson Nguyenho Ho, Worcester Polytechnic University of Notre Dame, USA Institute, USA; Karin Leiderman, University of California, Merced, USA; 10:30-10:55 Spatial Pattern Formation Sarah D. Olson, Worcester Polytechnic in Microtubule Post-Translational Institute, USA Thursday Modifications and the Tight Localization of Motor-Driven Cargo 11:30-11:55 How Focused Flexibility Jun Allard, University of California, Davis, Maximizes the Thrust Production of USA; Abdon Iniguez, University of Flapping Wings California, Irvine, USA Matthew N. Moore, Florida State University, USA 11:00-11:25 Microtubule Nucleation in Mitosis 12:00-12:25 Near Wall Motion of Daniel Needleman, Harvard University, USA Undulatory Swimmers in Non- Newtonian Fluids 11:30-11:55 Mesoscopic Modeling Arezoo Ardekani and Gaojin Li, Purdue of Polymer Transport in an Array of University, USA Entropic Barriers Anastasios Matzavinos, Brown University, USA 12:00-12:25 A Two-Protofilament Markov Chain Model of Microtubule Dynamic Instability Shant Mahserejian, University of Notre Dame, USA; Ava J. Mauro, University of Massachusetts, Amherst, USA; Erin M. Jonasson, Chunlei Li, Holly Goodson, and Mark S. Alber, University of Notre Dame, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 167

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS80 MS81 MS82 Molecular Biosciences Modeling and Simulation of Recent Advances in and Biophysics – Viscoelastic Fluid-Structure Predicting Cardiovascular Macromolecular Structures Interactions in Biomaterials Dynamics - Part II of III and Interactions - Part I of II 10:30 AM-12:00 PM 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:Carlton - Conference Level Room:Griffin - Conference Level Room:Burroughs - Conference Level Viscoelastic fluid-structure interactions For Part 1 see MS70 For Part 2 see MS93 are important in many biological systems For Part 3 see MS95 Molecular based mathematical biology has such as bacterial biofilms and blood flow. Accurate prediction of cardiovascular been emerging as one of the most promising Simulating viscoelastic biological materials dynamics remains an important problem, interdisciplinary research areas in the is challenging as dynamic effects often especially with the growing need for interface of mathematics and biology, driven occur over a wide range of time scales and, trustworthy patient-specific models for by the fact that most experimental research microscale spatial heterogeneity can lead use in clinical decision-making. This in the life sciences is based on molecular to complicated bulk material properties. minisymposium will focus on recent biology or molecular level understanding. Recent advances have lead to several varied mathematical and computational advances in This minisymposium will focus on recent approaches to modeling viscoelastic fluid- predicting cardio¬vascular dynamics using a advances on a variety of modeling and structure interactions in biological systems. variety of models ranging from system level computation developments for studying In particular, phase field models and 0D models to 3D models of blood flow. Topics macromolecular structures and interactions. variations of the immersed boundary method will include modeling aspects, numerical Example topics include molecular dynamics, have found success in biological fluids methods, parameter estimation and uncertainty implicit solvation models, biomolecular applications. In this minisymposium, recent quantification techniques for a wide range of solvation, charge transport, protein folding, advances in the modeling and simulation cardiovascular-related applications, including protein flexibility, protein-protein interaction, of viscoelastic fluid-structure interactions in whole-body modeling of hemorrhagic molecular docking, protein design, drug biomaterials will be presented. shock, assimilation of patient data to circulation networks, cardiovascular coupling, design etc. Emphasis will be placed not Organizer: Jay A. Stotsky only on mathematical theories and methods, developing clinical protocols for noninvasive University of Colorado Boulder, USA but also on biomolecular simulations and hemodynamic assessment and neurovascular software developments. 10:30-10:55 An Immersed Boundary modeling. Method Biofilm Model with Organizer: Shan Zhao Heterogeneous Rheology Organizer: Andrea Arnold Thursday University of Alabama, USA Jay A. Stotsky and David M. Bortz, North Carolina State University, USA Organizer: Julie Mitchell University of Colorado Boulder, USA Organizer: Mette S. Olufsen University of Wisconsin, Madison, USA 11:00-11:25 Effective Viscoelastic North Carolina State University, USA 10:30-10:55 Data Driven Approaches Modulus of Layered Biofilms Organizer: Muhammad U. to Molecular Biophysics Rangarajan Sudarsan, University of Guelph, Canada Qureshi Julie Mitchell, University of Wisconsin, North Carolina State University, USA Madison, USA 11:30-11:55 Numerical Investigation 10:30-10:55 Characterizing the of Evolution of the Biofilm Streamers 11:00-11:25 An Energy-Law Preserving Pulmonary Vasculature During the Kareem K. Abdelshafy and Alireza Karimi, Scheme for PNP Equations Progression of PAH Northeastern University, USA Xiaofan Li, Julienne Kabre, and Allen Daniela Valdez-Jasso, University of Ilinois at Flavell, Illinois Institute of Technology, Chicago, USA USA 11:00-11:25 Advances in 1D 11:30-11:55 Quotients of Euclidean Cardiovascular Fluid Dynamics Groups by Space Groups Modeling with Applications to Protein Mette S. Olufsen, North Carolina State Crystallography University, USA Gregory Chirikjian, Johns Hopkins University, USA 11:30-11:55 On Deriving a New Clinical Protocol for Noninvasive Assessment 12:00-12:25 Geometric and of the Aortic Blood Pressure Waveform Topological Analysis of Molecular Using 1D Modeling Rigidity Functions Samuel Vennin, King’s College, United Lin Mu, Oak Ridge National Laboratory, Kingdom USA 12:00-12:25 Computational Modeling of a New Paradigm for Local Blood Flow Regulation Laura Ellwein Fix, Virginia Commonwealth University, USA 168 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Thursday, July 14 Thursday, July 14 11:00-11:25 State of the Art Combined EEG/MEG Source Analysis for MS84 Successful Presurgical Epilepsy MS83 Diagnosis Mathematical Analysis State of the Art Carsten H. Wolster, University of Muenster, of Biochemical Reaction Computational Germany Networks - Part I of II Methodologies for 11:30-11:55 A BeamFormer for Source Mathematical Models Localization in ElectroCOrticoGraphy 10:30 AM-12:30 PM Annalisa Pascarella, Istituto per le of Human Brain Room:Lewis - Conference Level Applicazioni del Calcolo “Mauro Picone”, Electrophysiology, Italy For Part 2 see MS96 Mathematical models of biochemical systems Hemodynamics and 12:00-12:25 Personalized Simulation of arising in systems biology are often difficult Metabolism - Part I of II Cortical Spreading Depression Julia Kroos, Basque Center for Applied to analyze due to parameter uncertainty, 10:30 AM-12:30 PM high degree of nonlinearity, and the Mathematics, Spain overwhelming size of the involved systems. Room:Hancock - Lobby Level The focus of our minisymposium will be For Part 2 see MS97 on systematic mathematical approaches for Mathematical models play an increasingly analyzing and reducing the complexity of important role in understanding how such systems. We will consider both the human brain works because of the intrinsic deterministic and stochastic models, and difficulties of performing direct observations. address recent research topics such as: (i) In recent years, mathematical models have multistationarity/multistability; (ii) parameter been used to infer on the energetic cost identifiability; (iii) model reduction; and (iv) of brain stimulation, to identify regions dynamical approaches. of brain activity during rest or specific Organizer: Nicolette Meshkat protocols and the mechanism eliciting North Carolina State University, USA hemodynamic changes in response to electrophysiological activation. We present Organizer: Matthew D. state-of-art computational mathematical Johnston models to investigate different aspects of San Jose State University, USA human brain, including electrophysiology, 10:30-10:55 A Proof of the Global metabolism and hemodynamics, their mutual Attractor Conjecture and the interactions and their relevance to advance Permanence Conjecture our understanding of the brain in normal and Gheorghe Craciun, University of Wisconsin, diseased states. Madison, USA Organizer: Luca Gerardo

Thursday 11:00-11:25 Medium Time Behavior Giorda of Stochastically Modeled Reaction Basque Center for Applied Mathematics, Networks with Absolute Concentration Spain Robustness David F. Anderson, University of Wisconsin, Organizer: Daniela Calvetti Madison, USA Case Western Reserve University, USA 11:30-11:55 Signs of Sensitivities Organizer: Erkki Somersalo in Post-Translational Modification Case Western Reserve University, USA Systems 10:30-10:55 Quantification of Janne Kool, University of Copenhagen, Uncertainty of Cerebral Metabolic Denmark Steady State 12:00-12:25 Multistationarity in Erkki Somersalo, Case Western Reserve Chemical Networks with Generalized University, USA Mass-Action Kinetics Stefan Mueller, RICAM, Austrian Academy of Sciences, Austria

continued in next column 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 169

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS85 MS86 MS87 Combining Measurements, Mathematical Neurology PRCs and Phase Models in Models and Simulations and Psychiatry - Part I of II Neuroscience - Part I of II to Understand Biological 10:30 AM-12:30 PM 10:30 AM-12:30 PM Systems Room:Stone - Lobby Level Room:Webster - Lobby Level 10:30 AM-12:30 PM For Part 2 see MS99 For Part 2 see MS100 Room:Paine - Lobby Level Neurology and psychiatry are confronted A fundamental question about networks of oscillators is whether the elements We discuss the use of experiments, by many chronic and dynamic diseases with synchronize or phase-lock. Two modeling and simulation to understand with complicated pathology. Mathematical useful and related tools for studying the and characterize systems governed by models are not only needed to model synchronization of neural oscillators are particle and structure interactions. These specific systems, but also to rigorously phase response curves (PRCs) and phase systems are fundamental to various physical characterize symptoms and connect models. This minisymposium will bring processes ranging from the regulation of them to mechanisms that cause specific together researchers in this area to discuss gene expression such as DNA transcription diseases. Recent data on neurological recent advances in the theory of PRCs and and chromosomal organization to human and psychiatric diseases combined with phase models and their applications to behavior in crowd dynamics. Although the advances in computational methods neuroscience. applications occur on a variety of scales, the promise to address this demand. This underlying challenges of understanding such symposium brings together a diverse group Organizer: Sue Ann systems are very similar. Obtaining reliable of experts in mathematical neurology and psychiatry. Campbell experimental data, incorporating it into a University of Waterloo, Canada useful mathematical model and generating Organizer: Amy L. Cochran insightful simulation results are all important University of Michigan, USA Organizer: Xueying Wang to form a coherent explanation of such Washington State University, USA systems. Organizer: Péter Érdi 10:30-10:55 Phase Models and Kalamazoo College, USA Organizer: Lisa G. Davis Clustering in Networks of Oscillators 10:30-10:55 Connecting Epilepsy Montana State University, USA with Delayed Coupling and Alzheimer’s Disease: A Sue Ann Campbell and Zhen Wang, 10:30-10:55 Mathematical Models Computational Modeling University of Waterloo, Canada

for Transcription and the Data Driving Framework Thursday 11:00-11:25 Weakly Coupled Them Péter Érdi, Kalamazoo College, USA; Oscillators in a Slowly Varying World Lisa G. Davis, Tamra Heberling, and Tomas Tamas Kiss, Wignes Research Youngmin Park and Bard Ermentrout, Gedeon, Montana State University, USA Centre for Physics, Hungary; Takumi University of Pittsburgh, USA 11:00-11:25 They Transcribe with Matsuzawa and Siyuan Zhang, a Little Help from Their Friends: A Kalamazoo College, USA; Laszlo 11:30-11:55 Phase Models of Wave Mechanistic Model for Cooperative Zalanyi, Wignes Research Centre for Propagation in Stochastic Neural Behavior of RNA Polymerases Physics, Hungary Fields Zachary Kilpatrick, University of Houston, Tamra Heberling, Tomas Gedeon, and Lisa 11:00-11:25 Conformal Brain USA G. Davis, Montana State University, USA Mapping 11:30-11:55 A Universal Power Law Carolyn M. Drobak and Monica K. 12:00-12:25 PRC Analysis of Governing the Interactions Between Hurdal, Florida State University, USA Gamma Synchrony and Clustering in Inhibitory Networks of Resonant Pedestrians in a Crowd 11:30-11:55 Cognitive Hierarchy Interneurons Ioannis Karamouzas, University of Across the Human Cortical Network Carmen Canavier, Louisiana State Minnesota, USA; Brian Skinner, Hava Siegelmann, University of University Health Sciences Center, Massachusetts Institute of Technology, Massachusetts, Amherst, USA USA; Stephen J. Guy, University of USA; Ruben Tikidji-Hamburyan, Minnesota, USA 12:00-12:25 Oscillatory Coupling George Washington University, USA; Between Prefrontal Cortex (PFC) Joan José Martínez and John A. White, 12:00-12:25 Genome Organization and Hippocampus in Rodent Boston University, USA in 3D: Formation of Chromosomal Models of Schizophrenia Domains in Interphase Bernat Kocsis, Harvard University, USA Geoff Fudenberg, Massachusetts Institute of Technology, USA 170 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS88 MS89 MS90 Modeling and Control Mathematical Modeling Better Medicine Through in Biological Systems - of Obesity - Part I of II Mathematics - Part I of II Part I of II 10:30 AM-12:30 PM 10:30 AM-12:30 PM 10:30 AM-12:30 PM Room:Alcott - Mezzanine Level Room:Adams - Mezzanine Level Room:Revere - Lobby Level For Part 2 see MS102 For Part 2 see MS103 This minisymposium represents state of The complexity of human pathologies For Part 2 see MS101 the art mathematical models applied to and the difficulty in determining suitable This minisymposium will feature a variety prevent, treat, and reduce obesity. Obesity treatments remains a pressing issue in of biology applications ranging from is a complex problem involving many medicine. While mathematical biologists malaria and neural populations to wound different layers. This complexity has given have long studied diseases, the increasing healing and feral cat populations. Many of rise to novel analytic methods, integrating recognition that interdisciplinary work these biological systems are described using intensive computational, engineering and incorporating mathematical approaches agent-based or differential-equation models. statistical techniques. Mathematical can help to clarify, identify, and suggest The common thread in these models is models are currently applied to inform potential therapies has underlined the control actions implemented with methods clinical practice and policy. Interesting importance of such methodologies. This involving scenario analysis, optimization examples include prediction of obesity minisymposium will highlight research in and optimal and feedback controls. prevalence with an estimation of economic academia and industry using collaborative Organizer: Richard Schugart burden, innovative sensor algorithms to and innovative approaches which combine Western Kentucky University, USA detect physical activity expenditure, and mathematical modelling, physiology, and Organizer: Suzanne M. Lenhart prediction of weight change from changes pharmacology. The resulting models in energy balance. This proposed sessions encompass dosing regimens which can be University of Tennessee, USA will be of interest to students, established compared quantitatively to clinical data. 10:30-10:55 Changing Detectors As mathematical researchers and scientists in Paramount to all of the featured works is the Triggers for Immune Responses public health. potential to directly impact patient outcomes. Eduardo Sontag, Rutgers University, USA Organizer: Swati Debroy Organizer: Morgan Craig 11:00-11:25 Brain Control - It’s Not University of South Carolina, Beaufort, Harvard University, USA Just for Mad Scientists USA Jeff Moehlis and Dan D. Wilson, University Organizer: Michael Mackey of California, Santa Barbara, USA Organizer: Diana M. Thomas McGill University, Canada Montclair State University, USA 11:30-11:55 A Spatial Agent-Based 10:30-10:55 Understanding and Model for Feral Cats and Analysis of 10:30-10:55 History of Modeling of Treating Periodic Hematological Population and Nuisance Control Obesity Disease Using Mathematical Models Steven Heymsfield, Pennington Biomedical Michael Mackey, McGill University, Canada Thursday Rachael Miller Neilan and Timothy Ireland, Duquesne University, USA Research Center, USA 11:00-11:25 Pharmacometric 12:00-12:25 Preemptive Intervention 11:00-11:25 Mathematics of Modeling and Simulation in Strategies on Community Networks Calorimeter Psychiatry Michael R. Kelly and Joseph Tien, The Ohio Jon Moon, MEI Research, LTD, USA Robert R. Bies, State University of New York at Buffalo, USA State University, USA 11:30-11:55 Calculating Metabolic Rate Using Kleiber’s Law 11:30-11:55 Physiological Abdul-Aziz Yakubu, Howard University, Determinants of Response of Gout USA Patients to Lesinurad, a New Gout Drug, Uncovered by Modeling the 12:00-12:25 Energy-Balance Models Physiology of Uric Acid Diana M. Thomas, Montclair State Sergey Aksenov and Hongmei Xu, University, USA AstraZeneca, USA; Zancong Shen, Ardea Biosciences, Inc., USA; Donald Stanski, AstraZeneca, USA 12:00-12:25 Determinants of the Efficacy of HIV Latency Reversing Agents and Implications for Drug and Treatment Design Ruian Ke, North Carolina State University, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 171

Thursday, July 14 Thursday, July 14 Thursday, July 14 CP14 SIAG/LS Business Meeting MS91 Physiology (Computational (Open to SIAG/LS members) Modeling of Mechanisms of Modeling) 2:00 PM-2:45 PM Intracellular Transport 10:30 AM-11:50 AM Room:Harbor Ballroom II and III - 4:00 PM-6:00 PM Conference Level Room:Hale - Mezzanine Level Room:Harbor Ballroom I - Conference Level Complimentary beverages will be available. Chair: Angela M. Reynolds, Virginia Pattern formation through transport of Commonwealth University, USA molecules in egg cells and embryos is key 10:30-10:45 Efficient Parallel in the proper development of a wide range Simulation of Atherosclerotic Plaque Coffee Break of organisms. Mathematical models have Formation Using Higher Order become essential in understanding movement Discontinuous Galerkin Schemes 3:30 PM-4:00 PM of particles and molecules in these Stefan Girke, University of Münster, Room:Galleria Level biological systems. This minisymposium Germany will provide an opportunity to make 10:50-11:05 Computational Model of connections between the dynamical systems Ventilator-Induced Lung Injury and stochastic processes techniques used to Angela M. Reynolds, Virginia MT2 model intracellular transport mechanisms. It Commonwealth University, USA; Ramana will also highlight methods used to interpret Pidaparti, University of Georgia, USA; Pharmacological Modeling experimental data in the context of cellular Rebecca Heise, Racheal Cooper, and for Drug Discovery - Part II transport, as well as avenues for proposing Joseph Herbert, Virginia Commonwealth of II new designs for experiments. University, USA; Kim Jongwon, Organizer: Veronica M. 4:00 PM-6:00 PM University of Georgia, USA Ciocanel 11:10-11:25 Geometrical Constraints Room:Harbor Ballroom III - Conference Brown University, USA Level on Circulating Red Blood Cells 4:00-4:25 Mathematical Modeling of Roy Malka and Ethan Schonbrun, Harvard Abstract Not Available at Time of Active Transport and Its Role in Cell University, USA; John Higgins, Harvard Publication Polarization University and Massachusetts General Paul C. Bressloff, University of Utah, USA Hospital, USA John M. Burke

Applied Biomath, USA 4:30-4:55 Intracellular Transport: The Thursday 11:30-11:45 A Turing Model for Paradox of Codependence among Stereotypic, Space-Filling Lung Antagonistic Motors Branching Morphogenesis Scott McKinley, Tulane University, USA Robert Croce, ETH Zürich, Switzerland; Sebastian Aland, TU Dresden, Germany; 5:00-5:25 Modeling of mRNA Odysse Michos, Dagmar Iber, and Lada Localization in Xenopus Oocytes Georgieva, ETH Zürich, Switzerland; Veronica M. Ciocanel, Brown University, Dzianis Menshykau, Bayer Technology USA Services, Germany 5:30-5:55 Mathematical Modeling of Cell Division Mechanics for C. Elegans Embryo Blerta Shtylla, Pomona College, USA Lunch Break 12:30 PM-2:00 PM Attendees on their own 172 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS92 MS93 MS94 Fluid-Structure Interaction Molecular Biosciences Mathematical Modeling of for Propulsion, Transportation and Biophysics – Blood Coagulation and Locomotion - Part II of II Macromolecular Structures 4:00 PM-6:00 PM 4:00 PM-6:00 PM and Interactions - Room:Carlton - Conference Level Room:Harbor Ballroom II - Conference Part II of II Blood coagulation consists of a network Level 4:00 PM-6:00 PM of biochemical reactions, coupled to cellular and biophysical factors. An For Part 1 see MS79 Room:Burroughs - Conference Level Fluids are the natural environment of imbalance in the chemical composition of almost every organism and fluid structure For Part 1 see MS80 blood or a perturbation to the cellular or Molecular based mathematical biology has interaction problems are ubiquitous in biophysical factors can lead to potentially been emerging as one of the most promising many area of biology and geology. As fatal abnormalities in clot formation. interdisciplinary research areas in the interface fluid dynamics plays an important role Mathematical models have emerged of mathematics and biology, driven by the in propulsion, transport and locomotion, as powerful computational tools to not fact that most experimental research in the many important fluids and material exhibit only synthesize information within this life sciences is based on molecular biology nonlinearities and other complex properties. complex and nonlinear system but also or molecular level understanding. This The aim of this minisymposium is to to make quantitative predictions. In this minisymposium will focus on recent advances present examples of such behavior and the minisymposium, we provide some of on a variety of modeling and computation techniques use to address these problems. the latest research on mathematical blood developments for studying macromolecular coagulation by experts in the field. Organizer: Longhua Zhao structures and interactions. Example topics Case Western Reserve University, USA include molecular dynamics, implicit solvation Organizer: Nicholas A. Danes University of California, Merced, USA 4:00-4:25 Effects of Shear-Thinning models, biomolecular solvation, charge Rheology on Low Reynolds Number transport, protein folding, protein flexibility, Organizer: Karin Leiderman Locomotion protein-protein interaction, molecular docking, University of California, Merced, USA protein design, drug design etc. Emphasis Charu Datt, University of British Columbia, 4:00-4:25 Modeling Blood will be placed not only on mathematical Canada; Lailai Zhu, EPFL, France; Gwynn Coagulation with Rivaroxaban Under theories and methods, but also on biomolecular Elfring, University of British Columbia, Flow simulations and software developments. Canada; On Shun Pak, Santa Clara Nicholas A. Danes and Karin Leiderman, University, USA Organizer: Shan Zhao University of California, Merced, USA University of Alabama, USA 4:30-4:55 Patterns of Self-Propelled 4:30-4:55 The Thick and Thin of It: Rods Organizer: Julie Mitchell Anticoagulation Treatment Under Ruhai Zhou, Old Dominion University, USA; University of Wisconsin, Madison, USA Flow

Thursday Erica J. Graham, Bryn Mawr College, M. Gregory Forest, University of North 4:00-4:25 Graph Theory and Virology: USA; Lisette dePillis, Harvey Mudd Carolina at Chapel Hill, USA; Qi Wang, Mathematics Underpinning the College, USA; Kaitlyn Hood, University University of South Carolina, USA Discovery of Packaging Signal of California, Los Angeles, USA; Yanping Mediated Assembly in RNA Viruses 5:00-5:25 Autonomously Responsive Ma, Loyola Marymount University, USA; Reidun Twarock and Eric Dykeman, University Pumping by a Bacterial Flagellar Ami Radunskaya, Pomona College, USA; Forest: A Mean-field Approach of York, United Kingdom; Peter Stockley, Julie Simons, Tulane University, USA James Martindale and Henry Fu, University University of Leeds, United Kingdom 5:00-5:25 Modeling Coagulation of Nevada, Reno, USA 4:30-4:55 Simulating Constrained Cascade and Blood Clotting Through Random Walks for Applications to 5:30-5:55 Exploring Reynolds Number a Multifidelity Algorithm Polymer Models Limits in the Medusan Morphospace Alireza Yazdani and George Em Karniadakis, Alexander Hoover, Tulane University, USA; Clayton Shonkwiler, Colorado State University, Brown University, USA Laura A. Miller, University of North USA; Jason Cantarella, University of Carolina at Chapel Hill, USA Georgia, USA 5:30-5:55 Multi-Scale Modeling of a Blood Clot Interaction with Fluid and 5:00-5:25 RNA Profiling: Extracting Vessel Wall Structural Signals from Noisy Distributions Shixin Xu, Martina Bukac, Zhiliang Xu, and Christine Heitsch and Emily Rogers, Georgia Mark S. Alber, University of Notre Dame, Institute of Technology, USA USA 5:30-5:55 Mathematics in Biomolecular Thermal Uncertainty Quantification Guowei Wei, Michigan State University, USA 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 173

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS95 MS96 MS97 Recent Advances in Mathematical Analysis State of the Art Predicting Cardiovascular of Biochemical Reaction Computational Dynamics - Part III of III Networks - Part II of II Methodologies for 4:00 PM-6:00 PM 4:00 PM-6:00 PM Mathematical Models Room:Griffin - Conference Level Room:Lewis - Conference Level of Human Brain For Part 2 see MS82 For Part 1 see MS83 Electrophysiology, Accurate prediction of cardiovascular dynamics Mathematical models of biochemical systems Hemodynamics and remains an important problem, especially with arising in systems biology are often difficult Metabolism - Part II of II the growing need for trustworthy patient- to analyze due to parameter uncertainty, specific models for use in clinical decision- high degree of nonlinearity, and the 4:00 PM-6:00 PM making. This minisymposium will focus overwhelming size of the involved systems. Room:Hancock - Lobby Level on recent mathematical and computational The focus of our minisymposium will be For Part 1 see MS84 advances in predicting cardio¬vascular on systematic mathematical approaches for Mathematical models play an increasingly dynamics using a variety of models ranging analyzing and reducing the complexity of important role in understanding how from system level 0D models to 3D models such systems. We will consider both the human brain works because of the intrinsic of blood flow. Topics will include modeling deterministic and stochastic models, and difficulties of performing direct observations. aspects, numerical methods, parameter address recent research topics such as: (i) In recent years, mathematical models have estimation and uncertainty quantification multistationarity/multistability; (ii) parameter been used to infer on the energetic cost of techniques for a wide range of cardiovascular- identifiability; (iii) model reduction; and (iv) brain stimulation, to identify regions of related applications, including whole-body dynamical approaches. modeling of hemorrhagic shock, assimilation brain activity during rest or specific protocols of patient data to circulation networks, Organizer: Nicolette Meshkat and the mechanism eliciting hemodynamic cardiovascular coupling, developing clinical North Carolina State University, USA changes in response to electrophysiological protocols for noninvasive hemodynamic Organizer: Matthew D. activation. We present state-of-art assessment and neurovascular modeling. computational mathematical models to Johnston investigate different aspects of human brain, Organizer: Muhammad U. San Jose State University, USA including electrophysiology, metabolism and Qureshi 4:00-4:25 Necessary and Sufficient hemodynamics, their mutual interactions and North Carolina State University, USA Conditions for Multistationarity in their relevance to advance our understanding Thursday Networks of Interacting Elements of the brain in normal and diseased states. Organizer: Mette S. Olufsen Casian Pantea, West Virginia University, North Carolina State University, USA USA Organizer: Luca Gerardo Organizer: Andrea Arnold Giorda 4:30-4:55 Identifying Multistationary Basque Center for Applied Mathematics, North Carolina State University, USA Reaction Networks Spain 4:00-4:25 Predicting Cardiovascular Badal Joshi, California State University, San Dynamics for Surgical Planning in Marcos, USA Organizer: Daniela Calvetti Case Western Reserve University, USA Several Congenital Heart Diseases 5:00-5:25 On the Existence of Positive Irene Vignon-Clementel, Inria Rocquencourt, Steady States for Weakly Reversible Organizer: Erkki Somersalo France Mass Action Systems Case Western Reserve University, USA Balázs Boros, Johann Radon Institute, 4:30-4:55 Assimilation of Patient Data 4:00-4:25 Computation of Brain in Circulation Networks for Precision Austria Deformations for Image-Guided Medicine in Adults and Children 5:30-5:55 Conditions for Neurosurgery: Progress and Daniele E. Schiavazzi, Justin S. Tran, and Multistationarity and Switching in Uncertainty Alison Marsden, Stanford University, USA Mass Action Networks Adam Wittek, Grand Joldes, and Karol Miller, 5:00-5:25 A Coupled Left-Ventricle Carsten Conradi, Max Planck Institute for University of Western Australia, Australia Systemic-Arteries Model Dynamics of Complex Systems, Germany Hao Gao, Weiwei Chen, Xiaoyu Luo, and Nicholas A. Hill, University of Glasgow, Scotland, UK 5:30-5:55 Efficient Numerical Methods for the Variational Estimation of Cardiac Conductivities by Data Assimilation Alessandro Barone and Alessandro Veneziani, Emory University, USA; Huanhuan Yang, continued on next page Florida State University, USA 174 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS97 MS98 MS99 State of the Art Zebrafish Stripe Formation: A Mathematical Neurology Computational Collection of Biological and and Psychiatry - Part II of II Methodologies for Mathematical Perspectives 4:00 PM-6:00 PM Mathematical Models 4:00 PM-5:30 PM Room:Stone - Lobby Level of Human Brain Room:Paine - Lobby Level For Part 1 see MS86 Neurology and psychiatry are confronted by Electrophysiology, Zebrafish, a black and yellow striped many chronic and dynamic diseases with Hemodynamics and fish, is a widely studied organism in early complicated pathology. Mathematical models developmental biology. This minisymposium Metabolism - Part II of II are not only needed to model specific brings together experimentalists and systems, but also to rigorously characterize 4:00 PM-6:00 PM mathematicians working to understand how symptoms and connect them to mechanisms zebrafish get their characteristic stripes as Room:Hancock - Lobby Level that cause specific diseases. Recent data the fish develops from larva to adult, and continued on neurological and psychiatric diseases to identify how changes in pigment cell combined with advances in computational interactions can lead to a diverse array of methods promise to address this demand. mutated patterns on the fish skin, including 4:30-4:55 Electro-Metabolic Activity This symposium brings together a diverse spots and labyrinth curves. Continuum of the Neuron-Astrocyte Complex: group of experts in mathematical neurology density and discrete models for zebrafish Mathematical and Numerical and psychiatry. stripe formation will be discussed, as well as Coupling the experimental techniques that inform these Gabriela Capo, Basque Center for Applied Organizer: Amy L. Cochran approaches. Mathematics, Spain University of Michigan, USA 5:00-5:25 Identification of Organizer: Alexandria Organizer: Péter Érdi Vasodilatory Stimulus from Cerebral Volkening Kalamazoo College, USA Blood Flow Data Brown University, USA 4:00-4:25 Mathematical Descriptions Jamie Prezioso, Case Western Reserve 4:00-4:25 Agent-Based Models of of Bipolar I Patients from Longitudinal University, USA Stripe Formation on Zebrafish Patterns of Mood 5:30-5:55 Computer Aided Clinical Alexandria Volkening and Bjorn Sandstede, Amy L. Cochran, University of Michigan, Trials and Surgical Planning in Brown University, USA USA; André Schultz, Rice University, USA; Melvin McInnis and Daniel Forger, Cerebral Aneurysms: Challenges and 4:30-4:55 Cellular Basis of Color University of Michigan, USA Perspectives Pattern Formation in Zebrafish Alessandro Veneziani, Emory University, Ajeet Singh, Prateek Mahalwar, Brigitte 4:30-4:55 Interactions Between USA Walderich, and Christiane Nüsslein- Electrophysiology and

Thursday Volhard, Max Planck Institute for Neuropharmacology Developmental Biology, Germany Michael C. Reed, Duke University, USA; Janet Best, Ohio State University, USA; H. 5:00-5:25 Turing Patterns from Frederik Nijhout, Duke University, USA “Differential Growth”: A Minimal Model for Pattern Formation in 5:00-5:25 A Turing Pattern Formation Zebrafish Skin Model of Cortical Folding Domenico Bullara, University of the Balearic Monica K. Hurdal, Florida State University, Islands, Spain USA 5:30-5:55 Title Not Available David Paydarfar, University of Massachusetts Medical School, USA

continued in next column 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 175

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS100 MS101 MS102 PRCs and Phase Models in Modeling and Control Mathematical Modeling Neuroscience - Part II of II in Biological Systems - of Obesity - Part II of II 4:00 PM-5:30 PM Part II of II 4:00 PM-6:00 PM Room:Webster - Lobby Level 4:00 PM-6:00 PM Room:Alcott - Mezzanine Level For Part 1 see MS87 Room:Revere - Lobby Level For Part 1 see MS89 A fundamental question about networks For Part 1 see MS88 This minisymposium represents state of of oscillators is whether the elements This minisymposium will feature a variety the art mathematical models applied to with synchronize or phase-lock. Two of biology applications ranging from malaria prevent, treat, and reduce obesity. Obesity useful and related tools for studying the and neural populations to wound healing and is a complex problem involving many synchronization of neural oscillators are feral cat populations. Many of these biological different layers. This complexity has given phase response curves (PRCs) and phase systems are described using agent-based or rise to novel analytic methods, integrating models. This minisymposium will bring differential-equation models. The common intensive computational, engineering and together researchers in this area to discuss thread in these models is control actions statistical techniques. Mathematical models recent advances in the theory of PRCs and implemented with methods involving scenario are currently applied to inform clinical phase models and their applications to analysis, optimization and optimal and feedback practice and policy. Interesting examples neuroscience. controls. include prediction of obesity prevalence with an estimation of economic burden, Organizer: Sue Ann Campbell Organizer: Richard Schugart University of Waterloo, Canada innovative sensor algorithms to detect Western Kentucky University, USA physical activity expenditure, and prediction Organizer: Xueying Wang Organizer: Suzanne M. Lenhart of weight change from changes in energy Washington State University, USA University of Tennessee, USA balance. This proposed sessions will be of 4:00-4:25 Clustering in Inhibitory interest to students, established mathematical 4:00-4:25 Optimal Harvesting Strategies Neural Networks with Nearest researchers and scientists in public health. for Timber and Non-Timber Forest Neighbor Coupling Products in Tropical Ecosystems Organizer: Swati Debroy Xueying Wang, Washington State University, Orou Gaoue, University of Hawaii, Manoa, University of South Carolina, Beaufort, USA USA USA; Jiang Jiang, National Institute for Organizer: Diana M. Thomas 4:30-4:55 Title Not Available Mathematical and Biological Synthesis, Montclair State University, USA

Calvin Zhang, Courant Institute of USA; Wandi Ding, Middle Tennessee Thursday Mathematical Sciences, New York State University, USA; Folashade Agusto, 4:00-4:25 Modeling Accelerometer University, USA University of Kansas, USA; Suzanne M. Signals from Wearable Physical Lenhart, University of Tennessee, USA Activity Monitors 5:00-5:25 Synchronization of Kong Chen, National Institutes of Health, Spiking and Subthreshold States in 4:30-4:55 Using Optimal Control Theory USA Electrically Coupled Networks of to Analyze the Treatment of a Bacterial Neurons Infection in a Wound with Oxygen 4:30-4:55 An Infectious Disease Thomas Chartrand, Mark Goldman, and Therapy Modeling Approach Towards Obesity Timothy Lewis, University of California, Richard Schugart, Western Kentucky Marion Weedermann, Dominican University, Davis, USA University, USA; Suzanne M. Lenhart, USA University of Tennessee, USA; K. Renee 5:00-5:25 Modeling to Predict Fister, Murray State University, USA; Childhood Obesity Trends in School Stephen Guffey, University of Memphis, Swati Debroy, University of South Carolina, USA Beaufort, USA; Diana M. Thomas, 5:00-5:25 Optimal Control Applied to Montclair State University, USA a Differential Equation Model for an 5:30-5:55 Application of Anthrax Epizootic Mathematical Models in Buddhi R. Pantha, University of Tennessee and Management of Obesity in Prenatal NMBioS, USA; Judy Day and Suzanne M. and Postnatal Care Lenhart, University of Tennessee, USA Leanne Redman, Pennington Biomedical 5:30-5:55 Management Strategies in a Research Center, USA Malaria Model Combining Human and Transmission-Blocking Vaccines Jemal Mohammed-Awel, Valdosta State University, USA; Ruijun Zhao, Minnesota State University Mankato, USA; Eric S. Numfor, Augusta University, USA; Suzanne M. Lenhart, University of Tennessee, USA 176 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Thursday, July 14 Thursday, July 14 Thursday, July 14 MS103 CP15 Professional Development Evening: Landing Your Better Medicine Through Physiology Dream Job Mathematics - Part II of II 4:00 PM-5:40 PM 6:15 PM-7:30 PM 4:00 PM-5:30 PM Room:Hale - Mezzanine Level Room:Grand Ballroom AB- Concourse Level Room:Adams - Mezzanine Level Chair: Cammey Cole Manning, Meredith College, USA Chair: Sven Leyffer, Argonne National For Part 1 see MS90 Laboratory, USA The complexity of human pathologies 4:00-4:15 Building a Model of and the difficulty in determining suitable Delay-Differential Equations Join us for an evening devoted to developing treatments remains a pressing issue in with State-Dependent Delay for a successful career in the mathematical medicine. While mathematical biologists Megakaryopoiesis sciences. Professionals from academia, have long studied diseases, the increasing Loïs Boullu, Université de Montréal, Canada government, and industry will share their job- search experiences and give recognition that interdisciplinary work 4:20-4:35 Model-Assisted Assessment incorporating mathematical approaches can advice on how to develop successful of Aging and Hypertension on application materials tailored to specific job help to clarify, identify, and suggest potential Cerebral Blood Flow Velocity opportunities and how to perform well in therapies has underlined the importance of Gregory C. Mader, Mette Olufsen, and job interviews. The target audience for this such methodologies. This minisymposium Adam Mahdi, North Carolina State event includes early career professionals will highlight research in academia and University, USA industry using collaborative and innovative (i.e., less than five years past last degree), approaches which combine mathematical 4:40-4:55 Using Network Similarity postdocs, and students. However, we are modelling, physiology, and pharmacology. Models to Address Challenges in also encouraging participation from the The resulting models encompass dosing Drug Development senior professional community during regimens which can be compared Nirmal Keshava, AstraZeneca, USA the networking session to share their own quantitatively to clinical data. Paramount to 5:00-5:15 Modeling the Effects of experience. Part I: Finding and Applying for all of the featured works is the potential to Body Mass Index on the Blood Jobs directly impact patient outcomes. Concentrations of the Antibiotic David Brown Ertapenem Lawrence Livermore National Laboratory, Organizer: Morgan Craig Cammey Cole Manning, Meredith College, USA Harvard University, USA USA; Michele Joyner, East Tennessee Organizer: Michael Mackey State University, USA Jennifer Erway Wake Forest University, USA McGill University, Canada 5:20-5:35 Uncovering Functional 4:00-4:25 Modelling the Relationships in Leukemia Des Higham Pharmacodynamic Effects of Reginald Mcgee, The Ohio State University, University of Strathclyde, United Kingdom Granulocyte Colony-Stimulating USA Helen Moore Factor on Granulopoiesis

Thursday Bristol-Myers Squibb Tony R. Humphries, McGill University, Canada; Morgan Craig, Harvard University, USA; Michael Mackey, McGill University, Exhibit Hall Closes Canada 4:30 PM Professional Development 4:30-4:55 Granulopoiesis Physiology Room:Galleria Level Evening: Networking Break Determines the Pharmacokinetics of Granulocyte Colony-Stimulating 7:30 PM-8:15 PM Factor (G-CSF) Room:Grand Ballroom AB- Concourse Level Morgan Craig, Harvard University, USA; Intermission Tony Humphries and Michael Mackey, McGill University, Canada 6:00 PM-6:15 PM 5:00-5:25 Web Accessible Population Pharmacokinetics Service - Hemophilia (WAPPS-Hemo): an innovative approach to tailored prophylaxis Alanna McEneny-King and Andrea N. Edginton, University of Waterloo, Canada; Gary Foster and Alfonso Iorio, McMaster University, Canada 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 177

Thursday, July 14 Professional Development Evening: Landing Your Dream Job 8:15 PM-9:30 PM Room:Grand Ballroom AB- Concourse Level Chair: Sven Leyffer, Argonne National Laboratory, USA Join us for an evening devoted to developing a successful career in the mathematical sciences. Professionals from academia, government, and industry will share their job- search experiences and give advice on how to develop successful application materials tailored to specific job opportunities and how to perform well in job interviews. The target audience for this event includes early career professionals (i.e., less than five years past last degree), postdocs, and students. However, we are also encouraging participation from the senior professional community during the networking session to share their own experience. Part II: The Job Interview Misha Kilmer Tufts University, USA Tamara Kolda Sandia National Laboratories, USA John Peach

Massachusetts Institute of Technology, USA Thursday 178 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Notes 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 179

Notes

180 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 2016 SIAM Annual Meeting 181

Speaker and Organizer Index Speaker and Organizer Index 182 2016 SIAM Annual Meeting

A B Betancourt, Brenda, MS114, 5:00 Thu Abdi, Daniel, MS120, 5:00 Thu Baaijens, Jasmijn, MS145, 4:00 Fri Bettendorf, Anja, MS48, 10:50 Tue Abedi, Reza, CP28, 5:20 Fri Bader, Michael, MS101, 10:30 Thu Bhattacharjee, Abhishek, MS108, 11:00 Thu Ablowitz, Mark, MS1, 8:30 Mon Bader, Michael, MS116, 4:00 Thu Bhattacharjee, Kasturi, MS142, 11:00 Fri Acevedo-Aviles, Joel, MS85, 5:00 Wed Bae, Ha-Rok, MS127, 4:30 Thu Bhowmick, Sanjukta, MS42, 11:00 Tue Ackora-Prah, Joseph, CP23, 11:50 Fri Baer, Steven M., CP19, 4:20 Thu Bhowmick, Sanjukta, MS66, 10:30 Wed Adler, James H., MS2, 11:30 Mon Balajewicz, Maciej, MS70, 11:30 Wed Bhowmick, Sanjukta, MS82, 4:00 Wed Agwamba, Kennedy, PP1, 8:00 Tue Banks, Jeffrey W., PP1, 8:00 Tue Biggs, Ely C., PP1, 8:00 Tue Ahn, Seonmin, PP1, 8:00 Tue Bannish, Brittany, MS88, 4:00 Wed Billings, Lora, MS86, 4:00 Wed Airoldi, Edoardo, MS85, 4:30 Wed Bannish, Brittany, MS88, 4:00 Wed Billings, Lora, MS86, 5:30 Wed Alacam, Deniz, PP1, 8:00 Tue Banuelos, Selenne, MS20, 5:00 Mon Bindel, David, PP7, 8:00 Tue Alama, Stan, MS140, 10:30 Fri Banuelos, Selenne, MS47, 12:00 Tue Bindel, David, MS73, 10:30 Wed Alama, Stan, MS140, 10:30 Fri Barnafi, Nicolás, MS48, 10:30 Tue Bindel, David, MS92, 4:00 Wed Alhubail, Maitham, MS124, 5:00 Thu Barnett, Alex H., MS74, 10:30 Wed Biria, Aisa, CP14, 4:20 Wed Al-Husari, Maymona, CP13, 10:50 Wed Barnett, Alex H., MS74, 10:30 Wed Bischof, Christian H., MS73, 11:30 Wed Allaire, Doug, MS56, 4:00 Tue Barnett, Alex H., MS93, 4:00 Wed Boateng, Henry A., MS139, 10:30 Fri Almomani, Abd Alrahman R., CP19, 4:40 Barra, Valeria, CP26, 11:50 Fri Boateng, Henry A., MS139, 11:30 Fri Thu Barreiro, Andrea K., MS89, 5:30 Wed Bochev, Pavel, MS40, 10:30 Tue Al-Mudhafar, Watheq J., PP1, 8:00 Tue Baskaran, Arvind, MS139, 12:00 Fri Bochev, Pavel, MS55, 4:00 Tue Al-Mudhafar, Watheq J., CP13, 12:10 Basnayake, Ranil, CP18, 10:50 Thu Bokil, Vrushali A., PP3, 8:00 Tue Wed Bates, Dan, MS37, 10:30 Tue Bokil, Vrushali A., MS80, 4:00 Wed Al-Shanableh, Najah, CP5, 5:00 Mon Bates, Dan, MS51, 4:00 Tue Bokil, Vrushali A., MS80, 4:00 Wed Alter, Orly, MS73, 11:00 Wed Bates, Dan, MS128, 11:30 Fri Bollt, Erik, CP19, 5:40 Thu Alu, Andrea, MS28, 5:00 Mon Bauman, Paul, PP1, 8:00 Tue Bolten, Matthias, CP1, 11:10 Mon Ambrose, David, MS117, 5:30 Thu Baumann, Manuel, MS118, 5:30 Thu Bond, Stephen D., MS97, 11:30 Thu Amendola Ceron, Carlos, MS19, 4:00 Mon Be Announced, To, MS140, 11:30 Fri Borcea, Liliana, MS87, 4:30 Wed Anderson, Penny, PD1, 6:15 Mon Behrens, Jörn, MS105, 10:30 Thu Bording, Phil, MS84, 5:30 Wed Anderson, Penny, PP6, 8:00 Tue Behrens, Jörn, MS105, 10:30 Thu Borges, Carlos C., MS39, 10:30 Tue Ando, Matthew, MS151, 5:30 Fri Behrens, Jörn, MS120, 4:00 Thu Borges, Carlos C., MS54, 4:00 Tue Angel, Jordan B., PP1, 8:00 Tue Beisiegel, Nicole, MS105, 12:00 Thu Borges, Carlos C., MS113, 5:00 Thu Angstmann, Christopher N., CP28, 5:00 Bell, Shannon M., CP5, 4:40 Mon Bosler, Peter A., MS139, 10:30 Fri Fri Benosman, Mouhacine, CP29, 4:40 Fri Bosse, Torsten F., MS76, 10:30 Wed Antil, Harbir, MS141, 12:00 Fri Benson, Hande Y., MS155, 11:00 Tue Bottino, Dean C., PD1, 6:15 Mon Appelhans, David, MS84, 4:30 Wed Berger-Wolf, Tanya Y., IT4, 9:15 Tue Boubendir, Yassine, MS44, 12:00 Tue Aravkin, Aleksandr, MS26, 4:00 Mon Berger-Wolf, Tanya Y., MS69, 10:30 Wed Bouchet, Freddy, IT11, 8:30 Tue Aravkin, Aleksandr, MS26, 4:00 Mon Berger-Wolf, Tanya Y., MS85, 4:00 Wed Boutkov, Boris, PP1, 8:00 Tue Archibald, Aleah, PP5, 8:00 Tue Berljafa, Mario, PP7, 8:00 Tue Brady, Kaitlyn, MS116, 4:00 Thu Asante-Asamani, Emmanuel O., CP12, 12:10 Wed Berljafa, Mario, MS136, 11:30 Fri Brake, Daniel A., MS37, 10:30 Tue Atluri, Gowtham, MS85, 5:30 Wed Bernstein, Daniel I., MS4, 12:00 Mon Brake, Daniel, MS51, 4:00 Tue AN16 Speaker and Organizer Index Index Organizer and AN16 Speaker Auzinger, Winfried, MS153, 5:00 Fri Berrian, Alexander J., PP1, 8:00 Tue Bremer, James, MS98, 11:00 Thu Awotunde, Abeeb, CP22, 6:00 Thu Bertozzi, Andrea L., MS99, 10:30 Thu Brenner, Susanne, MS141, 10:30 Fri Ayodele, Ajibade G., PP1, 8:00 Tue Bertozzi, Andrea L., MS115, 4:00 Thu Bridges, Robert A., MS59, 5:00 Tue Azad, Ariful, MS59, 5:30 Tue Berwald, Jesse, MS142, 10:30 Fri Bronsard, Lia, IT13, 8:30 Fri Azizi Boroojeni, Asma, PP2, 8:00 Tue Berwald, Jesse, MS142, 11:30 Fri Bronsard, Lia, MS140, 10:30 Fri Brown, David L., PD0, 6:15 Thu

Italicized names indicate session organizers. 2016 SIAM Annual Meeting 183

Brown, Eli T., MS154, 5:30 Fri Chen, Tianran, MS37, 11:00 Tue D Brugere, Ivan, MS69, 10:30 Wed Chen, Yanlai, MS32, 4:00 Mon Dahm, Johann, MS62, 4:30 Tue Brugere, Ivan, MS85, 4:00 Wed Chen, Yanlai, MS46, 10:30 Tue Dai, Ruxin, CP25, 10:50 Fri Brugere, Ivan, MS85, 4:00 Wed Chen, Zheng, MS122, 4:30 Thu Daleo, Noah S., MS37, 12:00 Tue Bruillard, Paul, MS11, 10:30 Mon Cheskidov, Alexey, MS94, 5:30 Wed Damle, Anil, MS93, 5:30 Wed Bruillard, Paul, MS27, 4:00 Mon Cheung, James, MS55, 5:30 Tue Danforth, Chris, MS142, 10:30 Fri Bruno, Oscar P., MS44, 11:30 Tue Childs, Lauren, MS100, 12:00 Thu Daripa, Prabir, MS57, 4:00 Tue Brunton, Steven, MS22, 4:30 Mon Chiu, Jiawei, MS24, 4:30 Mon Daripa, Prabir, MS57, 4:00 Tue Buchmann, Amy, MS5, 11:30 Mon Cho, Hana, CP15, 5:40 Wed Darve, Eric, MS9, 11:00 Mon Buluc, Aydin, MS8, 10:30 Mon Cho, Min Hyung, MS39, 10:30 Tue Darve, Eric F., MS106, 10:30 Thu Buluc, Aydin, MS8, 10:30 Mon Cho, Min Hyung, MS54, 4:00 Tue Darve, Eric F., MS121, 4:00 Thu Buluc, Aydin, MS23, 4:00 Mon Cho, Min Hyung, MS54, 5:30 Tue Davis, Andrew D., MS46, 11:00 Tue Burgoon, Lyle D., CP27, 5:00 Fri Chow, Edmond, MS30, 4:30 Mon Davis, Brent R., MS126, 4:30 Thu Burns, Timothy J., CP14, 4:00 Wed Christlieb, Andrew J., MS83, 4:00 Wed Davis, Brisa, MS120, 4:00 Thu Bush, John W., MS15, 11:30 Mon Chugunov, Nikita, MS36, 10:30 Tue Davis, Damek, MS26, 5:00 Mon Chugunov, Nikita, MS50, 4:00 Tue Davis, Patrick T., CP23, 10:50 Fri C Chung, Eric, MS103, 11:30 Thu Day, Troy, MS130, 11:00 Fri Caceres, Rajmonda, MS69, 10:30 Wed Ciaramella, Gabriele, CP20, 4:20 Thu De Luca, Jayme V., MS15, 10:30 Mon Caceres, Rajmonda, MS69, 10:30 Wed Cifuentes, Diego, MS111, 10:30 Thu De Luca, Jayme V., MS15, 11:00 Mon Caceres, Rajmonda, MS85, 4:00 Wed Cifuentes, Diego, MS111, 10:30 Thu De Luca, Jayme V., MS33, 4:00 Mon Cai, Xiaofeng, MS122, 5:30 Thu Cifuentes, Diego, MS126, 4:00 Thu De Souza, Daniel C., MS33, 4:30 Mon Caiola, Michael, MS89, 4:30 Wed Ciocanel, Veronica M., PP2, 8:00 Tue De Sturler, Eric, PP4, 8:00 Tue Cakoni, Fioralba, MS1, 9:00 Mon Clark-Stone, Jesse, MS90, 5:00 Wed De Sturler, Eric, MS70, 10:30 Wed Camacho, Erika T., MS64, 5:00 Tue Cockburn, Bernardo, MS10, 10:30 Mon De Sturler, Eric, MS70, 11:00 Wed Cameron, Karleigh, PP1, 8:00 Tue Cockburn, Bernardo, MS25, 4:00 Mon Deckert, Dirk, MS15, 12:00 Mon Cameron, Kirk, CP3, 11:50 Mon

Coleman, Thomas F., MS92, 5:00 Wed D’Elia, Marta, MS40, 10:30 Tue AN16 Speaker and Organizer Index Carlberg, Kevin T., MS7, 10:30 Mon Colizza, Vittoria, IT16, 5:00 Wed D’Elia, Marta, MS55, 4:00 Tue Carlberg, Kevin T., MS22, 4:00 Mon Conroy, Colton, MS105, 11:30 Thu Demanet, Laurent, MS39, 12:00 Tue Carlberg, Kevin T., PP7, 8:00 Tue Constantine, Paul, MS46, 10:30 Tue Dempsey, Kathryn, MS82, 5:00 Wed Carlberg, Kevin T., MS70, 10:30 Wed Constantine, Paul, PP7, 8:00 Tue Deris, Barrett, CP11, 10:50 Wed Castrillon-Candas, Julio E., MS112, 11:30 Cortez, Ricardo, MS88, 5:30 Wed Thu Dessanti, Alexander, CP10, 4:00 Tue Coulier, Pieter, MS106, 10:30 Thu Castro, Cristóbal E., MS120, 4:30 Thu Dettmers, Kristin M., MS64, 4:30 Tue Coulier, Pieter, MS106, 10:30 Thu Cathey, Rebecca, MS58, 5:30 Tue Dhawale, Nihav K., CP7, 10:30 Tue Coulier, Pieter, MS121, 4:00 Thu Causley, Matt, MS83, 5:00 Wed Diegel, Amanda E., MS141, 10:30 Fri Cozzi, Elaine, MS94, 5:00 Wed Chaillat, Stephanie, MS121, 4:00 Thu Ding, Yu, MS56, 5:30 Tue Creamer, Daniel, MS11, 10:30 Mon Chan, Jesse, CP20, 5:20 Thu Dobrev, Veselin, MS109, 11:30 Thu Creamer, Daniel, MS27, 4:00 Mon Chandrasekaran, Shivkumar, MS121, 5:00 Dobson, Matthew, CP13, 11:30 Wed Thu Crockatt, Michael, CP28, 4:00 Fri Dong, Bo, MS45, 11:30 Tue Chang, Allison, MS79, 11:30 Wed Croisille, Jean-Pierre, CP16, 4:40 Wed Doostan, Alireza, MS36, 11:30 Tue Chaudhry, Jehanzeb H., CP20, 5:00 Thu Crouser, R. Jordan, MS144, 10:30 Fri Dorff, Michael, MS17, 8:00 Mon Chen, Bolun, PP1, 8:00 Tue Crouser, R. Jordan, MS144, 10:30 Fri Dorff, Michael, MS18, 10:30 Mon Chen, Duan, MS54, 4:30 Tue Crouser, R. Jordan, MS154, 4:00 Fri Dozier, Haley, CP15, 4:40 Wed Chen, Guangliang, CP5, 5:20 Mon Cui, Xingshan, MS11, 12:00 Mon Drake, Kathryn P., PP1, 8:00 Tue Chen, Jacqueline, MS22, 5:30 Mon Cumings, Karen M., PP2, 8:00 Tue Drapaca, Corina, MS148, 4:00 Fri Drohan, Sarah E., MS135, 11:00 Fri Druskin, Vladimir L., MS71, 11:30 Wed Italicized names indicate session organizers. 184 2016 SIAM Annual Meeting

Drusvyatskiy, Dmitriy, MS26, 4:30 Mon Feng, Xiao, MS2, 10:30 Mon Getz, Wayne M., MS130, 11:30 Fri Du, Jie, MS62, 5:30 Tue Feng, Xiao, MS2, 12:00 Mon Gharsalli, Leila, CP2, 11:10 Mon Dukic, Vanja, MS138, 10:30 Fri Fernandez, Pablo, MS10, 11:00 Mon Ghysels, Pieter, MS9, 11:30 Mon Dukic, Vanja, MS152, 4:00 Fri Fernandez, Pablo, MS45, 10:30 Tue Gidoni, Paolo, CP14, 4:40 Wed Dukic, Vanja, MS152, 5:00 Fri Fernandez, Pablo, MS62, 4:00 Tue Gil, Amparo, MS98, 10:30 Thu Duraisamy, Karthik, MS7, 10:30 Mon Ferrari, Matthew, MS138, 12:00 Fri Gillis, Nicolas, MS14, 12:00 Mon Duraisamy, Karthik, MS22, 4:00 Mon Finkbeiner, Steven, MS123, 4:30 Thu Gillis, Nicolas, MS31, 4:00 Mon Duraisamy, Karthik, MS22, 4:00 Mon Fish, Jeremie A., PP7, 8:00 Tue Gillman, Adrianna, MS96, 10:30 Thu Dutta, Sourav, MS57, 4:30 Tue Fishelov, Dalia, CP25, 11:10 Fri Gillman, Adrianna, MS106, 11:00 Thu Dutta, Tarini K., CP9, 4:40 Tue Fitzgerald, Cody, MS16, 12:10 Mon Gillman, Adrianna, MS113, 4:00 Thu Dwork, Cynthia, IT1, 8:30 Mon Flaxman, Abraham, MT1, 10:30 Mon Gin, Craig, CP13, 11:50 Wed Dwyer, Gregory, MS138, 11:30 Fri Flaxman, Abraham, MT1, 10:30 Mon Gleich, David F., MS63, 4:00 Tue Dynerman, David M., MS145, 5:30 Fri Fong, Daniel, CP23, 11:30 Fri Gleich, David F., PP7, 8:00 Tue Fontanelli, Oscar, CP2, 11:30 Mon Gleich, David F., MS69, 11:00 Wed E Ford, James F., PP1, 8:00 Tue Glusa, Christian, PP1, 8:00 Tue Eckhardt, Daniel, MS48, 10:30 Tue Foster, John T., MS134, 5:00 Thu Gobbert, Matthias K., MS30, 4:00 Mon Eckhardt, Daniel, MS77, 10:30 Wed Fowler, Kathleen, MS90, 4:00 Wed Gobbert, Matthias K., MS30, 4:00 Mon Edwards, David A., CP27, 4:00 Fri Fowler, Kathleen, MS90, 4:00 Wed Godinez, Humberto C., CP5, 5:40 Mon Elderd, Bret, MS138, 11:00 Fri Foxworthy, Tyler J., CP11, 11:50 Wed Goldenfeld, Nigel, IT7, 2:00 Wed Elgindi, Tarek M., MS75, 10:30 Wed Franco De Leon, Mariano C., CP28, 4:40 Golmohammadi, Azarang, MS50, 5:00 Tue Elizondo, Priscilla, MS88, 4:30 Wed Fri Gomez, Steven R., MS154, 4:30 Fri Ellwein, Laura, MS5, 10:30 Mon Frank, Morgan R., MS142, 12:00 Fri Gomez Rodriguez, Manuel, MS69, 11:30 Ellwein, Laura, MS20, 4:00 Mon Frederick, Christina, MS79, 12:00 Wed Wed Ellwein, Laura, MS20, 4:30 Mon Fries, Thomas-Peter, MS150, 11:00 Fri Gordeliy, Elizaveta, MS150, 10:30 Fri Ellwein, Laura, MS52, 4:00 Tue Frischknecht, Amalie, MS40, 12:00 Tue Gotoda, Takeshi, PP1, 8:00 Tue Elmore, Aaron J., MS123, 5:30 Thu Froyland, Gary, IT14, 9:15 Fri Gottlieb, Sigal, MS78, 8:00 Tue Embree, Mark, IT12, 5:30 Thu Fryer, Dashiell, CP9, 5:00 Tue Gottlieb, Sigal, MS95, 8:00 Tue Emelianenko, Maria, MS52, 4:00 Tue Fu, Guosheng, MS10, 10:30 Mon Gottlieb, Sigal, MS78, 10:30 Wed Emelianenko, Maria, MS151, 5:00 Fri Fu, Szu-Pei, MS132, 10:30 Fri Gottlieb, Sigal, MS95, 4:00 Wed Erickson, Lindsay C., CP26, 11:30 Fri Fügenschuh, Armin, CP14, 5:00 Wed Gottlieb, Sigal, MS101, 10:30 Thu Erway, Jennifer, MS155, 10:30 Tue Fulton, Charles T., CP24, 11:10 Fri Gottlieb, Sigal, MS116, 4:00 Thu Erway, Jennifer, MS155, 12:00 Tue Gottlieb, Sigal, MS143, 10:30 Fri Erway, Jennifer, PD0, 6:15 Thu G Gottlieb, Sigal, MS143, 11:30 Fri Gadepally, Vijay, MS108, 10:30 Thu Espanol, Malena I., MS35, 11:30 Tue Gottlieb, Sigal, MS153, 4:00 Fri Gadepally, Vijay, MS108, 10:30 Thu Etingof, Pavel, MS11, 11:00 Mon Graf, Jonathan, CP15, 4:20 Wed Gadepally, Vijay, MS123, 4:00 Thu Evangelinos, Constantinos, MS67, 10:30 Graham, Erica J., MS5, 10:30 Mon Wed Gahvari, Hormozd, MS67, 12:00 Wed Graham, Erica, MS64, 4:00 Tue Evangelinos, Constantinos, MS84, 4:00 Wed Gajamannage, Kelum D., CP9, 4:00 Tue Graham, Erica J., MS79, 10:30 Wed Evans, Oliver, MS48, 11:10 Tue Gambino, James R., CP26, 12:30 Fri Graham, Erica J., MS88, 4:00 Wed Garcia - Lebron, Richard B., PP1, 8:00 Tue AN16 Speaker and Organizer Index Index Organizer and AN16 Speaker Graham, Erica J., MS100, 10:30 Thu F Gardner, Carl L., MS148, 5:30 Fri Faria, Luiz M., CP16, 4:00 Wed Graham, Erica J., MS114, 4:00 Thu Gardner, David J., PP1, 8:00 Tue Fasi, Massimiliano, PP4, 8:00 Tue Graham, Lindley C., MS114, 4:00 Thu Gardner, David J., CP13, 10:30 Wed Fauci, Lisa J., SP1, 2:45 Mon Graham, Lindley C., MS114, 4:00 Thu Gavin, Brendan, CP1, 10:50 Mon Faugere, Jean-Charles, MS126, 4:00 Thu Grant, Holly, PP1, 8:00 Tue Gawlik, Evan S., PP1, 8:00 Tue Fawzi, Hamza, MS31, 5:30 Mon Grant, Zachary J., MS143, 10:30 Fri Geng, Weihua, MS139, 11:00 Fri

Italicized names indicate session organizers. 2016 SIAM Annual Meeting 185

Green, Gary, PD1, 6:15 Mon Hansen, Markus, MS22, 5:00 Mon Hu, Jian, CP10, 4:40 Tue Greengard, Leslie, MS39, 10:30 Tue Harrington, Heather, MS128, 10:30 Fri Hu, Jonathan J., CP28, 4:20 Fri Grenfell, Bryan, JP1, 2:00 Mon Harrington, Heather, MS145, 4:00 Fri Hu, Xiaozhe, MS72, 10:30 Wed Grepl, Martin, MS137, 10:30 Fri Harrison, Lane, MS144, 11:00 Fri Hu, Xiaozhe, MS91, 4:00 Wed Griewank, Andreas, MS76, 12:00 Wed Hart, Joseph L., PP1, 8:00 Tue Hu, Xiaozhe, MS91, 4:00 Wed Grikschat, Steve, PP6, 8:00 Tue Hasan Khan, Mohammad Maifi, MS41, 11:30 Hu, Yeyao, CP16, 5:20 Wed Tue Grimm, Volker, MS103, 11:00 Thu Hua, Yu, CP8, 11:10 Tue Hashemi, Behnam, CP6, 4:20 Mon Grim-McNally, Arielle K., CP1, 11:30 Huang, Jingfang, MS83, 4:00 Wed Mon Hauenstein, Jon, MS37, 10:30 Tue Huckle, Thomas K., MS116, 5:30 Thu Gross, Elizabeth, MS4, 10:30 Mon Hauenstein, Jonathan, MS51, 4:00 Tue Humpherys, Jeffrey, MT2, 10:30 Wed Gross, Elizabeth, MS19, 4:00 Mon Hazra, Subhendu, MS57, 5:00 Tue Humpherys, Jeffrey, MT2, 10:30 Wed Gross, Elizabeth, MS128, 12:00 Fri He, Adam, MS16, 11:10 Mon Humphries, Tony, MS33, 4:00 Mon Gross, Louis J., MS130, 10:30 Fri Helmstetter, Anthony, MS35, 11:00 Tue Hungria, Allan R., MS25, 5:00 Mon Gross, Louis J., MS130, 10:30 Fri Helsing, Johan, MS96, 11:30 Thu Hupp, Daniel, MS124, 4:30 Thu Guan, Qingguang, MS55, 4:00 Tue Hendryx, Emily, MS48, 11:30 Tue Huroyan, Vahan, MS68, 12:00 Wed Guasoni, Paolo, MS110, 10:30 Thu Herbert-Voss, Ariel, MS48, 11:50 Tue Huybrechs, Daan, MS13, 10:30 Mon Guevara Vasquez, Fernando, MS71, 10:30 Heryudono, Alfa, MS97, 12:00 Thu Huybrechs, Daan, MS13, 10:30 Mon Wed Hewett, David, MS61, 4:30 Tue Huybrechs, Daan, MS29, 4:00 Mon Guevara Vasquez, Fernando, MS71, 10:30 Hicken, Jason E., MS38, 10:30 Tue Wed Hicken, Jason E., MS38, 12:00 Tue I Guevara Vasquez, Fernando, MS87, 4:00 Iams, Sarah, MS151, 4:00 Fri Hicken, Jason E., MS53, 4:00 Tue Wed Ibeid, Huda, CP3, 10:50 Mon Hidalgo-Silva, Hugo, CP4, 4:40 Mon Gunawardena, Jeremy, MS128, 10:30 Fri Imbert-Gerard, Lise-Marie, MS13, 11:00 Higgins, Raegan, MS64, 4:00 Tue Gunzburger, Max, MS40, 10:30 Tue Mon Higgins, Raegan, MS79, 10:30 Wed Guo, Wei, MS107, 10:30 Thu Ionita, Antonio Cosmin, PP7, 8:00 Tue Higgins, Raegan, MS88, 4:00 Wed Guo, Wei, MS122, 4:00 Thu Ipsen, Ilse, MS73, 10:30 Wed Higgins, Raegan, MS100, 10:30 Thu Guo, Wei, MS122, 4:00 Thu Ipsen, Ilse, MS92, 4:00 Wed AN16 Speaker and Organizer Index Higgins, Raegan, MS114, 4:00 Thu Gustafson, Kyle B., CP23, 11:10 Fri Ishkhanyan, Tigran, PP1, 8:00 Tue Higham, Des, CP3, 10:30 Mon Guthrey, Pierson, MS2, 10:30 Mon Higham, Des, PP4, 8:00 Tue Gutierrez, Cristian, MS28, 4:30 Mon J Higham, Des, PD0, 6:15 Thu Jaber, Ali, PP1, 8:00 Tue H Higham, Nicholas J., PP4, 8:00 Tue Jackson, Trachette, MS5, 10:30 Mon Haah, Jeongwan, MS27, 4:30 Mon Higham, Nicholas J., MS92, 4:00 Wed Jackson, Trachette, MS20, 4:00 Mon Haddock, Jamie, PP1, 8:00 Tue Ho, Nguyenho, MS48, 10:30 Tue Jan, Ahmad, MS57, 5:30 Tue Haglin, David, MS59, 4:00 Tue Ho, Nguyenho, MS77, 10:30 Wed Jangveladze, Temur, CP18, 11:50 Thu Hagstrom, Thomas M., MS118, 4:30 Thu Hodges, Tim E., MS51, 5:00 Tue Jemison, Matthew B., PP1, 8:00 Tue Halappanavar, Mahantesh, MS42, 10:30 Hoffman, Matthew J., MS56, 5:00 Tue Jenkins, Lea, MS90, 4:00 Wed Tue Hogan, Emilie, MS42, 10:30 Tue Jenkins, Lea, MS90, 4:30 Wed Halappanavar, Mahantesh, MS59, 4:00 Hogan, Emilie, MS59, 4:00 Tue Jenkinson, Michael, MS44, 11:00 Tue Tue Hokanson, Jeffrey M., CP22, 5:00 Thu Jerez-Hanckes, Carlos, MS74, 12:00 Wed Haley, James M., CP11, 11:30 Wed Hong, Youngjoon, MS44, 10:30 Tue Jiang, Jiahua, MS32, 4:00 Mon Han, Jihun, MS125, 5:30 Thu Hong, Youngjoon, MS61, 4:00 Tue Jiang, Yan, MS107, 10:30 Thu Han, Zhonghua, MS112, 10:30 Thu Hong, Youngjoon, MS61, 5:00 Tue Jiang, Yan, MS107, 10:30 Thu Han, Zhonghua, MS127, 4:00 Thu Horvath, Zoltan, MS153, 5:30 Fri Jiang, Yan, MS122, 4:00 Thu Hsieh, Fu-Shiung, CP8, 11:30 Tue Jiang, Zhanhong, PP1, 8:00 Tue Hsu, Ting-Hao, MS115, 5:30 Thu Jiwari, Ram, CP16, 5:40 Wed Jones, Erika, MS114, 4:30 Thu

Italicized names indicate session organizers. 186 2016 SIAM Annual Meeting

Jordan, Kirk E., MS67, 10:30 Wed Knizhnerman, Leonid, MS103, 12:00 Thu Lamichhane, Bishnu P., MS60, 5:30 Tue Jordan, Kirk E., MS67, 10:30 Wed Knuth, Donald E., SP2, 2:30 Tue Lan, Tian, MS11, 11:30 Mon Jordan, Kirk E., MS84, 4:00 Wed Knyazev, Andrew, MS68, 10:30 Wed Lane, Tom, PP7, 8:00 Tue Jordan, Scott G., PP1, 8:00 Tue Knyazev, Andrew, MS68, 10:30 Wed Larson, Jeffrey M., MS155, 10:30 Tue Kolaczyk, Eric D., MS66, 11:00 Wed Laskowski, Gregory, MS38, 11:00 Tue K Kolata, William G., MS6, 11:00 Wed LeCun, Yann, IT3, 2:45 Thu Kabacaoglu, Gokberk, MS117, 5:00 Thu Kolata, William G., MS21, 11:00 Wed Lee, Hsueh-Chen, PP1, 8:00 Tue Kabir, Humayun, MS30, 5:00 Mon Kolata, William G., MS6, 10:30 Mon Lee, Mintaek, CP2, 11:50 Mon Kågström, Bo T., MS73, 12:00 Wed Kolata, William G., MS21, 4:00 Mon Lee, Shine-Der, CP7, 11:30 Tue Kahle, David, MS4, 11:30 Mon Kolata, William G., PD1, 6:15 Mon Lee, Tae-Rin, CP27, 5:40 Fri Kaiser, Eurika, MS146, 5:00 Fri Kolda, Tamara G., MS14, 10:30 Mon Lee-Thorp, James P., MS61, 5:30 Tue Kalyanaraman, Ananth, MS59, 4:30 Tue Kolda, Tamara G., PD1, 6:15 Mon Lehrenfeld, Christoph, MS25, 5:30 Mon Kannan, Ramakrishnan, PP7, 8:00 Tue Kolda, Tamara G., MS73, 10:30 Wed Lei, Qi, MS31, 5:00 Mon Kao, Chiu-Yen, MS129, 5:00 Tue Kolda, Tamara G., PD0, 8:15 Thu Leiderman, Karin, MS5, 11:00 Mon Karniadakis, George E., MS133, 10:30 Fri Kolgushev, Oleg, MS66, 10:30 Wed Leisman, Katelyn J., MS131, 11:30 Fri Karniadakis, George E., MS149, 4:00 Fri Kolibal, Joseph, MS43, 11:30 Tue Lermusiaux, Pierre, MS25, 4:00 Mon Karwa, Vishesh, MS19, 5:00 Mon Kolpas, Allison, CP27, 4:20 Fri Levy, Rachel, PD1, 6:15 Mon Kasimova, Rouzalia, CP13, 12:30 Wed Korn, Peter, MS105, 11:00 Thu Levy, Rachel, MT2, 10:30 Wed Kath, William, MS86, 5:00 Wed Kotiuga, Peter R., CP17, 10:50 Thu Levy, Rachel, MS101, 10:30 Thu Kauffman, Justin A., MS65, 11:30 Wed Kovacic, Gregor, MS89, 4:00 Wed Levy, Rachel, MS116, 4:00 Thu Kelling, Claire, PP1, 8:00 Tue Kramer, Boris, MS137, 12:00 Fri Levy, Rachel, MS130, 10:30 Fri Kepner, Jeremy, MS23, 4:00 Mon Kramer, Boris, MS146, 4:00 Fri Lewis, Tom, MS141, 11:30 Fri Kestyn, James, CP3, 11:30 Mon Krasny, Robert, MS97, 11:00 Thu Leyffer, Sven, PD0, 6:15 Thu Kestyn, James, PP4, 8:00 Tue Kratsashvili, Maia, CP18, 12:10 Thu Leyffer, Sven, PD0, 8:15 Thu Ketcheson, David I., MS143, 10:30 Fri Kreienbuehl, Andreas, MS109, 10:30 Thu Li, Changpin, MS133, 12:00 Fri Ketcheson, David I., MS143, 12:00 Fri Krishnamurthy, Ashok K., MS123, 4:00 Li, Jinglai, MS50, 4:00 Tue Ketcheson, David I., MS153, 4:00 Fri Thu Li, Liangwei, MS72, 12:00 Wed Kevrekidis, Ioannis, SP3, 3:00 Wed Kristensen, Morten, MS36, 11:00 Tue Li, Longfei, MS65, 10:30 Wed Keyes, David E., PP4, 8:00 Tue Krone, Robert, MS37, 11:30 Tue Li, Longfei, MS65, 10:30 Wed Keyfitz, Barbara L., MS115, 4:00 Thu Kropinski, Mary-Catherine, MS83, 5:30 Li, Longfei, MS81, 4:00 Wed Khajanchi, Subhas, CP27, 5:20 Fri Wed Li, Mao, PP2, 8:00 Tue Khan, Kamil, MS76, 10:30 Wed Kubacki, Michaela J., CP25, 11:30 Fri Li, Peijun, MS147, 4:30 Wed Khan, Kamil, MS76, 11:00 Wed Kubjas, Kaie, MS19, 5:30 Mon Li, Wen, MS43, 11:00 Tue Khuvis, Samuel, MS30, 5:30 Mon Kumar, Vikas, CP21, 5:20 Thu Li, Yingzhou, MS9, 10:30 Mon Kiguradze, Zurab, CP21, 4:40 Thu Kuo, L. H., MS60, 4:00 Tue Li, Yingzhou, MS24, 4:00 Mon Kile, Jennifer, MS89, 5:00 Wed Kurkcu, Harun, CP14, 5:20 Wed Li, Yingzhou, MS24, 4:00 Mon Kilmer, Misha E., MS35, 10:30 Tue Kyng, Rasmus, MS24, 5:30 Mon Liao, Qifeng, MS46, 11:30 Tue Kilmer, Misha E., MS49, 4:00 Tue Liddell, Alan, MS51, 4:30 Tue Kilmer, Misha E., MS71, 11:00 Wed L LaBarbera, Nicholas, MS65, 11:00 Wed Liem, Rhea P., MS112, 11:00 Thu

AN16 Speaker and Organizer Index Index Organizer and AN16 Speaker Kilmer, Misha E., PD0, 8:15 Thu Lai, Jun, MS39, 10:30 Tue Lin, Cheng-Chang, CP11, 12:10 Wed Kim, Hyunju, CP15, 5:00 Wed Lai, Jun, MS54, 4:00 Tue Lin, Junshan, MS39, 11:00 Tue Kinsy, Michel, MS108, 11:30 Thu Lai, Jun, MS54, 5:00 Tue Lin, Junshan, MS129, 4:00 Tue Kjær Ersbøll, Bjarne, MS116, 4:30 Thu Lam, Remi, MS112, 12:00 Thu Lin, Junshan, MS147, 4:00 Wed Knezevic, David, MS104, 11:00 Thu Lambers, James V., MS43, 10:30 Tue Lin, Youzuo, MS49, 4:00 Tue Knight, Philip, PP4, 8:00 Tue Lamichhane, Anup R., MS60, 4:30 Tue Lindstrom, Michael, MS99, 11:00 Thu

Italicized names indicate session organizers. 2016 SIAM Annual Meeting 187

Lischke, Anna, CP6, 5:00 Mon Mangan, Niall M., MS146, 5:30 Fri Minkoff, Susan, MS135, 10:30 Fri Liu, Jiangguo, MS72, 11:30 Wed Manzoni, Andrea, MS32, 4:00 Mon Mirzakhanian, Talin, PP1, 8:00 Tue Liu, Jing, CP22, 5:40 Thu Manzoni, Andrea, MS46, 10:30 Tue Miura, Keiji, CP4, 5:00 Mon Liu, Jinjie, MS80, 4:30 Wed Marbach, Daniel, MS69, 12:00 Wed Modave, Axel, CP25, 10:30 Fri Liu, Min-Yin, MS77, 10:30 Wed Marelli, Stefano, MS50, 5:30 Tue Mohamed, Mamdouh S., CP12, 10:50 Wed Liu, Tiantian, MS91, 5:30 Wed Margulies, Susan, MS111, 12:00 Thu Mohammadi, Fatemeh, MS4, 10:30 Mon Liu, Xiao, MS93, 4:00 Wed Marshall, Christine, MS77, 10:50 Wed Mohseni, Kamran, MS41, 10:30 Tue Liu, Yuan, MS122, 5:00 Thu Martin, Paul A., MS147, 5:00 Wed Mohseni, Kamran, MS41, 10:30 Tue Lopes Filho, Milton, MS94, 4:30 Wed Marzouk, Youssef M., MS7, 11:00 Mon Mohseni, Kamran, MS56, 4:00 Tue Lopez C, Diana C., PP1, 8:00 Tue May, Georg, MS45, 10:30 Tue Moler, Cleve, MS92, 4:30 Wed Loprinzo, Vittorio, MS16, 10:50 Mon Mazzucato, Anna, MS75, 11:30 Wed Monroe, Megan, MS154, 4:00 Fri Lord, Steven, PP7, 8:00 Tue Mcgregor, Duncan A., PP3, 8:00 Tue Montoya, David, MS67, 11:00 Wed Louis-Rose, Carole, CP7, 10:50 Tue McKerns, Michael, CP5, 4:00 Mon Moore, Calandra Tate, MS47, 11:00 Tue Lowengrub, John, MS102, 12:00 Thu McLaughlin, Richard, MS131, 12:00 Fri Moore, Helen, PD0, 6:15 Thu Lu, Jianjie, CP10, 5:40 Tue McMillan, Scott, MS23, 4:30 Mon Moore, Helen, MS130, 12:00 Fri Lu, Yulong, CP2, 12:10 Mon McNamara, Amelia, MS144, 11:30 Fri Moreira, Jose, MS8, 11:00 Mon Luan, Vu Thai, CP24, 10:50 Fri Meerschaert, Mark, MS133, 10:30 Fri Mori, Yoichiro, MS132, 10:30 Fri Luce, Robert, MS31, 4:00 Mon Mehdizadeh Rahimi, Ali, CP6, 5:20 Mon Mori, Yoichiro, MS148, 4:00 Fri Luce, Robert, MS31, 4:00 Mon Meixner, Jessica, MS79, 10:30 Wed Mori, Yoichiro, MS148, 4:30 Fri Lukyanov, Alexander, MS134, 4:00 Thu Meixner, Jessica, MS79, 10:30 Wed Moroles Escalante, Jose, MS100, 11:30 Thu Lukyanov, Alexander, MS134, 4:30 Thu Melis, Ward, MS77, 11:10 Wed Moskow, Shari, MS1, 8:00 Mon Lukyanov, Alexander, MS150, 10:30 Fri Memory, Alexander, MS58, 5:00 Tue Moskow, Shari, MS12, 10:30 Mon Lumsdaine, Andrew, MS8, 12:00 Mon Mena, Hermann, CP7, 11:10 Tue Moskow, Shari, MS28, 4:00 Mon Luo, Songting, MS39, 11:30 Tue Meng, Fanlong, PP1, 8:00 Tue Moskow, Shari, MS87, 5:30 Wed Luo, Songting, MS129, 4:00 Tue Meng, Shixu, MS147, 5:30 Wed Mostovyi, Oleksii, MS110, 11:00 Thu

Luo, Songting, MS147, 4:00 Wed Meshkat, Nicolette, MS128, 10:30 Fri Mu, Cun, MS14, 11:30 Mon AN16 Speaker and Organizer Index Luttman, Aaron B., CP4, 4:20 Mon Meshkat, Nicolette, MS145, 4:00 Fri Mu, Lin, MS72, 10:30 Wed Lyon, Mark, MS13, 10:30 Mon Meyer, David A., MS27, 4:00 Mon Mu, Lin, MS91, 4:00 Wed Lyon, Mark, MS29, 4:00 Mon Miller, Benjamin A., MS66, 10:30 Wed Mueller, Juliane, CP10, 5:20 Tue Lyon, Mark, MS29, 5:30 Mon Miller, Benjamin A., MS82, 4:00 Wed Munster, Drayton, MS49, 5:30 Tue Miller, Benjamin A., MS82, 5:30 Wed Muralikrishnan, Sriramkrishnan, MS10, 11:30 Mon M Miller, Eric, MS35, 10:30 Tue Ma, Jin, PP6, 8:00 Tue Mustapha, Kassem, MS149, 4:00 Fri Miller, Owen D., MS54, 4:00 Tue Maass, Kelsey, PP1, 8:00 Tue Milton, Graeme W., MS12, 10:30 Mon Mackey, Michael, MS15, 10:30 Mon N Min, MiSun, MS61, 4:00 Tue Nagy, James G., MS35, 12:00 Tue Maday, Yvon, MS109, 12:00 Thu Minden, Victor, MS121, 5:30 Thu Nagy, James G., PP7, 8:00 Tue Madduri, Kamesh, MS42, 12:00 Tue Minion, Michael, MS109, 10:30 Thu Nair, Aditya G., CP9, 5:20 Tue Magruder, Caleb C., CP22, 4:00 Thu Minion, Michael, MS124, 4:00 Thu Nam, Kee-Myoung, MS51, 5:30 Tue Mahmood, Tahir, CP11, 12:30 Wed Minion, Michael, MS153, 4:30 Fri Narayan, Akil, MS32, 4:00 Mon Main, Alex, MS81, 5:30 Wed Minkoff, Sue, MS64, 4:00 Tue Narayan, Akil, MS46, 10:30 Tue Makrides, Elizabeth J., MS20, 4:00 Mon Minkoff, Susan, MS79, 10:30 Wed Nasrin, Farzana, CP4, 4:00 Mon Mamonov, Alexander V., MS71, 10:30 Minkoff, Susan, MS88, 4:00 Wed Wed Nazockdast, Ehssan, MS102, 10:30 Thu Minkoff, Susan, MS100, 10:30 Thu Mamonov, Alexander V., MS87, 4:00 Wed Neilan, Michael J., MS141, 10:30 Fri Minkoff, Susan, CP18, 10:30 Thu Mamonov, Alexander V., MS87, 4:00 Newhall, Katherine, MS131, 10:30 Fri Wed Minkoff, Susan, MS114, 4:00 Thu Newhall, Katherine, MS131, 10:30 Fri Nguyen, Cuong, MS10, 10:30 Mon Italicized names indicate session organizers. 188 2016 SIAM Annual Meeting

Nguyen, Cuong, MS25, 4:00 Mon Pang, Peter Y., CP29, 4:20 Fri Qian, Elizabeth, MS137, 11:30 Fri Nguyen, Hoa, MS52, 4:00 Tue Park, Hyungbin, MS110, 10:30 Thu Qian, Jianliang, MS93, 5:00 Wed Nguyen, Hoa, CP12, 11:30 Wed Park, Hyungbin, MS125, 4:00 Thu Qiu, Jingmei, MS107, 11:00 Thu Nguyen, Ngoc Cuong, MS32, 4:30 Mon Park, Hyungbin, MS125, 4:00 Thu Quaife, Bryan D., MS83, 4:30 Wed Ni, Angxiu, MS53, 5:00 Tue Parrilo, Pablo A., IT9, 9:15 Thu Quaife, Bryan D., MS106, 10:30 Thu Nicholls, David P., MS44, 10:30 Tue Parrilo, Pablo A., MS111, 10:30 Thu Quaife, Bryan D., MS121, 4:00 Thu Nicholls, David P., MS44, 10:30 Tue Parrilo, Pablo A., MS126, 4:00 Thu Qureshi, Khizar, MS16, 10:30 Mon Nicholls, David P., MS61, 4:00 Tue Patera, Anthony T., MS104, 10:30 Thu Nielsen, Eric, MS38, 11:30 Tue Patidar, Kailash C., CP21, 4:00 Thu R Raasch, Thorsten, CP8, 10:50 Tue Niemerg, Matthew, MS51, 4:00 Tue Patil, Kunal, MS77, 11:30 Wed Rachh, Manas N., MS96, 11:00 Thu Nkengla, Mechie, MS101, 10:30 Thu Payton, Melanie, PP5, 8:00 Tue Radulescu, Anca R., CP19, 5:00 Thu Núñez-Betancourt, Alexis, MS66, 12:00 Wed Peach, John, PD0, 8:15 Thu Radunskaya, Ami, MS5, 10:30 Mon Nussenzveig Lopes, Helena J., MS75, 10:30 Pealatere, Roseanna, PP2, 8:00 Tue Radunskaya, Ami, MS20, 4:00 Mon Wed Peck, Evan M., MS144, 12:00 Fri Rahimi, Ali Mehdizadeh, MS55, 5:00 Tue Nussenzveig Lopes, Helena J., MS75, 12:00 Pedneault, Michael, MS129, 4:30 Tue Rahimian, Abtin, MS102, 10:30 Thu Wed Peherstorfer, Benjamin, MS7, 10:30 Mon Rahimian, Abtin, MS117, 4:00 Thu Nussenzveig Lopes, Helena J., MS94, 4:00 Peherstorfer, Benjamin, MS70, 10:30 Wed Wed Rahimian, Abtin, MS113, 4:30 Thu Peng, Liqian, CP22, 4:40 Thu Nyaare, Benard O., CP17, 11:50 Thu Rainwater, Greg, CP24, 10:30 Fri Peng, Zhen, MS113, 5:30 Thu Rakesh, Leela, PP1, 8:00 Tue O Peraire, Jaime, MS45, 10:30 Tue Ramet, Pierre, MS106, 12:00 Thu O’Bara, Robert, MS91, 4:30 Wed Peraire, Jaime, MS62, 4:00 Tue Ranjeva, Sylvia, MS152, 4:00 Fri O’Connell, Meghan, MS49, 5:00 Tue Perini, Tyler, PP7, 8:00 Tue Rave, Michelle, PP5, 8:00 Tue Oh, Duk-Soon, CP15, 4:00 Wed Peters, Thomas J., MS84, 4:00 Wed Ravela, Sai, MS41, 12:00 Tue Olver, Sheehan, MS98, 11:30 Thu Pizzo, Michelle, CP6, 5:40 Mon Raymond, Annie, MS111, 11:00 Thu Omar, Saad, MS121, 4:30 Thu Plavnik, Julia Y., MS11, 10:30 Mon Rayskin, Victoria, CP11, 11:10 Wed O’Neil, Michael, MS96, 10:30 Thu Plavnik, Julia Y., MS11, 10:30 Mon Reagan, Kelly, PP5, 8:00 Tue O’Neil, Michael, MS113, 4:00 Thu Plavnik, Julia Y., MS27, 4:00 Mon Reddi, Sashank, MS3, 11:00 Mon O’Neill, Kristin, MS6, 10:30 Mon Policastro, Christopher, PP1, 8:00 Tue Remis, Rob F., MS103, 10:30 Thu O’Neill, Kristin, MS21, 4:00 Mon Pollock, Sara, MS141, 11:00 Fri Remis, Rob F., MS103, 10:30 Thu Ong, Benjamin W., MS124, 4:00 Thu Popa, Jonathan, MS135, 11:30 Fri Remis, Rob F., MS118, 4:00 Thu Onicha, Jude N., CP23, 10:30 Fri Poulson, Jack L., PP4, 8:00 Tue Ren, Baihua, MS40, 11:30 Tue Opsomer, Peter, MS29, 4:30 Mon Pradhan, Sahadev, CP12, 12:30 Wed Ren, Dan, MS125, 5:00 Thu O’Regan, Suzanne, MS152, 5:30 Fri Prezioso, Jamie, PP2, 8:00 Tue Ren, Kui, MS1, 8:00 Mon Orizaga, Saulo, MS88, 5:00 Wed Price, Candice, MS47, 11:30 Tue Ren, Kui, MS129, 4:00 Tue Ortner, Franziska, MS115, 5:00 Thu Prieto Langarica, Alicia, MS64, 5:30 Tue Ren, Yihui, MS66, 11:30 Wed Ott, William, MS86, 4:30 Wed Pritchard, Neil, MS16, 11:30 Mon Renardy, Yuriko, CP12, 10:30 Wed Ottley, Alvitta, MS154, 5:00 Fri Proctor, Joshua L., MS146, 4:00 Fri Renato, Calleja, MS33, 5:00 Mon Oza, Anand, CP12, 11:50 Wed Proctor, Joshua L., MS146, 4:00 Fri Rhebergen, Sander, MS62, 4:00 Tue Ozdaglar, Asuman, MS3, 10:30 Mon Proft, Jennifer, MS120, 5:30 Thu

AN16 Speaker and Organizer Index Index Organizer and AN16 Speaker Ricciuto, Daniel, MS36, 12:00 Tue Pusuluri, Krishna, PP1, 8:00 Tue Robertson, Scott, MS125, 4:30 Thu P Pyzza, Pamela B., MS89, 4:00 Wed Paffenroth, Randy, MS101, 12:00 Thu Robeva, Elina, MS19, 4:30 Mon Pyzza, Pamela B., MS89, 4:00 Wed Painter, Deryc T., MS82, 4:30 Wed Rodriguez, Irma Thalia, PP1, 8:00 Tue Pait, Felipe M., CP7, 11:50 Tue Q Rodriguez, Jose I., MS4, 10:30 Mon Pandit, Sapna, CP21, 5:00 Thu Qi, Maggie, MS102, 11:00 Thu Rodriguez, Jose I., MS19, 4:00 Mon Pandita, Piyush, PP1, 8:00 Tue

Italicized names indicate session organizers. 2016 SIAM Annual Meeting 189

Rody, Sarah G., PP1, 8:00 Tue Schwarz, Michael, MS131, 11:00 Fri Singh, Victor, MS41, 11:00 Tue Rogers, Ryan M., CP11, 10:30 Wed Schweitzer, Marc Alexander, MS134, 4:00 Thu Skufca, Joe, MS90, 5:30 Wed Rossmanith, James A., MS2, 10:30 Mon Schweitzer, Marc Alexander, MS134, 4:00 Thu Skufca, Joseph, MS101, 11:00 Thu Rozza, Gianluigi, MS104, 10:30 Thu Schweitzer, Marc Alexander, MS150, 10:30 Fri Slevinsky, Richard M., MS29, 5:00 Mon Rozza, Gianluigi, MS119, 4:00 Thu Schwenkler, Gustavo, MS110, 11:30 Thu Sliva, Amy, PD1, 6:15 Mon Rozza, Gianluigi, MS119, 4:00 Thu Scovazzi, Guglielmo, MS81, 4:30 Wed Sliva, Amy, MS58, 4:30 Tue Ruan, Xinran, CP29, 5:00 Fri Seal, David C., MS143, 11:00 Fri Sohn, Eunju, CP2, 10:50 Mon Ryu, Hwayeon, MS5, 12:00 Mon Segarra, Santiago, MS82, 4:00 Wed Solus, Liam, MS4, 11:00 Mon Ryu, Jun-Hyung, PP1, 8:00 Tue Segura, Javier, MS98, 10:30 Thu Song, Fangying, MS149, 5:00 Fri Segura, Javier, MS98, 10:30 Thu Sottile, Frank, MS111, 11:30 Thu S Seibold, Benjamin, MS150, 11:30 Fri Soukup, Ivan, CP25, 11:50 Fri Saad, Yousef, MS136, 10:30 Fri Seigal, Anna, MS126, 5:30 Thu Speck, Robert, MS109, 11:00 Thu Sachdeva, Vipin, MS67, 11:30 Wed Sequeira, Filander A., MS45, 12:00 Tue Spencer, Gwen, MS151, 4:30 Fri Safta, Cosmin, MS36, 10:30 Tue Serkh, Kirill, MS96, 12:00 Thu Spring, Braegan S., CP17, 10:30 Thu Saibaba, Arvind, MS24, 5:00 Mon Setayeshgar, Leila, CP2, 10:30 Mon Sra, Suvrit, MS3, 10:30 Mon Sakkaplangkul, Puttha, PP3, 8:00 Tue Shaffery, Peter, PP1, 8:00 Tue Sra, Suvrit, MS3, 12:00 Mon Sakkaplangkul, Puttha, CP28, 5:40 Fri Shaffery, Peter, MS138, 10:30 Fri Srinivasan, Bhuvana, MS2, 11:00 Mon Salac, David, MS132, 11:00 Fri Shaffery, Peter, MS138, 10:30 Fri Stechlinski, Peter G., MS76, 10:30 Wed Salas, Jose, PP1, 8:00 Tue Shaffery, Peter, MS152, 4:00 Fri Stechlinski, Peter G., MS76, 11:30 Wed Salganik, Matthew, IT15, 2:00 Fri Shannon, Stephen, MS25, 4:30 Mon Stephen Tladi, Maleafisha, CP21, 4:20 Thu Sanaei, Pejman, CP26, 10:50 Fri Shao, Meiyue, MS68, 11:00 Wed Stodden, Victoria, IT10, 2:00 Thu Sanchez, Riad, MS32, 5:00 Mon Sharma, Neelima, CP27, 4:40 Fri Stolk, Christiaan C., MS93, 4:30 Wed Sanchez-Arias, Reinaldo, CP10, 4:20 Tue Shearer, Michael, MS115, 4:30 Thu Straka, Peter S., CP9, 4:20 Tue Sanchez-Vizuet, Tonatiuh, MS13, 11:30 Shen, Jiguang, MS45, 11:00 Tue Stratton, Corin W., PP1, 8:00 Tue Mon Shen, Yannan, PP7, 8:00 Tue Strawbridge, Eva M., MS5, 10:30 Mon Sankaranarayanan, Harish, MS149, 4:30 Strawbridge, Eva M., MS20, 4:00 Mon Fri Shimizu, Yukiko, MS53, 4:00 Tue AN16 Speaker and Organizer Index Sanusi, Ridwan A., PP1, 8:00 Tue Shipman, Stephen, MS28, 4:00 Mon Stuart, Georgia, MS135, 10:30 Fri Sapsis, Themistoklis, MS56, 4:30 Tue Shipman, Stephen P., MS147, 4:00 Wed Sturmfels, Bernd, IT2, 9:15 Sun Sargsyan, Khachik, MS7, 11:30 Mon Shirokoff, David, MS140, 12:00 Fri Sun, Jie, CP19, 5:20 Thu Sargsyan, Khachik, MS36, 10:30 Tue Shiu, Anne, MS128, 11:00 Fri Sun, Jimeng, MS14, 11:00 Mon Sargsyan, Khachik, MS50, 4:00 Tue Shomberg, Joseph L., CP16, 4:20 Wed Sundar, Hari, MS10, 12:00 Mon Sariaydin, Selin, CP18, 11:10 Thu Short, Martin, MS99, 11:30 Thu Sundaram, Narayanan, MS23, 5:00 Mon Sasaki, Hirofumi, PP1, 8:00 Tue Shrestha, Sama, MS152, 4:00 Fri Sur, Arnab, CP10, 5:00 Tue Saucedo, Omar, MS114, 5:30 Thu Shrestha, Sama, MS152, 4:30 Fri Surana, Amit, MS146, 4:30 Fri Sauerbrei, Anna, MS127, 5:00 Thu Shuman, David, MS116, 5:00 Thu Sutton, Brian D., PP4, 8:00 Tue Saxe, Karen, IT8, 8:30 Thu Shvarts, Eugene, CP17, 11:30 Thu Sutton, Brian D., CP17, 11:10 Thu Scarinci, Michael J., PP7, 8:00 Tue Shvydkoy, Roman, MS75, 11:00 Wed Svanadze, Merab, CP14, 5:40 Wed Schaffer, Benjamin, MS135, 12:00 Fri Siefert, Christopher, CP1, 10:30 Mon Szanto, Agnes, MS37, 10:30 Tue Schindler, Felix, MS104, 12:00 Thu Sifuentes, Josef, MS100, 10:30 Thu Szyld, Daniel B., CP20, 4:00 Thu Schotland, John, MS12, 11:30 Mon Sifuentes, Josef, MS100, 10:30 Thu Silber, Mary, MS63, 4:00 Tue T Schreiber, Robert, MS92, 5:30 Wed Taddei, Tommaso, MS7, 12:00 Mon Simon, Mazoleka M., PP1, 8:00 Tue Schulze, Philipp, MS70, 12:00 Wed Takeuchi, Melody, MS48, 10:30 Tue Sinani, Klajdi, CP22, 4:20 Thu Schwartz, Ira B., MS86, 4:00 Wed Takeuchi, Melody, MS77, 10:30 Wed Schwartz, Ira B., MS86, 4:00 Wed Sinclair, Dina, CP26, 10:30 Fri

Italicized names indicate session organizers. 190 2016 SIAM Annual Meeting

Talnikar, Chaitanya, MS53, 4:30 Tue Vandaele, Arnaud, MS31, 4:30 Mon Weekes, Suzanne L., MS101, 10:30 Thu Tang, Hui, PP1, 8:00 Tue Vazquez, Marilyn Yazmin, PP2, 8:00 Tue Weekes, Suzanne L., MS116, 4:00 Thu Tang, Qi, MS65, 10:30 Wed Vecharynski, Eugene, MS68, 10:30 Wed Weinstein, Michael I., MS1, 9:30 Mon Tang, Qi, MS81, 4:00 Wed Veerapaneni, Shravan, MS102, 10:30 Thu Wells, David, MS65, 12:00 Wed Tang, Qi, MS81, 4:00 Wed Veerapaneni, Shravan, MS117, 4:00 Thu Welper, Gerrit, CP29, 4:00 Fri Tartakovsky, Alexandre M., MS40, 11:00 Veerapaneni, Shravan, MS117, 4:30 Thu West, Jevin, MS42, 11:30 Tue Tue Venkataramanan, Lalitha, PD1, 6:15 Mon Weston, Kim, MS110, 12:00 Thu Tavener, Simon, MS91, 5:00 Wed Venkatraman, Raghav, MS140, 11:00 Fri White, Jacob, MS113, 4:00 Thu Teboulle, Marc, IT6, 9:15 Wed Vera-Licona, Paola, MS145, 4:30 Fri Wibisono, Andre, MS3, 11:30 Mon Teixeira, Fernando, MS80, 5:30 Wed Veroy, Karen, MS137, 10:30 Fri Wickramasinghe, Shandeepa, PP1, 8:00 Tue Temme, Nico M., MS98, 10:30 Thu Veroy-Grepl, Karen, MS137, 10:30 Fri Wiesner, Tobias A., PP1, 8:00 Tue Theillard, Maxime, MS132, 11:30 Fri Vicol, Vlad C., MS94, 4:00 Wed Wilber, Heather D., CP6, 4:40 Mon Thomases, Becca, MS102, 11:30 Thu Vidal-Codina, Ferran, MS104, 11:30 Thu Wild, Stefan, IT5, 8:30 Wed Tian, Jing, CP12, 11:10 Wed Vogel, James, MS9, 12:00 Mon Willcox, Karen E., MS41, 10:30 Tue Tian, Xiaochuan, PP1, 8:00 Tue Vogelius, Michael, MS28, 5;30 Mon Willcox, Karen E., MS56, 4:00 Tue Tiba, Dan I., CP7, 12:10 Tue Volkening, Alexandria, MS77, 11:50 Wed Wilson, Shelby, MS20, 5:30 Mon Tisseur, Francoise, PP4, 8:00 Tue Voller, Zachary, MS142, 10:30 Fri Wilson, Shelby, MS47, 10:30 Tue Tobler, Christine, PP4, 8:00 Tue Vuik, Kees, MS134, 4:00 Thu Wilson, Shelby, MS47, 10:30 Tue Tokieda, Tadashi, SP4, 6:15 Wed Vuik, Kees, MS150, 10:30 Fri Wirkus, Stephen, MS64, 4:00 Tue Tokman, Mayya, MS153, 4:00 Fri Wirkus, Stephen, MS64, 4:00 Tue Topaz, Chad M., MS151, 4:00 Fri W Witelski, Thomas P., MT2, 10:30 Wed Wala, Matt, MS96, 10:30 Thu Topaz, Chad M., MS151, 4:00 Fri Witkov, Carey, CP19, 4:00 Thu Walker, Spencer R., MS148, 5:00 Fri Townsend, Alex, PP4, 8:00 Tue Wobbes, Lisa, MS150, 12:00 Fri Wang, Chong, CP16, 5:00 Wed Townsend, Alex, MS98, 12:00 Thu Wolf, Michael, MS23, 5:30 Mon Wang, Gu, MS110, 10:30 Thu Trask, Nathaniel, MS97, 10:30 Thu Wong, Jeffrey, MS99, 12:00 Thu Wang, Gu, MS125, 4:00 Thu Trask, Nathaniel, MS97, 10:30 Thu Wood, Cynthia, MS100, 11:00 Thu Wang, Hong, MS133, 10:30 Fri Trebotich, David, CP3, 11:10 Mon Wood, Karen E, PP2, 8:00 Tue Wang, Hong, MS133, 11:00 Fri Trefethen, Nick, CP6, 4:00 Mon Wu, Lingfei, MS136, 11:00 Fri Wang, Hong, MS149, 4:00 Fri Tripathy, Rohit, CP22, 5:20 Thu Wang, Junping, MS72, 10:30 Wed Tsikkou, Charis, MS99, 10:30 Thu X Wang, Min, PP7, 8:00 Tue Xi, Yuanzhe, PP4, 8:00 Tue Tsikkou, Charis, MS99, 10:30 Thu Wang, Qiqi, MS38, 10:30 Tue Xi, Yuanzhe, MS136, 10:30 Fri Tsikkou, Charis, MS115, 4:00 Thu Wang, Qiqi, MS38, 10:30 Tue Xi, Yuanzhe, MS136, 10:30 Fri Turc, Catalin, MS74, 11:30 Wed Wang, Qiqi, MS53, 4:00 Tue Xia, Chao, PP1, 8:00 Tue Turner, Peter R., MS16, 10:30 Mon Wang, Qiqi, PP7, 8:00 Tue Xia, Jianlin, MS106, 11:30 Thu Tutberidze, Mikheil, CP15, 5:20 Wed Wang, Siyang, PP1, 8:00 Tue Xie, Xuping, MS119, 4:30 Thu U Wang, Zhaoxia, PP1, 8:00 Tue Xiu, Dongbin, MS50, 4:30 Tue Udell, Madeleine R., MS14, 10:30 Mon Wang, Zhu, MS32, 5:30 Mon Xu, Feifei, PP2, 8:00 Tue Udell, Madeleine R., MS14, 10:30 Mon Webb, Marcus, MS77, 12:10 Wed Xu, Ling, CP26, 12:10 Fri Uhler, Caroline, MS126, 5:00 Thu Webster, Jennifer B., MS42, 10:30 Tue Xue, Fei, MS68, 11:30 Wed AN16 Speaker and Organizer Index Index Organizer and AN16 Speaker Uribe, Cesar A., CP5, 4:20 Mon Webster, Jennifer B., MS42, 10:30 Tue Uzor, Blessing, CP24, 11:30 Fri Webster, Jennifer B., MS59, 4:00 Tue Y Yacoubou Djima, Karamatou A., MS79, Weekes, Suzanne L., MS17, 8:00 Mon 11:00 Wed V Weekes, Suzanne L., MS17, 8:00 Mon Vallejo, Celeste, PP2, 8:00 Tue Yan, Donghui, MS101, 11:30 Thu Weekes, Suzanne L., MS18, 10:30 Mon Vallelian, Sarah, MS49, 4:30 Tue Weekes, Suzanne L., PP0, 12:30 Mon Van Wyk, Hans-Werner, CP13, 11:10 Wed

Italicized names indicate session organizers. 2016 SIAM Annual Meeting 191

Yan, Jiawen, MS16, 12:10 Mon Zeng, Fanhai, MS149, 5:30 Fri Yang, Carl, MS8, 11:30 Mon Zeng, Xianyi, CP26, 11:10 Fri Yang, Haizhao, MS9, 10:30 Mon Zepeda-Nunez, Leonardo, MS74, 10:30 Wed Yang, Haizhao, MS9, 10:30 Mon Zepeda-Nunez, Leonardo, MS93, 4:00 Wed Yang, Haizhao, MS24, 4:00 Mon Zepeda-Núñez, Leonardo, MS29, 4:00 Mon Yang, Jianke, MS12, 11:00 Mon Zhang, Bingsheng, CP18, 11:30 Thu Yang, Mei, CP1, 11:50 Mon Zhang, Hongchao, MS155, 11:30 Tue Yang, Yanfang, PP1, 8:00 Tue Zhang, Jiani, PP7, 8:00 Tue Yang, Yanfang, PP2, 8:00 Tue Zhang, Qinghai, CP29, 5:20 Fri Yang, Yunan, CP8, 10:30 Tue Zhang, Sanzong, MS84, 5:00 Wed Yano, Masayuki, MS104, 10:30 Thu Zhang, Weijian, PP7, 8:00 Tue Yano, Masayuki, MS119, 4:00 Thu Zhang, Xiaodong, PP1, 8:00 Tue Yano, Masayuki, MS119, 5:30 Thu Zhang, Yu, MS127, 4:00 Thu Yao, Guangming, MS43, 10:30 Tue Zhao, Bingyu, PP2, 8:00 Tue Yao, Guangming, MS43, 12:00 Tue Zhao, Hongkai, MS74, 11:00 Wed Yao, Guangming, MS60, 4:00 Tue Zhao, Shan, MS80, 5:00 Wed Yao, Lingxing, MS132, 12:00 Fri Zheng, Bin, MS55, 4:30 Tue Yarman, Evren, MS87, 5:00 Wed Zheng, Xiaoning, MS81, 5:00 Wed Yawar, Ali, PP1, 8:00 Tue Zhong, Xinghui, MS107, 11:30 Thu Ye, Xin, MS136, 12:00 Fri Zhou, Dong, CP20, 4:40 Thu Ye, Xiu, MS72, 11:00 Wed Zhu, Huiqing, MS60, 5:00 Tue Yellapantula, Shashank, MS108, 12:00 Thu Zhu, Xueyu, MS46, 12:00 Tue Ying, Da, MS62, 5:00 Tue Ziegenhagel, Albert, MS134, 5:30 Thu Ying, Lexing, MS13, 12:00 Mon Zimmerling, Jörn T., MS118, 5:00 Thu Young, Yuan-Nan, MS117, 4:00 Thu Zimmermann, Ralf, MS112, 10:30 Thu Young, Yuan-Nan, MS132, 10:30 Fri Zimmermann, Ralf, MS112, 10:30 Thu Young, Yuan-Nan, MS148, 4:00 Fri Zimmermann, Ralf, MS127, 4:00 Thu AN16 Speaker and Organizer Index Youngs, Nora, MS145, 5:00 Fri Zimolzak, Andrew, MS123, 5:00 Thu Yu, Hongji, MS16, 11:50 Mon Zipkin, Joseph R., MS58, 4:00 Tue Yuchen, Jiang, MS48, 12:10 Tue Zipkin, Joseph R., MS58, 4:00 Tue Z Zahm, Olivier, MS119, 5:00 Thu Zahr, Matthew J., MS137, 11:00 Fri Zaslavsky, Mikhail, MS103, 10:30 Thu Zaslavsky, Mikhail, MS118, 4:00 Thu Zaslavsky, Mikhail, MS118, 4:00 Thu Zayernouri, Mohsen, MS133, 11:30 Fri Zemaityte, Mante, PP4, 8:00 Tue 192 2016 SIAM Annual Meeting

Notes 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 193

LS16 Speaker and Organizer Index LS16 Speaker & Organizer Index 194 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

A Booth, Victoria, MS61, 10:30 Wed B Booth, Victoria, MS74, 4:00 Wed Abaid, Nicole, MS33, 12:00 Tue Baaijens, Frank, IC4, 9:15 Tue Borgers, Christoph, MS42, 5:30 Tue Abdelshafy, Kareem K., MS81, 11:30 Thu Bagchi, Ansu, MS64, 11:00 Wed Borisyuk, Alla, MS75, 4:30 Wed Abrams, Ruth, MS77, 4:00 Wed Baker, Lewis, PP1, 8:00 Tue Boros, Balázs, MS96, 5:00 Thu Ackora-Prah, Joseph, PP1, 8:00 Tue Balaguera, Manuel I., CP4, 5:00 Mon Bortz, David M., MS56, 10:30 Wed Agusto, Folashade, MS76, 4:00 Wed Banks, H. T., MS26, 4:00 Mon Bortz, David M., MS66, 5:30 Wed Akao, Akihiko, PP1, 8:00 Tue Banuelos, Mario, CP2, 10:30 Mon Bottino, Dean C., PD1, 6:15 Mon Aksenov, Sergey, MS90, 11:30 Thu Barbaro, Alethea, MS33, 10:30 Tue Bottino, Dean C., MS64, 10:30 Wed Alber, Mark S., MS94, 5:30 Thu Barbaro, Alethea, MS33, 10:30 Tue Bottino, Dean C., MS64, 11:30 Wed Alderete, Austin R., PP2, 8:00 Tue Barbaro, Alethea, MS46, 4:00 Tue Bottino, Dean C., MS77, 4:00 Wed Allard, Jun, MS78, 10:30 Thu Bardhan, Jaydeep, MS43, 4:00 Tue Boullu, Loïs, CP15, 4:00 Thu Allen, Richard, MS64, 12:00 Wed Bardhan, Jaydeep, MS55, 10:30 Wed Bozic, Ivana, MS39, 11:30 Tue Allerheiligen, Sandy, IC7, 8:30 Thu Barnaby, Johnna P., PP1, 8:00 Tue Brady, Renee, PP1, 8:00 Tue Allman, Elizabeth S., MS47, 4:30 Tue Barone, Alessandro, MS95, 5:30 Thu Braun, Richard, MS4, 10:30 Mon Al-Shanableh, Najah, CP6, 10:50 Tue Barranca, Victor, MS10, 10:30 Mon Braun, Richard, MS17, 4:00 Mon Al-Shanableh, Najah, PP1, 8:00 Tue Barranca, Victor, MS62, 10:30 Wed Bressloff, Paul C., MS91, 4:00 Thu Altrock, Philipp M., MS51, 4:30 Tue Barreiro, Andrea K., MS36, 10:30 Tue Brinkman, Braden, MS36, 12:00 Tue Altus, Sabina, PP1, 8:00 Tue Barreiro, Andrea K., MS36, 10:30 Tue Brons, Morten, MS35, 11:30 Tue Alvarado, Cesar, PP1, 8:00 Tue Barreiro, Andrea K., MS49, 4:00 Tue Brooks, Heather A., PP3, 8:00 Tue Aminzare, Zahra, MS20, 4:00 Mon Beale, Thomas, MS67, 4:30 Wed Brown, David L., PD0, 6:15 Thu Anderson, Daniel M., MS17, 5:30 Mon Bécue, Pierre-Elliott, PP1, 8:00 Tue Buie, Cullen, MS1, 11:30 Mon Anderson, David F., MS83, 11:00 Thu Beggs, John M., MS62, 11:00 Wed Bukac, Martina, MS69, 4:00 Wed Anderson, Penny, PD1, 6:15 Mon Berg, Howard, MS41, 4:00 Tue Bukac, Martina, MS69, 5:30 Wed Andres, Frederic, MS76, 4:30 Wed Bergevin, Christopher, MS59, 10:30 Wed Bullara, Domenico, MS98, 5:00 Thu Arciero, Julia, MS4, 10:30 Mon Bergevin, Christopher, MS59, 10:30 Wed Burke, John M., MT1, 10:30 Thu Arciero, Julia, MS4, 10:30 Mon Bergevin, Christopher, MS72, 4:00 Wed Burke, John M., MT2, 4:00 Thu Arciero, Julia, MS17, 4:00 Mon Berman, Spring M., MS33, 11:00 Tue Byrne, Greg, MS57, 12:00 Wed Ardekani, Arezoo, MS79, 12:00 Thu Bernhard, Stefan, MS70, 5:30 Wed Argudo, David, MS16, 5:30 Mon Bertram, Richard, MS7, 11:30 Mon

LS16 Speaker & Organizer Index C Armstrong, Eve, MS7, 10:30 Mon Best, Janet, MS74, 5:30 Wed Caiola, Michael, MS23, 4:00 Mon Armstrong, Eve, MS7, 10:30 Mon Bhandawat, Vikas, MS22, 4:30 Mon Caiola, Michael, MS23, 5:00 Mon Armstrong, Eve, MS20, 4:00 Mon Bhatia, Sangeeta, MS34, 11:00 Tue Calvetti, Daniela, MS84, 10:30 Thu Arnold, Andrea, MS11, 12:00 Mon Bi, Dapeng, MS27, 11:00 Tue Calvetti, Daniela, MS97, 4:00 Thu Arnold, Andrea, MS70, 4:00 Wed Bianco, Simone, CP11, 11:30 Wed Campbell, Sue Ann, MS87, 10:30 Thu Arnold, Andrea, MS82, 10:30 Thu Bies, Robert R., MS90, 11:00 Thu Campbell, Sue Ann, MS87, 10:30 Thu Arnold, Andrea, MS95, 4:00 Thu Bingham, Adrienna, CP13, 4:00 Wed Campbell, Sue Ann, MS100, 4:00 Thu Arratia, Paulo E., MS28, 11:30 Tue Biswas, Tirtho, MS22, 5:00 Mon Canavier, Carmen, MS87, 12:00 Thu Atzberger, Paul J., PP1, 8:00 Tue Blackwood, Julie, MS63, 10:30 Wed Cang, Zixuan, MS3, 11:30 Mon Atzberger, Paul J., MS67, 5:30 Wed Bodova, Katarina, CP8, 4:20 Tue Capo, Gabriela, MS97, 4:30 Thu Au, Loretta, MS37, 10:30 Tue Bodova, Katarina, PP1, 8:00 Tue Carlson, Brian, MS70, 4:30 Wed Au, Loretta, MS37, 10:30 Tue Boie, Sebastian, MS35, 12:00 Tue Casanellas, Marta, MS34, 10:30 Tue Au, Loretta, PP1, 8:00 Tue Bokil, Vrushali A., MS76, 5:00 Wed Cassidy, Tyler, PP1, 8:00 Tue Azizi Boroojeni, Asma, CP6, 10:30 Tue Booth, Victoria, MS61, 10:30 Wed Chadwick, Richard, MS72, 4:30 Wed

Italicized names indicate session organizers. 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 195

Chartrand, Thomas, MS100, 5:00 Thu Daou, Arij, MS7, 11:00 Mon E Chen, Duan, MS3, 10:30 Mon David, Tim, MS70, 4:00 Wed Echebarria, Blas, MS5, 11:00 Mon Chen, Duan, MS3, 10:30 Mon Davidson, Ruth, MS8, 10:30 Mon Efroni, Sol, MS50, 4:30 Tue Chen, Kong, MS102, 4:00 Thu Davidson, Ruth, MS21, 4:00 Mon Eftimie, Raluca, MS46, 5:00 Tue Chen, Weitao, MS19, 4:30 Mon Davidson, Ruth, MS47, 5:00 Tue Elhanati, Yuval, MS38, 11:00 Tue Chen, Zhan, MS43, 4:00 Tue Davis, Jason K., CP11, 11:50 Wed Ellwein Fix, Laura, MS82, 12:00 Thu Chen, Zhan, MS43, 5:30 Tue Davis, Lisa G., MS85, 10:30 Thu Elmas, Mustafa, CP5, 11:10 Tue Chen, Zhan, MS55, 10:30 Wed Davis, Lisa G., MS85, 10:30 Thu Elston, Timothy C., IC2, 9:15 Mon Chen, Zi, MS31, 11:00 Tue de los Reyes V, Aureliio A., MS26, 4:30 Erway, Jennifer, PD0, 6:15 Thu Mon Chen-Charpentier, Benito, MS76, 4:00 Wed Erwin, Samantha, CP9, 4:40 Tue Debonis, Mark J., CP10, 10:30 Wed Chen-Charpentier, Benito, MS76, 4:00 Ezroni, Shylee, PP1, 8:00 Tue Wed Debroy, Swati, MS89, 10:30 Thu Cherry, Elizabeth M., MS5, 10:30 Mon Debroy, Swati, MS102, 4:00 Thu É Cherry, Elizabeth M., MS32, 10:30 Tue Debroy, Swati, MS102, 5:00 Thu Érdi, Péter, MS86, 10:30 Thu Cherry, Elizabeth M., MS45, 4:00 Tue Degnan, James H., MS34, 10:30 Tue Érdi, Péter, MS86, 10:30 Thu Childs, Lauren, MS63, 10:30 Wed Degnan, James H., MS47, 4:00 Tue Érdi, Péter, MS99, 4:00 Thu Degnan, James H., MS47, 5:30 Tue

Chirikjian, Gregory, MS80, 11:30 Thu LS16 Speaker & Organizer Index Deng, Weishan, MS68, 5:30 Wed F Chou, Ching-Shan, MS6, 10:30 Mon Fai, Thomas, MS54, 11:00 Wed Determined, To Be, MT1, 10:30 Thu Chou, Ching-Shan, MS19, 4:00 Mon Farhy, Leon S., MS25, 4:00 Mon Determined, To Be, MT2, 4:00 Thu Ciocanel, Veronica M., MS91, 4:00 Thu Fauci, Lisa J., SP1, 2:45 Mon Didier, Gustavo, MS58, 10:30 Wed Ciocanel, Veronica M., MS91, 5:00 Thu Feng, Zhilan, MS63, 12:00 Wed Didier, Gustavo, MS58, 10:30 Wed Cochran, Amy L., MS86, 10:30 Thu Fenton, Flavio, MS5, 10:30 Mon Diekman, Casey, MS74, 5:00 Wed Cochran, Amy L., MS99, 4:00 Thu Fenton, Flavio, MS18, 4:00 Mon Dierckx, Hans, MS57, 10:30 Wed Cochran, Amy L., MS99, 4:00 Thu Fernandez, Vicente I., MS53, 10:30 Wed Dierckx, Hans, MS57, 11:00 Wed Collens, Jarod, PP1, 8:00 Tue Fernandez, Vicente I., MS53, 11:00 Wed Dillon, Robert H., MS29, 10:30 Tue Comtois, Philippe, MS32, 11:00 Tue Fernandez, Vicente I., MS66, 4:00 Wed Ding, Wandi, MS101, 4:00 Thu Conradi, Carsten, MS96, 5:30 Thu Fernández-Sánchez, Jesús, MS8, 12:00 Mon Dinh, Khanh N., PP1, 8:00 Tue Conway, Jessica M., CP9, 4:00 Tue Fisher, Charles, MS24, 5:00 Mon Diniz Behn, Cecilia, MS61, 10:30 Wed Copos, Calina A., MS52, 10:30 Wed Fitzpatrick, Ben, CP3, 4:00 Mon Diniz Behn, Cecilia, MS74, 4:00 Wed Copos, Calina A., MS52, 12:00 Wed Fleri, Ward, CP2, 11:30 Mon Diniz Behn, Cecilia, MS74, 4:00 Wed Copos, Calina A., MS65, 4:00 Wed Fletcher, Patrick A., MS48, 4:30 Tue Disanto, Filippo, MS8, 11:30 Mon Cowan, Jack, IC0, 9:15 Thu Flores, Diana L., PP1, 8:00 Tue Dobrovolny, Hana, CP9, 4:20 Tue Cowan, Noah J., MS9, 11:30 Mon Flores, Kevin, MS11, 10:30 Mon Docken, Steffen S., PP1, 8:00 Tue Craciun, Gheorghe, MS83, 10:30 Thu Flores, Kevin, MS24, 4:00 Mon Dovzhenok, Andrey A., CP5, 10:30 Tue Craig, Morgan, MS90, 10:30 Thu Fogelson, Aaron L., MS2, 10:30 Mon Drasdo, Dirk, MS56, 12:00 Wed Craig, Morgan, MS103, 4:00 Thu Forcey, Stefan, MS60, 11:00 Wed Drellich, Elizabeth, MS8, 10:30 Mon Craig, Morgan, MS103, 4:30 Thu Ford Versypt, Ashlee N., MS25, 4:30 Mon Drellich, Elizabeth, MS8, 10:30 Mon Cristali, Irina, PP1, 8:00 Tue Forde, Jonathan, CP9, 5:00 Tue Drellich, Elizabeth, MS21, 4:00 Mon Croce, Robert, CP14, 11:30 Thu Forger, Daniel, MS42, 5:00 Tue Driscoll, Tobin, MS17, 4:00 Mon Fricks, John, MS58, 10:30 Wed Drobak, Carolyn M., MS86, 11:00 Thu D Fricks, John, MS58, 11:00 Wed Dai, Shibin, MS30, 10:30 Tue Dunkel, Jorn, MS66, 5:00 Wed Fudenberg, Geoff, MS85, 12:00 Thu Danes, Nicholas A., MS94, 4:00 Thu Fuertinger, Doris H., MS13, 11:00 Mon Danes, Nicholas A., MS94, 4:00 Thu

Italicized names indicate session organizers. 196 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

G Greene, Jim, MS39, 11:00 Tue Hu, Yu, MS62, 11:30 Wed Gallagher, Jill, MS39, 10:30 Tue Greene, Patrick, CP12, 5:00 Wed Humphries, Tony R., MS103, 4:00 Thu Gallagher, Jill, MS51, 4:00 Tue Greenhalgh, Scott W., PP1, 8:00 Tue Hurdal, Monica K., MS99, 5:00 Thu Gallaher, Jill, MS39, 10:30 Tue Grenfell, Bryan, JP1, 2:00 Mon I Galvis, Daniel, PP1, 8:00 Tue Griffith, Boyce E., MS2, 10:30 Mon Imran, Mudassar, CP13, 4:20 Wed Gao, Hao, MS95, 5:00 Thu Griffith, Boyce E., MS2, 12:00 Mon Isaacson, Samuel A., MS29, 10:30 Tue Gaoue, Orou, MS76, 4:00 Wed Griffith, Boyce E., MS15, 4:00 Mon Isaacson, Samuel A., MS29, 11:30 Tue Garikipati, Krishna, MS69, 4:00 Wed Griffith, Boyce E., MS54, 10:30 Wed Isaacson, Samuel A., MS42, 4:00 Tue Garikipati, Krishna, MS69, 5:00 Wed Griffith, Boyce E., MS67, 4:00 Wed Isaacson, Samuel A., MS54, 10:30 Wed Garon, Elyse, CP4, 4:00 Mon Gross, Ben J., CP7, 4:00 Tue Isaacson, Samuel A., MS67, 4:00 Wed Garzon, Alejandro, MS18, 5:30 Mon Gross, Ben J., PP1, 8:00 Tue Iyer, Ram V., MS4, 12:00 Mon Gbolahan, Aramide T., CP6, 11:10 Tue Guasto, Jeffrey, MS41, 5:00 Tue Geng, Weihua, MS68, 4:00 Wed Guy, Robert D., MS28, 10:30 Tue J Geng, Weihua, MS68, 5:00 Wed Guy, Robert D., MS41, 4:00 Tue Jain, Kartik, CP7, 4:20 Tue Georgieva Kondic, Anna, MS77, 5:30 Wed Janett, Amy, PP2, 8:00 Tue Gera, Prerna, MS30, 12:00 Tue H Jensen, Oliver E., MS14, 5:30 Mon Ha, Joon, MS12, 10:30 Mon Gerardo Giorda, Luca, MS84, 10:30 Thu Ji, Hangjie, PP2, 8:00 Tue Ha, Joon, MS25, 4:00 Mon Gerardo Giorda, Luca, MS97, 4:00 Thu Jiang, Pengyao, MS37, 11:00 Tue Ha, Joon, MS25, 5:00 Mon Gevertz, Jana, MS39, 10:30 Tue Jilkine, Alexandra, MS19, 5:30 Mon Hamilton, Franz, MS11, 10:30 Mon Gevertz, Jana, MS51, 4:00 Tue Johnson, Maya E., MS31, 12:00 Tue Hamlet, Christina, MS15, 5:30 Mon Gevertz, Jana, MS51, 4:00 Tue Johnston, Matthew D., MS83, 10:30 Thu Han, Jung Min, PP1, 8:00 Tue Ghanim, Ullah, MS24, 5:30 Mon Johnston, Matthew D., MS96, 4:00 Thu Handy, Gregory A., PP1, 8:00 Tue Gharsalli, Leila, CP6, 11:50 Tue Jonasson, Erin M., PP1, 8:00 Tue He, Jing, MS71, 4:00 Wed Gharsalli, Leila, PP1, 8:00 Tue Jonasson, Erin M., MS78, 10:30 Thu He, Xiuxiu, MS27, 12:00 Tue Ghoraani, Behnaz, MS45, 4:30 Tue Jonoska, Natasha, MS71, 4:00 Wed Heberling, Tamra, MS85, 11:00 Thu Gil, Amparo, CP3, 5:20 Mon Joshi, Badal, MS96, 4:30 Thu Hedrick, Kathryn, MS49, 4:30 Tue Girke, Stefan, CP14, 10:30 Thu Josic, Krešimir, MS36, 11:00 Tue Heitsch, Christine, MS93, 5:00 Thu Gjorgjieva, Julijana, MS49, 5:30 Tue Joyner, Michele, MS24, 4:30 Mon Hellweger, Ferdi, MS56, 10:30 Wed Glanville, Jacob, MS38, 11:30 Tue Juarez, Gabriel, MS53, 10:30 Wed LS16 Speaker & Organizer Index Hendryx, Emily, PP1, 8:00 Tue Goel, Pranay, MS25, 5:30 Mon Juarez, Gabriel, MS66, 4:00 Wed Herndon, Conner, MS5, 11:30 Mon Gong, Xinqi, CP5, 11:30 Tue Juarez, Gabriel, MS66, 4:00 Wed Heymsfield, Steven, MS89, 10:30 Thu Gonzalez-Parra, Gilberto C., CP11, 10:30 Higham, Des, PD0, 6:15 Thu Wed K Ho, Nguyenho, MS79, 11:00 Thu Kang, Minchul, MS58, 11:30 Wed Goodman, Michelle L., PP1, 8:00 Tue Hodge, Terrell, MS60, 10:30 Wed Kanso, Eva, MS53, 11:30 Wed Goodson, Holly, MS78, 10:30 Thu Hodge, Terrell, MS73, 4:00 Wed Kappel, Franz, MS13, 10:30 Mon Goossens, Spencer, MS55, 12:00 Wed Hoffman, Kathleen A., MS9, 10:30 Mon Kappel, Franz, MS13, 10:30 Mon Gopinath, Arvind, MS28, 11:00 Tue Hoffman, Kathleen A., MS9, 10:30 Mon Kappel, Franz, MS26, 4:00 Mon Gou, Kun, MS31, 10:30 Tue Hoffman, Matthew J., MS32, 12:00 Tue Karma, Alain, MS18, 4:30 Mon Gou, Kun, MS44, 4:00 Tue Holmes, William, MS19, 5:00 Mon Karunarathna, Sanjeewa S., PP2, 8:00 Tue Gou, Kun, MS44, 4:00 Tue Hoover, Alexander, MS92, 5:30 Thu Ke, Ruian, MS90, 12:00 Thu Govaerts, Willy, CP5, 10:50 Tue Hosseini, Seyed Hossein, PP1, 8:00 Tue Kelly, Michael R., MS88, 12:00 Thu Graham, Erica J., MS94, 4:30 Thu Hu, Kun, MS70, 5:00 Wed Keplinger, Keegan M., PP1, 8:00 Tue Grebenkov, Denis, CP3, 5:00 Mon Green, Gary, PD1, 6:15 Mon 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 197

Keshava, Nirmal, CP15, 4:40 Thu Leili, Shahriyari, MS6, 12:00 Mon M Ketelaar, Christiaan, PP2, 8:00 Tue Leiser, Randolph, MS12, 11:30 Mon Ma, Baoling, CP11, 10:50 Wed Kevrekidis, Ioannis, SP3, 3:00 Wed Leite, Maria, MS76, 4:00 Wed Macauley, Matthew, MS21, 4:00 Mon Khajanchi, Subhas, CP4, 4:20 Mon Leite, Maria, MS76, 5:30 Wed Mackey, Michael, MS90, 10:30 Thu Khan, Qamar J., CP10, 10:50 Wed Lenhart, Suzanne M., MS88, 10:30 Thu Mackey, Michael, MS90, 10:30 Thu Khatri, Shilpa, MS2, 11:30 Mon Lenhart, Suzanne M., MS101, 4:00 Thu Mackey, Michael, MS103, 4:00 Thu Kile, Jennifer, MS23, 4:00 Mon Letson, Benjamin, MS35, 11:00 Tue Macklin, Paul, MS56, 11:00 Wed Kile, Jennifer, MS23, 4:30 Mon Levy, Rachel, PD1, 6:15 Mon Mader, Gregory C., CP15, 4:20 Thu Kilikian, Virginia, PP1, 8:00 Tue Lewis, Timothy, MS9, 12:00 Mon Magpantay, Felicia, MS63, 11:00 Wed Kilmer, Misha E., PD0, 8:15 Thu Leyffer, Sven, PD0, 6:15 Thu Mahapatra, Chitaranjan, CP5, 11:50 Tue Kilpatrick, Zachary, MS87, 11:30 Thu Leyffer, Sven, PD0, 8:15 Thu Maheshwari, Vaibhav, MS26, 5:00 Mon Kim, Christopher, PP1, 8:00 Tue Li, Chuanbin, MS28, 12:00 Tue Mahserejian, Shant, MS78, 12:00 Thu Kim, Christopher, MS62, 10:30 Wed Li, Shuwang, MS16, 4:00 Mon Maki, Kara L., MS4, 10:30 Mon Kim, Christopher, MS62, 12:00 Wed Li, Shuwang, MS30, 10:30 Tue Maki, Kara L., MS17, 4:00 Mon Kim, Jae Kyoung, CP1, 10:30 Mon Li, Songting, MS10, 11:30 Mon Maki, Kara L., MS17, 5:00 Mon Kim, Lae U., PP1, 8:00 Tue Li, Tiejun, MS19, 4:00 Mon Maki, Kara L., PP2, 8:00 Tue LS16 Speaker & Organizer Index Kim, Yongsam, MS54, 11:30 Wed Li, Xiaofan, MS80, 11:00 Thu Malka, Roy, CP14, 11:10 Thu Kissler, Stephen M., CP9, 5:20 Tue Li, Zhilin, MS54, 12:00 Wed Manning, Cammey Cole, CP15, 5:00 Thu Klapper, Isaac, MS14, 4:00 Mon Lilienkamp, Thomas, MS18, 5:00 Mon Marcotte, Christopher, MS57, 11:30 Wed Knuth, Donald E., SP2, 2:30 Tue Lim, Hyunkyung, MS32, 11:30 Tue Marder, Eve, MS7, 12:00 Mon Ko, William, MS29, 11:00 Tue Lim, Sookkyung, MS2, 10:30 Mon Margoliash, Daniel, MS20, 4:30 Mon Kocsis, Bernat, MS86, 12:00 Thu Lim, Sookkyung, MS15, 4:00 Mon Martindale, James, MS92, 5:00 Thu Kohandel, Mohammad, MS51, 5:00 Tue Lim, Sookkyung, MS29, 10:30 Tue Martinez, Monica, MS66, 4:30 Wed Kolata, William G., PD1, 6:15 Mon Lim, Sookkyung, MS42, 4:00 Tue Marucho, Marcelo, MS55, 10:30 Wed Kolda, Tamara G., PD1, 6:15 Mon Liu, Benjamin R., PP1, 8:00 Tue Marzen, Sarah, CP8, 4:40 Tue Kolda, Tamara G., PD0, 8:15 Thu Liu, Chun, MS1, 11:00 Mon Mastroberardino, Antonio, PP2, 8:00 Tue Kollar, Richard, PP1, 8:00 Tue Liu, Jing, PP1, 8:00 Tue Mathew, Shibin, CP1, 10:50 Mon Kolokolnikov, Theodore, MS33, 11:30 Tue Liu, Kai, MS16, 4:30 Mon Matveev, Victor, PP1, 8:00 Tue Konstorum, Anna, MS21, 5:30 Mon Liu, Xinfeng, MS6, 10:30 Mon Matzavinos, Anastasios, MS78, 11:30 Thu Kool, Janne, MS83, 11:30 Thu Liu, Xinfeng, MS19, 4:00 Mon Mauro, Ava J., MS78, 10:30 Thu Koshy Chenthittayil, Sherli, CP8, 5:00 Tue Liu, Xinfeng, MS14, 4:30 Mon McCarthy, Michelle, MS23, 4:00 Mon Koshy Chenthittayil, Sherli, PP1, 8:00 Tue Lo, Wing-Cheong, MS6, 11:30 Mon McEneny-King, Alanna, MS103, 5:00 Thu Kovacic, Gregor, MS75, 5:30 Wed Lombardo, Daniel, MS45, 5:00 Tue Mcgann, Anna V., CP13, 5:20 Wed Kramer, Mark, MS10, 12:00 Mon Long, Michael, MS20, 5:30 Mon Mcgee, Reginald, CP15, 5:20 Thu Kramer, Peter R., MS15, 4:00 Mon Loos, Carolin, CP2, 10:50 Mon Mckenna, Joseph, MS12, 11:00 Mon Kroos, Julia, MS84, 12:00 Thu Louaked, Mohammed, CP7, 4:40 Tue Mckenna, Joseph, PP1, 8:00 Tue Kushner, Taisa, PP1, 8:00 Tue Loustau, John A., MS52, 10:30 Wed McKinley, Scott, MS91, 4:30 Thu Louzoun, Yoram, MS38, 10:30 Tue McLaughlin, Grace, MS22, 5:30 Mon L Louzoun, Yoram, MS38, 10:30 Tue Meaud, Julien, MS72, 4:00 Wed Lai, Ming-Chih, MS54, 10:30 Wed Louzoun, Yoram, MS50, 4:00 Tue Merel, Joshua, MS20, 5:00 Mon Latash, Elizaveta, PP1, 8:00 Tue Luchko, Tyler, MS43, 5:00 Tue Merino-Aceituno, Sara, MS46, 5:30 Tue Layton, Laura, PP1, 8:00 Tue Lushi, Enkeleida, MS15, 5:00 Mon Meshkat, Nicolette, MS83, 10:30 Thu Lee, Pilhwa, MS15, 4:30 Mon Ly, Cheng, MS49, 4:00 Tue Meshkat, Nicolette, MS96, 4:00 Thu Lei, Huan, MS68, 4:00 Wed Miles, Christopher E., PP1, 8:00 Tue Leiderman, Karin, MS94, 4:00 Thu

Italicized names indicate session organizers. 198 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Miller Neilan, Rachael, MS88, 11:30 Thu Otani, Niels, MS57, 10:30 Wed Reynolds, Angela M., CP14, 10:50 Thu Mirzaev, Inom, MS56, 10:30 Wed Owen, Megan, MS73, 4:00 Wed Rieger, Theodore, MS12, 12:00 Mon Mirzaev, Inom, MS56, 11:30 Wed Roberts, Kerry-Lyn, MS48, 5:00 Tue Mitchell, Julie, MS80, 10:30 Thu P Roberts, Nicholas J., CP13, 5:00 Wed Pak, On Shun, MS92, 4:00 Thu Mitchell, Julie, MS80, 10:30 Thu Rodriguez-Brenes, Ignacio A., MS29, 12:00 Pandey, Parth P., CP1, 11:50 Mon Mitchell, Julie, MS93, 4:00 Thu Tue Pantea, Casian, MS96, 4:00 Thu Moehlis, Jeff, MS88, 11:00 Thu Rogg, Sabrina, MS13, 12:00 Mon Pantha, Buddhi R., MS101, 5:00 Thu Molavi Tabrizi, Amirhossein, MS55, 11:30 Ross, David S., MS4, 11:30 Mon Wed Park, Youngmin, MS87, 11:00 Thu Rotstein, Horacio G., MS48, 4:00 Tue Moon, Jon, MS89, 11:00 Thu Pascarella, Annalisa, MS84, 11:30 Thu Rubin, Jonathan E., IC8, 9:15 Thu Moore, Helen, MS77, 4:30 Wed Patel, Mainak, MS75, 4:00 Wed Rubin, Jonathan E., MS23, 5:30 Mon Moore, Helen, PD0, 6:15 Thu Patel, Mainak, MS75, 4:00 Wed Rubin, Jonathan, MS35, 10:30 Tue Moore, Matthew N., MS79, 11:30 Thu Pathmanathan, Pras, MS45, 4:00 Tue Rubin, Jonathan, MS48, 4:00 Tue Mu, Lin, MS80, 12:00 Thu Paydarfar, David, MS99, 5:30 Thu Rusinko, Joseph P., MS73, 5:30 Wed Mueller, Stefan, MS83, 12:00 Thu Peach, John, PD0, 8:15 Thu Rutter, Erica, MS24, 4:00 Mon Munoz, Laura, MS32, 10:30 Tue Peercy, Bradford E., PP1, 8:00 Tue Ryham, Rolf, MS30, 11:00 Tue Peskin, Charles S., IC1, 8:30 Mon N Phillips, Andrew J., MS74, 4:30 Wed S Nam, Jong Hoon, MS59, 12:00 Wed Saccomani, Maria Pia, CP4, 4:40 Mon Pillay, Samara, MS40, 5:00 Tue Nardini, John, MS27, 11:30 Tue Sakata, Katsumi, CP3, 4:20 Mon Piltz, Sofia, MS61, 11:30 Wed Nazimuddin Fazal, Sinan, PP3, 8:00 Tue Saltzman, Jeffrey, MS64, 10:30 Wed Pinky, Lubna, PP1, 8:00 Tue Needleman, Daniel, MS78, 11:00 Thu Saltzman, Jeffrey, MS64, 10:30 Wed Poll, Daniel, PP1, 8:00 Tue Newby, Jay, MS49, 5:00 Tue Saltzman, Jeffrey, MS77, 4:00 Wed Poznanovikj, Svetlana, MS8, 11:00 Mon Newhall, Katherine, MS22, 4:00 Mon Sanft, Rebecca, MS44, 5:00 Tue Prada, Daniele, MS4, 11:00 Mon Newhall, Katherine, MS22, 4:00 Mon Schappacher-Tilp, Gudrun, MS13, 11:30 Prezioso, Jamie, MS97, 5:00 Thu Newhall, Katherine, MS36, 10:30 Tue Mon Promislow, Keith, MS16, 4:00 Mon Newhall, Katherine, MS49, 4:00 Tue Schiavazzi, Daniele E., MS95, 4:30 Thu Puelz, Charles, PP1, 8:00 Tue Nguyen, Duc, MS68, 4:30 Wed Schugart, Richard, MS88, 10:30 Thu Pyzza, Pamela B., MS61, 12:00 Wed Nie, Qing, MS6, 10:30 Mon Schugart, Richard, MS101, 4:00 Thu Pyzza, Pamela B., MS75, 4:00 Wed Nieddu, Garrett, PP1, 8:00 Tue Schugart, Richard, MS101, 4:30 Thu LS16 Speaker & Organizer Index Nieddu, Garrett, CP11, 11:10 Wed Q Schwarze, Alice C., PP1, 8:00 Tue Nishimura, Joel D., CP8, 4:00 Tue Quaini, Annalisa, MS69, 4:00 Wed Seeman, Nadrian, MS71, 5:30 Wed Numfor, Eric S., MS101, 5:30 Thu Quaini, Annalisa, MS69, 4:30 Wed Selimkhanov, Jangir, CP6, 11:30 Tue Nye, Tom, MS73, 4:30 Wed Qureshi, Muhammad U., MS2, 11:00 Mon Sellers, Kristin, MS36, 11:30 Tue Nykamp, Duane, MS62, 10:30 Wed Qureshi, Muhammad U., MS70, 4:00 Wed Shankaranarayanarao, Bheemaiah V., PP1, 8:00 Tue Qureshi, Muhammad U., MS82, 10:30 Thu Sharma, Bhupesh D., CP7, 5:00 Tue O Qureshi, Muhammad U., MS95, 4:00 Thu O Maoileidigh, Daibhid, MS59, 11:00 Wed Sharma, Silky, CP1, 11:10 Mon Oelz, Dietmar, MS65, 5:30 Wed R Shaw, Leah, CP10, 11:10 Wed Olson, Elizabeth S., MS72, 5:00 Wed Radunskaya, Ami, MS51, 5:30 Tue Sheen, David, CP2, 12:10 Mon Olson, Sarah D., MS41, 5:30 Tue Ramírez Zúñiga, Ivan, PP1, 8:00 Tue Sherman, Arthur S., MS42, 4:30 Tue Olufsen, Mette S., MS82, 11:00 Mon Randall, Eric B., PP1, 8:00 Tue Shin, Jeewoen, MS37, 11:30 Tue Olufsen, Mette S., MS70, 4:00 Wed Ranetbauer, Helene, MS46, 4:30 Tue Shin, Jeewoen, PP1, 8:00 Tue Olufsen, Mette S., MS82, 10:30 Thu Rangan, Adi, MS75, 5:00 Wed Shirani, Farshad, PP1, 8:00 Tue Olufsen, Mette S., MS95, 4:00 Thu Redelings, Benjamin, MS34, 12:00 Tue Shonkwiler, Clayton, MS93, 4:30 Thu Or-Guil, Michal, MS50, 5:00 Tue Redman, Leanne, MS102, 5:30 Thu Shrestha, Souray, MS63, 11:30 Wed Reed, Michael C., MS99, 4:30 Thu Italicized names indicate session organizers. 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 199

Shtylla, Blerta, MS91, 5:30 Thu T Volkening, Alexandria, MS98, 4:00 Thu Siegelmann, Hava, MS86, 11:30 Thu Tabatabaei Yazdi, S. M. Hossein, MS21, Volkening, Alexandria, MS98, 4:00 Thu Sindi, Suzanne, MS11, 10:30 Mon 4:30 Mon Sindi, Suzanne, MS11, 11:30 Mon Takeuchi, Ryusei Melody, PP1, 8:00 Tue W Wagoner, Jason, MS43, 4:30 Tue Sindi, Suzanne, MS24, 4:00 Mon Tania, Nessy, PP1, 8:00 Tue Wang, Bao, MS43, 4:00 Tue Singh, Ajeet, MS98, 4:30 Thu Tania, Nessy, MS52, 11:00 Wed Wang, Jane, MS67, 4:00 Wed Singh, Pranveer, CP5, 12:10 Tue Taylor, Amelia, MS73, 5:00 Wed Wang, Qi, MS27, 10:30 Tue Skardal, Per Sebastian, MS5, 12:00 Mon Taylor, Paul R., CP3, 4:40 Mon Wang, Qi, MS27, 10:30 Tue Skeldon, Anne, MS61, 11:00 Wed Thomas, Diana M., MS89, 10:30 Thu Wang, Qi, MS40, 4:00 Tue Skinner, Brian, MS85, 11:30 Thu Thomas, Diana M., MS89, 12:00 Thu Wang, Xueying, MS87, 10:30 Thu Sliva, Amy, PD1, 6:15 Mon Thomas, Diana M., MS102, 4:00 Thu Wang, Xueying, MS100, 4:00 Thu Smith, Allison, MS53, 12:00 Wed Thomas, Peter J., PP1, 8:00 Tue Wang, Xueying, MS100, 4:00 Thu Smith, Amber, MS11, 11:00 Mon Thomases, Becca, MS28, 10:30 Tue Wang, Yangyang, CP12, 4:20 Wed Smith, Ronald D., CP2, 11:50 Mon Thomases, Becca, MS28, 10:30 Tue Wang, Yanli, MS59, 11:30 Wed Sneyd, James, MS42, 4:00 Tue Thomases, Becca, MS41, 4:00 Tue Wang, Yusu, MS71, 5:00 Wed Somersalo, Erkki, MS84, 10:30 Thu Thompson, Clay, MS26, 5:30 Mon Wares, Joanna, MS39, 12:00 Tue Somersalo, Erkki, MS84, 10:30 Thu Thompson, Travis B., MS69, 4:00 Wed LS16 Speaker & Organizer Index Watts, Margaret A., MS12, 10:30 Mon Somersalo, Erkki, MS97, 4:00 Thu Thompson, Travis B., MS69, 4:00 Wed Weedermann, Marion, MS102, 4:30 Thu Son, Kwangmin, MS41, 4:30 Tue Tierra, Giordano, MS1, 10:30 Mon Wei, Guowei, MS93, 5:30 Thu Sontag, Eduardo, IC3, 8:30 Tue Tierra, Giordano, MS1, 10:30 Mon Weinberg, Seth H., MS18, 4:00 Mon Sontag, Eduardo, MS88, 10:30 Thu Tierra, Giordano, MS14, 4:00 Mon Weingard, Daniel, PP1, 8:00 Tue Sorribes, Inmaculada C., PP1, 8:00 Tue Tokieda, Tadashi, SP4, 6:15 Wed Welsh, Andrea J., CP12, 4:00 Wed Sponberg, Simon, MS9, 11:00 Mon Tolkacheva, Elena, MS45, 5:30 Tue Wentz, Jacqueline M., PP1, 8:00 Tue Stapf, Michael, MS17, 4:30 Mon Tsygankov, Denis, MS65, 5:00 Wed Wessler, Timothy, MS14, 5:00 Mon Stein, Andrew, MS64, 10:30 Wed Tuladhar, Binaya, PP1, 8:00 Tue Wittek, Adam, MS97, 4:00 Thu Stein, Andrew, MS77, 4:00 Wed Turian, Emma, MS31, 11:30 Tue Wolfram, Marie-Therese, MS33, 10:30 Tue Stein, Andrew, MS77, 5:00 Wed Twarock, Reidun, IC6, 9:15 Wed Wolfram, Marie-Therese, MS46, 4:00 Tue Stobb, Michael T., PP1, 8:00 Tue Twarock, Reidun, MS93, 4:00 Thu Wolfram, Marie-Therese, MS46, 4:00 Tue Stocker, Roman, IC5, 8:30 Wed Wolster, Carsten H., MS84, 11:00 Thu Stolarska, Magda, MS44, 5:30 Tue V Valdez-Jasso, Daniela, MS82, 10:30 Thu Stotsky, Jay A., MS81, 10:30 Thu Van Mooy, Benjamin, MS53, 10:30 Wed X Stotsky, Jay A., MS81, 10:30 Thu Xi, Jing, MS60, 11:30 Wed Vavylonis, Dimitrios, MS52, 11:30 Wed Strychalski, Wanda, MS52, 10:30 Wed Xia, Kelin, MS71, 4:00 Wed Veerapaneni, Shravan, MS16, 5:00 Mon Strychalski, Wanda, MS65, 4:00 Wed Xiao, Pengcheng, CP12, 4:40 Wed Veneziani, Alessandro, MS97, 5:30 Thu Strychalski, Wanda, MS65, 4:00 Wed Xu, Bin, PP1, 8:00 Tue Venkataramanan, Lalitha, PD1, 6:15 Mon Sudarsan, Rangarajan, MS81, 11:00 Thu Xu, Shixin, MS1, 12:00 Mon Vennin, Samuel, MS82, 11:30 Thu Sullivant, Seth, MS60, 12:00 Wed Vidal, Alexandre, MS48, 5:30 Tue Sumner, Jeremy, MS47, 4:00 Tue Y Vignon-Clementel, Irene, MS95, 4:00 Thu Yaari, Gur, MS50, 4:00 Tue Sun, Hui, MS55, 11:00 Wed Vo, Huy D., CP1, 11:30 Mon Yakubu, Abdul-Aziz, MS89, 11:30 Thu Sun, Meng, MS65, 4:30 Wed Vo, Theodore, MS35, 10:30 Tue Yao, Yuan, MS71, 4:30 Wed Sun, Yi, MS40, 4:30 Tue Vo, Theodore, MS35, 10:30 Tue Yazdani, Alireza, MS94, 5:00 Thu Sushko, Maria, MS3, 12:00 Mon Vo, Theodore, MS48, 4:00 Tue Yoshida, Ruriko, MS60, 10:30 Wed

Italicized names indicate session organizers. 200 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences

Yoshida, Ruriko, MS60, 10:30 Wed Yoshida, Ruriko, MS73, 4:00 Wed Youngs, Nora, MS21, 5:00 Mon Yu, Shona, MS34, 11:30 Tue Yusuf, Tunde Tajudeen, CP13, 4:40 Wed Z Zhang, Calvin, MS100, 4:30 Thu Zhang, Lei, MS6, 11:00 Mon Zhang, Mingji, MS3, 11:00 Mon Zhang, Tianyu, MS44, 4:30 Tue Zhang, Yaoyu, MS10, 11:00 Mon Zhang, Ying, PP1, 8:00 Tue Zhao, Jia, MS27, 10:30 Tue Zhao, Jia, MS40, 4:00 Tue Zhao, Jia, MS40, 5:30 Tue Zhao, Lihong, CP10, 10:30 Wed Zhao, Longhua, MS79, 10:30 Thu Zhao, Longhua, MS79, 10:30 Thu Zhao, Longhua, MS92, 4:00 Thu Zhao, Shan, MS80, 10:30 Thu Zhao, Shan, MS93, 4:00 Thu Zhao, Xueping, MS40, 4:00 Tue Zhao, Yanxiang, MS30, 11:30 Tue Zheng, Xiaoming, MS31, 10:30 Tue Zheng, Xiaoming, MS31, 10:30 Tue Zheng, Xiaoming, MS44, 4:00 Tue Zhou, Douglas, MS10, 10:30 Mon Zhou, Douglas, MS10, 10:30 Mon

LS16 Speaker & Organizer Index Zhou, Ruhai, MS92, 4:30 Thu Zhou, Yongcheng, MS16, 4:00 Mon Zhou, Yongcheng, MS30, 10:30 Tue Zhu, Luoding, MS67, 5:00 Wed Zinn-Bjorkman, Leif, PP1, 8:00 Tue Zurakowski, Ryan M., CP2, 11:10 Mon 2016 SIAM Annual Meeting • SIAM Conference on the Life Sciences 201

Notes

202 2016 SIAM Annual Meeting

AN16/LS16 Budget

Conference Budget SIAM Annual Meeting with Life Sciences July 11-15, 2016 Boston, MA

Expected Paid Attendance: 1,000

Revenue Registration Income $300,500 Total $300,500

Expenses Printing $6,675 Organizing Committee 8,200 Invited Speakers 46,500 Food and Beverage 108,000 AV Equipment and Telecommunication 71,000 Advertising 40,300 Professional Services 8,500 Conference Labor (including benefits) 142,115 Other (supplies, staff travel, freight, misc.) 20,144 Administrative 44,921 Accounting/Distribution & Shipping 24,102 Information Systems 44,672 Customer Service 16,261 Marketing 25,403 Office Space (Building) 16,519 Other SIAM Services 16,798 AN16/LS16 Budget Total $640,110

Net Conference Expense ($339,610)

Support Provided by SIAM $339,610 $0

Estimated Support for Travel Awards not included above:

Students and Early Career 108 $75,900 2016 SIAM Annual Meeting 203

BostonBoston Convention Convention and Exhibition and Exhibition Center Center (BCEC) (BCEC) Floor Plan

BCEC Meeting Level 2 Bakery

Catering Office

Service Corridor Service Corridor e-function

261 260 259 259 258 258 258 257 257 256 255 254 254 253 253 253 252 252 251 B A B A B A B A

C B A C B A NE Corner Pr Southeast Northeast Lobby Southeast Pre-function Lobby Northeast Pre-function Hotel Maps The Westin Boston Waterfront Skybridge Access Westin Boston Waterfront Hotel Floor Plan

Mezzanine & Conference Level

Lobby Level

Galleria Concourse & Galleria Level