USNCCM16

Technical Program

(as of July 27, 2021) To find specific authors, use the search function in the pdf file.

All times listed are in Central Daylight Saving Time.

Monday, July 26

1 TS 1: MONDAY MORNING, JULY 26

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Symposium Honoring J. Tinsley Oden's Monumental Contributions to Computational #M103 Mechanics, Chair(s): Romesh Batra Keynote presentation: On the Equivalence On the Coupling of Fiber-Reinforced Analysis and Between the Multiplicative Hyper-Elasto-Plasticity Classical and Non- Composites: Interface Application of and the Additive Hypo-Elasto-Plasticity Based on Local Models for Failures, Convergence Peridynamics to the Modified Kinetic Logarithmic Stress Rate Applications in Issues, and Sensitivity Fracture in Solids and Computational Analysis Granular Media Mechanics

Jacob Fish*, Yang Jiao Serge Prudhomme*, Maryam Shakiba*, Prashant K Jha*, Patrick Diehl Reza Sepasdar Robert Lipton

#M201 Imaging-Based Methods in Computational Medicine, Chair(s): Jessica Zhang

Keynote presentation: Image-Based A PDE-Constrained Image-Based Polygonal Cardiac Motion Computational Modeling of Prostate Cancer Optimization Model for Lattices for Mechanical Estimation from Cine Growth to Assist Clinical Decision-Making the Material Transport Modeling of Biological Cardiac MR Images Control in Neurons Materials: 2D Based on Deformable Demonstrations Image Registration and Mesh Warping

Guillermo Lorenzo*, Thomas J. R. Hughes, Angran Li*, Yongjie Di Liu, Chao Chen, Brian Wentz, Roshan Alessandro Reali, Hector Gomez, Thomas E. Jessica Zhang Teng Zhang* Upendra, Suzanne Yankeelov Shontz*, Cristian Linte

Quantification and Modeling of Spatially Heterogeneous Phenomena in Biological #M202 Materials, Chair(s): Manuel Rausch, Emma Lejeune, Johannes Weickenmeier Keynote presentation: Mechanical Mechanics and Towards Application Estimation of Regional Consequences of Structural Heterogeneity in Microstructurally Based Driven Computational Structure-Function Healing Myocardial Scar Modeling of the Passive Models of Human Relationship in the Right Ventricular Induced Pluripotent Infarcted Left Ventricle Myocardium Stem Cell-Derived Cardiomyocytes

Laura Caggiano, Jeffrey Holmes* Sotirios Kakaletsis*, Emma Lejeune*, Bill Emilio Mendiola*, Gabriella P. Sugerman, Zhao Hamed Babaei, Samer Tomasz Jazwiec, Merchant, Qian Xiang, Marcin Malinowski, Edward Hsu, Peter Tomasz Timek, Manuel Vanderslice, Reza Rausch Avazmohammadi

Multiphysics and Data-Driven Modeling for Cardiovascular Biomedicine, Chair(s): #M206 Debanjan Mukherjee Keynote presentation: Continuum Modeling of Towards the Computational Model Clot Growth Modeling Thromboembolism: Embolization of Formed Clots Computational Design for Biochemical Considering Physical in a Sudden Expansion of Smart Nanocarriers Transport in Large Interactions Between Arterial Thrombus Flow and Blood Cell Neighborhood Components

Nick Tobin, Keefe Manning* Annalisa Quaini*, Chayut Teeraratkul*, Jifu Tan*, Michael Hood Maxim Olshanskii, Debanjan Mukherjee Alexander Zhiliakov, Shereen Majd, Yifei Wang

2 TS 1: MONDAY MORNING, JULY 26

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Advances and Applications of Mechanistic Machine Learning, Reduced-Order and Data- #M301 Driven Analyses, Chair(s): JS Chen, Dong Qian Keynote presentation: HiDeNN: An AI Platform Snapshots Construction Mechanistic Machine SimNet: A Neural for Scientific and Materials Systems Innovation Using In Situ Learning-Based Framework for Physics Visualization Tools for Multiscale Simulation of Simulations Data-Driven Reduced Short-Fiber-Reinforced Order Modeling Composites

Wing Kam Liu* Gabriel Barros, Malu C. T. Wu, Haoyan Wei*, Oliver Hennigh, Grave, Jose Camata, Dandan Lyu, Wei Hu, Susheela Narasimhan, Alvaro Coutinho* Tung-Huan Su, Hitoshi Mohammad Amin Oura, Masato Nishi, Nabian*, Akshay Tadashi Naito, Leo Subramaniam, Shen, Kevin Zhang, Kaustubh Tangsali, Philip Ho, Zeliang Liu, Max Rietmann, Jose Tianyu Huang del Aguila Ferrandis, Wonmin Byeon, Zhiwei Fang, Sanjay Choudhry

Physics-Based Data-Driven Modeling and Uncertainty Quantification in Computational #M306 Materials Science and Engineering, Chair(s): Johann Guilleminot Gaussian Process Bayesian Calibration of Point-Cloud Deep Stochastic Modeling An Adaptive-Sparse Regression Models for the Self- Learning of Fluid Flow and Identification of Spline Dimensional Constrained by Assembly of Diblock in Porous Media Material Properties on Decomposition Method Boundary Value Copolymers: 3D-Printed Structures, for High-Dimensional Problems Likelihood-Free with Application to Uncertainty Inference and Expected Orthopedic Implants Quantification Information Gain via Measure Transport

Mamikon Gulian*, Ari Richardo Baptista, Ali Kashefi*, Tapan Shanshan Chu*, Steven Dixler*, Ramin Frankel, Laura Swiler Lianghao Cao*, Joshua Mukerji Johann Guilleminot Jahanbin, Sharif Chen, Omar Ghattas, Rahman Fengyi Li, Youssef Marzouk, J. Tinsley Oden

Data-Enhanced Modeling and Uncertainty Quantification of Systems with Multiple #M307 Fidelities, Chair(s): Alex Gorodetsky Multifidelity UQ Multilevel Best Linear Adaptive Basis for Enhancing Multifidelity MXMC: Generalized Sampling for Stochastic Unbiased Estimators for Multifidelity Uncertainty UQ with Model Tuning Multi-Model Monte Simulations Uncertainty Quantification Carlo Simulation for Quantification Uncertainty Propagation

Gianluca Geraci*, Laura Daniel Schaden, Xiaoshu Zeng*, Michael Eldred*, Geoffrey Bomarito*, Swiler, Bert Elisabeth Ullmann* Gianluca Geraci, Gianluca Geraci, Alex James Warner, Patrick Debusschere Michael Eldred, John Gorodetsky, John Leser, William Leser, Jakeman, Alex Jakeman Luke Morrill Gorodetsky, Roger Ghanem

3 TS 1: MONDAY MORNING, JULY 26

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Physics-Informed Learning and Data-Enabled Predictive Modeling and Discovery of #M308 Complex Systems, Chair(s): Danial Faghihi, Jianxun Wang Keynote presentation: Low-Dimensional Bayesian Inference of a A Bayesian Framework Image-Based Bayesian Structure in Bayesian Inference Problems with Multiscale Model of for Validation and Inference and Patient Mixture Models Tumor Angiogenesis Selection of Multiscale Specific Prediction of via Live Cell Imaging, Plasticity Models with Heterogeneous Tumor Protein Expression Quantified Uncertainty Growth Data, and a 3D Microfluidic Platform

Ricardo Baptista*, Jayanth Jagalur Mohan, Caleb Phillips*, Manasa Jingye Tan*, Kathryn Baoshan Liang*, Jingye Youssef Marzouk Gadde, Ernesto Lima, Maupin, Danial Faghihi Tan, Luke Lozensk, Angela Jarrett, M. David Hormuth, Nichole Rylander, Thomas Yankeelov, Thomas Yankeelov Umberto Villa, Danial Faghihi

Data-Driven Science with Uncertainty Quantification, Machine Learning, and #M309 Optimization, Chair(s): Roger Ghanem, Christophe Desceliers

Keynote presentation: A Statistical Finite A Probabilistic Artificial Physics Aware Machine Element Method (statFEM) for Coherent Synthesis Neural Network for a Learning for Structural of Observation Data and Model Predictions Robust Identification of Topology Optimization the Random Apparent Elasticity Tensor Field at Mesoscale

Fehmi Cirak*, Eky Febrianto, Mark Girolami Christophe Desceliers*, Jaydeep Rade*, Ethan Florent Pled Herron, Aditya Balu, Soumik Sarkar, Adarsh Krishnamurthy

#M311 Model Order Reduction for Physical Simulations, Chair(s): Matthew Zahr

Reduced Order Large Eddy Simulation Entropy Stable Hyperreduction for Methods for Reduced Order Models Reduced Order Discontinuous Galerkin Computational Fluid Modeling of Nonlinear Methods: Element- and Dynamics: State of the Conservation Laws Point-Wise Reduced Art, Perspectives and Quadrature Applications Formulations with Applications to Aerodynamics

Gianluigi Rozza* Traian Iliescu*, Jesse Chan* Masayuki Yano* Changhong Mou, Birgul Koc

#M314 Data-Driven Modeling in Mechanics, Chair(s): Francisco Chinesta

Keynote presentation: A Mechanics-Informed, Material Hybrid Unsupervised Learning Constitutive Data-Driven Approach to Material Modeling and Descriptions Combining Discovery of Models with a Non- Application to Multiscale Problems Physics Based and Interpretable Intrusive Reduced Data-Driven Models Hyperelastic Basis Method Constitutive Laws

Faisal As'ad*, Philip Avery, Charbel Farhat Francisco Chinesta*, Siddhant Kumar*, Theron Guo*, Karen Elias Cueto, Victor Moritz Flaschel, Laura Veroy Champaney, Jean De Lorenzis Louis Duval

4 TS 1: MONDAY MORNING, JULY 26

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM

#M401 Peridynamics and Its Applications, Chair(s): Erdogan Madenci

Implementation of the The Crushing and A Rate-Dependent A Space-Time Peridynamic Analysis of Drucker-Prager Model Cutting Effects of Drill Peridynamic Discretization of a Crushing Behavior in for Ordinary State- Bit Cutter on Deep Well Optimization Model for Nonlinear Peridynamic Ceramic Open Cell Based Peridynamics Rock Based on Dynamic Mechanical Model on a 2D Lamina Foams Using a Local Plastic Peridynamics Behavior of Ceramic Multiplier Materials

Taiki Shimbo*, Tomoki Jingkai Chen*, Yaxun Liu*, Lisheng Luciano Lopez, Sabrina Vinzenz Guski*, Kim Kawamura, Yutaka Zhangcong Huang, Liu, Qiwen Liu, Hai Mei Francesca Pellegrino* Lars Haeussler, Anne Fukumoto Hualin Liao, Yanting Uhlenbrock, Siegfried Zhang Schmauder

#M402 Computational Geomechanics, Chair(s): Qiushi Chen

Double-Phase-Field Dynamic Fracture Numerical Modeling of A Nonlocal Fracture Modeling of Mixed- Simulation of Rock Phase Transformation Model for Cohesive- Mode Fracture in Rocks Using a Rate- Induced Material Frictional Materials via Dependent Micropolar Fracture and Crack a Volume Averaging Peridynamic Model Propagation Approach

Fan Fei*, Jinhyun Choo Haitao Yu, Xizhuo FNU Sindhusuta*, Hojjat Mohammadi*, Chen* Sheng-Wei Chi, Craig SeonHong Na Foster

Computational Fluid Dynamics (CFD) and Fluid-Structure Interaction (FSI): Algorithms #M403 and Applications, Chair(s): Jinhui Yan Keynote presentation: Recent Advances in A High-Order Fluid An Isogeometric/Finite- A Fictitious Domain Computational FSI: Isogeometric and Meshfree Structure Interaction Difference Approach to Formulation for FSI: Formulations, Boundary Fitted and Immersed Method: An Extended Fluid-Structure Finite Element Methods, and Applications Approach Interaction of Thin Approximation Shells in Incompressible Flows

Yuri Bazilevs* Lauritz Beck*, Florian Alessandro Nitti*, Josef Lucia Gastaldi* Kummer Kiendl, Alessandro Reali, Marco de Tullio

Peridynamic Theory and Multiscale Methods for Complex Material Behavior, Chair(s): #M405 Pablo Seleson Keynote presentation: Convergence Studies for A Reproducing Kernel Interplay Between Effect of Particle Meshfree Peridynamic Simulations of Dynamic Enhanced Approach for Grain Shape and Grain Shapes on Bulk Crack Growth Peridynamic Solutions Breakage in Crushable Behavior Using Sand Under Shear: A Peridynamics-Based Multiscale Study Based Discrete Element on Physics Engine and Method Peridynamics

David Littlewood*, Pablo Seleson, Marco Pasetto, Marco Pasetto*, Yu Jidong Zhao*, Fan Zhu Debdeep Yohan John, Jeremy Trageser Leng, Jiun-Shyan Bhattacharya*, Lipton Chen, John Foster, Robert Pablo Seleson

5 TS 1: MONDAY MORNING, JULY 26

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Recent Advances and Applications in Meshfree and Particle Methods, Chair(s): Mike #M406 Hillman Keynote presentation: A Variational Multiscale Weighted High-Order Smoothed Particle On the Significance of Immersed Reproducing Kernel Particle Method for Gradient Collocation Hydrodynamics for Integration Consistency Fluid-Structure Interaction in Blast Events Method for Detecting Hybrid Robot Motion on for Galerkin Meshfree Inverse Boundaries Granular Terrain Accuracy

J. S. Chen*, Tsung-Hui (Alex) Huang Judy Yang*, Hon Fung Guanjin Wang*, Dongdong Wang*, Samuel Lam Balakumar Junchao Wu Balachandran

Computational Mechanics for Performance and Damage of Materials, Chair(s): Soheil #M408 Soghrati Keynote presentation: Low Dimensional On the Computational Modeling of the A Physics-Based Polynomial Chaos Expansion Performance at Modelling of Plasticity in Transformation Crystal Plasticity Model Assessing Uncertainty in Creep Life Prediction of the Martensite Phase of Ratcheting of Nitinol for the Prediction of the Grade 91 Steel TRIP Alloys Using Computational Microstructural Crystal Plasticity Evolutions as well as GND and SSD Densities in Metals and Alloys

Timothy Truster*, Amirfarzad Behnam, Varun Rui Pedro Cardoso Jacob Rusch*, John Juyoung Jeong*, Gupta, Ramakrishna Tipireddy Coelho*, Miguel Vieira Moore, Sivom George Z. Voyiadjis de Carvalho, Francisco Manchiraju Manuel Andrade Pires

#M409 Recent Advances in Computational Fracture Mechanics, Chair(s): Adrian Lew

A Variational Phase- Dynamic Brittle Stabilized Finite Modeling the Interplay Phase Field Modeling Field Model of Ductile Fracture of Thin Shell Element Formulation for Between Heat Transfer of Crack Propagation, Fracture Structures based on a Phase-Field Fracture in and Crack Propagation Deflection and High-Order Phase Field Soft Materials in the Phase-Field Delamination in Approach Method Engineered Interfaces

Brandon Talamini*, Karsten Paul*, Thomas Ida Ang*, Bin Li, Lampros Svolos*, Haim Vinamra Agrawal*, Andrew Stershic, J.R. Hughes, Chad M. Nikolaos Bouklas Waisman, Hashem Brandon Runnels Michael Tupek Landis, Roger A. Sauer Mourad

Advances in High-Order Methods for Computational Fluid Dynamics, Chair(s): Krzysztof #M413 Fidkowski Keynote presentation: High-Order Implicit Shock Shock-Capturing for Continuous Artificial Shock Capturing in Tracking: Robust Solvers and Applications High-Order Compact Viscosity Shock Nodal Spectral Element Schemes via Boundary Capturing for Hybrid Methods Via Riemann Variation Diminishing Discontinuous Galerkin Solutions for Intra- Approach and its Methods on Adapted Element Fluxes Applications Meshes

Tianci Huang*, Matthew Zahr Amareshwara Sainadh Krzysztof Fidkowski* Will Trojak*, Tarik Chamarthi*, Jonathan Dzanic, Freddie Hoffmann, Omri Argov, Witherden Steven Frankel

6 TS 1: MONDAY MORNING, JULY 26

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Model Coupling: Challenges and Connections for Climate and Mechanics, Chair(s): #M415 Chad Sockwell

Analysis of Ocean- An Overlapping Hybridizing Coupling Free-Flow and Atmosphere Coupling Approach for Modelling Superconvergent Porous Medium with from the Point of View the Filtration of Fluids in Spectral Elements and preCICE -- and Other of Domain Porous Media Generalized Weighted Use Cases Decomposition Residuals on Irregular Methods Domains via Schwarz Alternation

Florian Lemarié* Paola Gervasio* Rebecca Conley, Miriam Mehl*, Xiangmin Jiao*, Jacob Alexander Jaust, Jones Benjamin Uekermann

Materials Modeling Across Scales: From First Principles Calculations to Mesoscale #M416 Physics, Chair(s): Amartya Banerjee Keynote presentation: The Atomic Cluster A Data Driven Objective Molecular Efficient Lattice Green Expansion Approach to Improved Dynamics (OMD) Function Method for Exchange-Correlation Simulation of Atomistic/Continuum Functionals in DFT Dislocation Dynamics Coupling

Christoph Ortner* Bikash Kanungo*, Gunjan Pahlani*, Ankit Gupta*, Max Vikram Gavini Ananya Renuka Hodapp, William Curtin Balakrishna, Richard James

#M418 Computational Methods In Environmental Fluid Mechanics, Chair(s): Ethan Kubatko

Keynote presentation: Embedding Structures that Progress Toward A Mesh Generator for A Quadrilateral Mesh are not Grid Aligned in Shallow Water Flow Global to Coastal Storm Surge-Rainfall Generation Technique Modelling Capabilities Events with Application to within E3SM Shallow Water Modeling

Kyle Mandli*, Chanyang Ryoo, Jiao Li Steven Brus*, Luke Van Younghun Kang*, Dominik Mattioli*, Ethan Roekel, Mark Petersen, Ethan Kubatko Kubatko, Dylan Wood Qing Li, Nairita Pal, Giacomo Capodaglio, Kristin Barton, Brian Arbic, Andrew Roberts

Optimization of Materials and Structures, Including Shape and Topology: Direct and #M502 Inverse Problems, Chair(s): Ahmad Najafi Keynote presentation: Topology Optimization of Topology Optimization Optimization of Material Frequency Response Hyperelastic Structures with Anisotropic Fiber of Anisotropic Plate Orientation in Flat Control of Composite Reinforcement under Large Deformations Structures with Inflatable Structures Rubber Structures Designable Using Energy-Based Reinforcement Topology Optimization

Shelly Zhang*, Heng Chi, Zhi Zhao Hollis Smith*, Julián Masato Tanaka*, Hiroya Hoshiba*, Junji Norato Katsuya Nomura, Kato Tsuyoshi Nomura

7 TS 1: MONDAY MORNING, JULY 26

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Computational Fluid Mechanics with Free and Moving Boundaries: Methods and #M509 Applications, Chair(s): Rekha Rao Keynote presentation: Numerical Simulation of Die Shape Optimization Polyurethane Foam A Numerical Study of Incompressible Viscoelastic Flows and Elastic Using Feedback Manufacturing Models Extensional Flow- Deformations with Free Surfaces Control; Solving the Using a FEM-Level Set- Induced Crystallization Inverse Problem Population Balance in Filament Stretching Approach Rheometry

Léo Diserens*, Alexandre Caboussat, Marco Michelle Spanjaards*, Weston Ortiz*, Rekha Patrick Anderson*, Picasso Martien Hulsen, Patrick Rao Frank van Berlo, Gerrit Anderson Peters, Ruth Cardinaels

#M513 Modeling and Simulation for Additive Manufacturing, Chair(s): Albert To

Keynote presentation: Why do Grains Produced High Fidelity Numerical Dislocation The Importance of by Additive Manufacturing Look So Strange? Modeling of Dendritic Microstructure Time-Temperature Data Solidification and Evolution During Fidelity to Accurate Microstructure Selective Laser Melting Modeling of Additive Evolution in Metal of 316L Stainless Steel Grain Structure: A Additive Manufacturing Cellular Automata Study

Peter Voorhees*, Alexander Chadwick Kunal Bhagat, Shiva Markus Sudmanns*, Matt Rolchigo*, Jim Rudraraju* Andrew Birnbaum, Belak, Benjamin Stump Yejun Gu, Athanasios Iliopoulos, John Michopoulos, Jaafar A. El-Awady

Polygonal and Polyhedral Discretizations in Computational Mechanics, Chair(s): N. #M614 Sukumar

Topology Optimization Quadrature for Virtual Element Method The Role of Mesh with Truncated Implicitly-Defined Finite on Curved Geometries Quality and Mesh Octahedron Mesh Element Functions on for Acoustic Wave Quality Indicators in the Curvilinear Polygonal Propagation Analysis Virtual Element Method Meshes

Nikhil Singh*, Anupam Jeffrey Ovall*, Samuel Ilario Mazzieri*, Alessio Tommaso Sorgente*, Saxena Reynolds Fumagalli, Franco Silvia Biasotti, Dassi Gianmarco Manzini, Michela Spagnuolo

Higher Order FE Methods for Challenging Problems in Science and Engineering, #M617 Chair(s): Leszek Demkowicz Keynote presentation: Least-Squares and DPG Least Squares and A Goal Oriented Hp A Locally L^p-DPG Approximation of Eigenvalue DPG Approximation of Adaptive DPG Scheme Method for the Eigenvalues Problems Convection-Diffusion Problem

Fleurianne Bertrand*, Daniele Boffi, Henrik Linda Alzaben, Ankit Chakraborty*, Jiaqi Li*, Leszek Schneider Fleurianne Bertrand, Ajay Rangarajan, Demkowicz Daniele Boffi*, Henrik Georg May Schneider

8 TS 2: MONDAY AFTERNOON, JULY 26

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Symposium Honoring J. Tinsley Oden's Monumental Contributions to Computational #M103 Mechanics, Chair(s): Matt Lear "How Sure Are You of An Immersed A Three-Dimensional Recent Advances in Modeling Mechanics That Answer?" Isogeometrics- Generalized Finite Improving the Material and Electrochemistry of Peridynamics Approach Element Method for the Point Method for Ionic Polymer Metal for Fluid-Structure Simulation of Wave Promoting Simulation- Composites: From Interaction Modeling Propagation in Fluid- Based Engineering Continuum Theories to Filled Fractures Science Finite Element Analysis and Structural Modeling

Abani Patra* Masoud Nathan Shauer*, Carlos Yonggang Zheng*, Alain Boldini*, Lorenzo Behzadinasab*, Armando Duarte, Zhen Chen, Hongwu Bardella, Maurizio Georgios Moutsanidis, Fushen Liu, Peter Zhang, Hongfei Ye Porfiri Nathaniel Trask, Yuri Gordon, Kenneth Bazilevs Desmond

#M201 Imaging-Based Methods in Computational Medicine, Chair(s): Adrian Buganza Tepole

Keynote presentation: Towards Patient-Specific Understanding Using X-ray Patient-Specific Artery Fluid Solid Growth Simulations of Vascular Nanoparticle Transport Angiography Images to Geometry and Adaptation and Remodeling in Human Vasculature Improve Accuracy of ABM/FEA/CFD Through Large-Scale MR-Derived Patient- Computational Fluid-Structure Specific Vascular Framework Interaction Simulations Models

Alison Marsden* Ying Li*, Huilin Ye, John Horn*, Zbigniew John E. Yoo*, Clark A. Zhiqiang Shen Starosolski, Michael Meyer, Heather N. Johnson, Avner Hayenga Meoded, Shaolie Hossain

Quantification and Modeling of Spatially Heterogeneous Phenomena in Biological #M202 Materials, Chair(s): Manuel Rausch, Emma Lejeune, Mona Eskandari Multiscale ECM A Computational Model Extracellular Matrix Experimental and Interplay between Inhomogeneity in the of Fiber Networks: Density Modulates Computational Regional and Loading Arterial Wall From Blood Clots to Jamming-Unjamming Mechanical Based Variability in Asthmatic Airways Transitions in Breast Characterization of Aortic Aneurysm Tissue Cancer Spheroids Heterogeneous Fibrin Mechanics Gels

Katherine Yanhang Francesco Pancaldi*, Jacopo Ferruzzi*, Sarah Calve*, Julian Miriam Nightingale, Zhang* Samuel Britton, Mark Wenying Kang, Jimenez, Yifan Guo, Taisiya Sigaeva, Alber, Qixuan Wang, Catalina-Paula Adrian Buganza - Michael Baran Scott, Mona Eskandari Spatarelu, Yu Long Tepole Samaneh Sattari, Julio Han, Yasha Sharma, Garcia, Jehangir Stephan Koehler, Appoo, Chris Malaisrie, Jennifer Mitchel, James Patrick McCarthy, Butler, Darren Roblyer, Michael Markl, Paul Muhammad Zaman, Fedak, Alexander Jin-Ah Park, Ming Guo, Barker, Elena Di Zi Chen, Adrian Martino* Pegoraro, Jeffrey Fredberg

9 TS 2: MONDAY AFTERNOON, JULY 26

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Multiphysics and Data-Driven Modeling for Cardiovascular Biomedicine, Chair(s): #M206 Adarsh Krishnamurthy

Numerical Simulation of In Silico Modeling and Coupled Left Patient-Specific Cardiac Data-Driven Analysis of Ventricular and Atrial Characterization of Electromechanics: a Novel Transcatheter FSI Simulations with Hypoplastic Left Heart Multiscale Modeling Valve with Embedded Bioprosthetic Valves Mechanics and Coupling with Pressure Sensors Closed-Loop Blood Circulation

Luca Dede'*, Francesco Shantanu Bailoor*, Mehdi Saraeian*, Arian Oguz Ziya Regazzoni, Matteo Jung Hee Seo, Lakshmi Jafari, Remy Braun, Tikenogullari*, Matthias Salvador, Alfio Prasad Dasi, Stefano Ming-Chen Hsu, Adarsh Peirlinck, Vijay Vedula, Quarteroni Schena, Rajat Mittal Krishnamurthy Ellen Kuhl, Alison Lesley Marsden

Advances and Applications of Mechanistic Machine Learning, Reduced-Order and Data- #M301 Driven Analyses, Chair(s): Waiching Sun, Alvaro Coutinho Keynote presentation: Deep Learning of Material Deep Autoencoders for A Data-Driven Bayesian Sobolev Training of Transport in Complex Neurite Networks Physics-Constrained Crack Nucleation Model Thermodynamic- Data-Driven Nonlinear for Fatigue in Ni-Based Informed Neural Materials Modeling Superalloys Networks for Interpretable Elasto- Plasticity Models with Level Set Hardening

Angran Li, Amir Farimani, Jessica Zhang* Xiaolong He*, Qizhi He, George Weber*, Max Nikolas Vlassis*, J. S. Chen Pinz, Somnath Ghosh WaiChing Sun

Physics-Based Data-Driven Modeling and Uncertainty Quantification in Computational #M306 Materials Science and Engineering, Chair(s): Michael Shields Numerical Stochastic Uncertainty 2D and 3D Analytical and Machine Homogenization and Homogenization and Quantification for Microstructure Learning Based the Arlequin Method Uncertainty Microstructure Reconstruction Using a Uncertainty Quantification: A Data- Reconstruction of Transfer Learning Quantification for Driven Approach Additively Manufactured Approach and Metallic Microstructures Microstructures Structure-Property Studies

Frederic Legoll* José Pablo Quesada Arulmurugan Ashwini Gupta*, Md Mahmudul Hasan*, Molina*, Stefano Senthilnathan*, Pinar Anindya Bhaduri, Lori Pinar Acar Mariani Acar Graham-Brady

Data-Enhanced Modeling and Uncertainty Quantification of Systems with Multiple #M307 Fidelities, Chair(s): Gianluca Geraci

Learning Coarse- A Data-Enhanced, Multilevel Ensemble Computational Budget Grained Dynamics from Multifidelity, Feasible, Kalman-Bucy Filters Allocation in Multi- High Fidelity Models Robust, and Versatile Fidelity Problems with Modeling Method Bandit Learning

Victor Churchill*, Marie-Jo Azzi*, Charbel Neil Chada*, Ajay Yiming Xu, Vahid Kailiang Wu, Dongbin Farhat Jasra, Fangyuan Yu Keshavarzzadeh, Akil Xiu Narayan*

10 TS 2: MONDAY AFTERNOON, JULY 26

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Physics-Informed Learning and Data-Enabled Predictive Modeling and Discovery of #M308 Complex Systems, Chair(s): Kathryn Maupin and Danial Faghihi Keynote presentation: Bayesian Learning of Physics-Informed Physics Informed Physics-Informed Deep Heterogeneous Epidemic Models: Application to Neural Networks for Machine Learning For Learning for Solving a COVID-19 Spread Accounting for Long-Term Care Geometry Identification Turbulence Model Magnetostatic Problem Facilities of Inhomogeneities Uncertainty Estimation

Peng Chen*, Keyi Wu, Omar Ghattas Enrui Zhang*, Guofei Jan Felix Heyse*, Andrés Beltrán-Pulido*, Pang, Ming Dao, Aashwin Ananda Ilias Bilionis, Dionysios George Karniadakis, Mishra, Gianluca Aliprantis Subra Suresh Iaccarino

Data-Driven Science with Uncertainty Quantification, Machine Learning, and #M309 Optimization, Chair(s): Alberto Figueroa, Krishna Garikipati

A Probabilistic Learning BeltramiNet: A Deep System Inference for Human Mobility and the Approach for Forward Neural the Spatio-Temporal Outbreak Dynamics of Uncertainty Network for Predicting Evolution of Infectious COVID-19 Quantification of Oil the Solution of Diseases: COVID-19 in Reservoir Thermally Coupled Michigan and in Mexico Waterflooding Steady State Incompressible Navier Stokes Equations

Fernando Rochinha*, Shoaib Goraya*, Nahil Mariana Carrasco- Kevin Linka*, Mathias Jeferson Almeida Sobh, Arif Masud Teja*, Zhenlin Wang, Peirlinck, Ellen Kuhl Gregory Teichert, Krishna Garikipati

#M311 Model Order Reduction for Physical Simulations, Chair(s): Masayuki Yano

Accelerating Least-Squares Petrov-- Nonlinear Projection- Reduced-Order Lagrangian Galerkin Reduced- Based Model Order Modeling for Hydrodynamics Order Models for Reduction in the Hydrodynamics Simulation with Space- Steady Hypersonic Presence of Adaptive Simulation of the time Reduced Order Aerodynamics Mesh Refinement Rayleigh–Taylor Models Instability

Dylan Copeland*, Kevin Patrick Blonigan*, Clayton Little*, Charbel Siu Wun Cheung*, Huynh, Siu Wun David Ching, Marco Farhat Youngsoo Choi, Dylan Cheung, Youngsoo Arienti, Francesco Copeland, Kevin Huynh Choi Rizzi, Jeffrey Fike

#M314 Data-Driven Modeling in Mechanics, Chair(s): Laura De Lorenzis

Establishing a Data- Data-Driven Inverse Accelerating the Driven Deformation Design of Truss Simulation of Highly Model for Tin Using Lattices with Tunable Stiff HVAC Systems Symbolic Regression Anisotropy with Continuous-Time and Genetic Echo State Networks Programming

David Montes de Oca Jan-Hendrik Bastek*, Christopher Zapiain*, Hojun Lim, Siddhant Kumar, Rackauckas* Jay D. Carroll, Zachary Dennis M. Kochmann Casias, Corbett Battaile, J. Matthew D. Lane

11 TS 2: MONDAY AFTERNOON, JULY 26

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM

#M401 Peridynamics and Its Applications, Chair(s): Selda Oterkus

Computational A Bond-Based Peridynamic Modelling A Coupled Peridynamic Peridynamic Periporomechanics for Peridynamic Model for of Desiccation Induced and Finite Element Micromechanics of Modeling Dynamic Coupled Heat Transfer Cracking of Cohesive Approach in ANSYS Composites Materials Failure of Porous Media and Water Flow with Soils Framework for Fatigue (CM) of Random Phase Change Effects Life Prediction Based Structures on the Kinetic Theory of Fracture Xiaoyu Song*, Petr Nikolaev*, Majid Huaxiang Yan*, Majid Yanan Zhang, Erdogan Valeriy Buryachenko* Shashank Menon Sedighi, Andrey Jivkov, Sedighi, Andrey Jivkov Madenci* Lee Margetts

#M402 Computational Geomechanics, Chair(s): Shabnam Semnani

Simulation of Non-Local A Higher-Order A Homogenization Domain Partitioning Earthquake-Triggered Reformulation for the Thermo-Mechanical Framework for Inelastic Material Point Method Landslides and Site Transport of Fluids in Homogenization Layered Porous for Evolving Multi-Body Response Using the Heterogeneous Method for Materials Thermal-Mechanical Material Point Method Unsaturated Porous Heterogeneous Porous Contacts and Media Material Fragmentation

Abdelrahman Alsardi*, Haitao Yu, Yuqi Sun* Bozo Vazic*, Pania Shabnam J. Semnani*, Mian Xiao, Chuanqi Liu, Alba Yerro Newell Joshua A. White WaiChing Sun*

Computational Fluid Dynamics (CFD) and Fluid-Structure Interaction (FSI): Algorithms #M403 and Applications, Chair(s): John Evans Fluid-Shell Interactions Blast-on-Structure Numerical Methods for Non-Matching Interface A Sharp Interface Using Non-Intrusive Simulations Using Tracking Topological Fluid–Structure Lagrangian-Eulerian Coupling Based on the Zapotec Changes in Multiphase Interaction Modeling for Fluid-Structure Immersed Finite Fluid-Structure Compressible Flow Interaction Approach for Element Method Interaction Simulations Problems Simulating the Migration and Trapping of Deformable Blood Clots

Narendra Nanal*, Lucy Scott Miller*, Guy Wentao Ma*, Xuning Manoj R. Rajanna*, Ebrahim Kolahoduz*, Zhang, Scott Miller, Bergel, Gabriel de Zhao, Shafquat Islam, Emily L. Johnson, Ning Kenneth Aycock, Brent Jesse Thomas Frias, Kevin Manktelow, Kevin Wang Liu, Jim Lua, Ming- Craven, Boyce Griffith Matthew Mosby, Julia Chen Hsu Plews, Jesse Thomas, Ellen Wagman

Peridynamic Theory and Multiscale Methods for Complex Material Behavior, Chair(s): #M405 Patrick Diehl Implementation of Local A Generalized A Peridynamic Model of Continuum-Kinematics- A General Method to Boundary Conditions in Peridynamic Degradation in Inspired Peridynamics Evaluate Bond Nonlocal Wave Framework for Concrete Micromoduli for Propagation Modeling Corrosion Anisotropic Bond- Mechanics, Damage Based Peridynamics and Failure Models Burak Aksoylu* Srujan Rokkam*, Jeremy Trageser*, Soheil Firooz*, Paul Naveen Prakash* Masoud Jessica Rimsza, Reese Steinmann, Ali Javili Behazadinasab, Max Jones, Joshua Gunzburger, Nam Hogancamp Phan, Sachin Shanbhag

12 TS 2: MONDAY AFTERNOON, JULY 26

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Recent Advances and Applications in Meshfree and Particle Methods, Chair(s): John T. #M406 Foster Keynote presentation: Variationally Consistent A Discontinuous A Locking-Free A Lagrangian Naturally Naturally Stabilized Thermo-Mechanical Meshfree Cohesive Reproducing Variational Multiscale Stabilized Meshfree Formulation Kernel Finite Volume Meshfree Method for Method Method for Brittle Reissner-Mindlin Plate Fracture Simulation Formulation

Kuan-Chung Lin, Michael Hillman* Saili Yang*, Michael Tsung-Hui (Alex) Jiarui Wang*, Michael Hillman Huang* Hillman

Computational Mechanics for Performance and Damage of Materials, Chair(s): Varun #M408 Gupta

A Variational Phase- Modeling Crack Predicting the Influence Discrete Modeling of Field Model for Ductile Nucleation and of an Interface in Reinforced Concrete Fracture with Propagation in Dynamic Brittle Panels and Columns Coalescence Anisotropic Materials Fracture of PMMA Subject to Spherical Dissipation Near-Field Air Blasts

Tianchen (Gary) Hu*, Bryce Mazurowski*, Longzhen Wang*, Matthew Troemner*, John Dolbow, Brandon Patrick O'Hara, C. Javad Mehrmashhadi, Gianluca Cusatis, Talamini, Andrew Armando Duarte Florin Bobaru Photios Papados Stershic, Michael Tupek

#M409 Recent Advances in Computational Fracture Mechanics, Chair(s): John Dolbow

Keynote presentation: Nucleation in the Phase- A Micromechanics- An Arc-Length Affine Similar Trust- Field Approach to Brittle Fracture Informed Phase Field Stabilized Adaptive Region Method with Model for Brittle and Wavelet-Enriched Application to Phase- Ductile Fracture Hierarchical Finite Field Models of Brittle Accounting for Element Method for Fracture Unilateral Constraint Crack Propagation Using Phase Field Models

Aditya Kumar*, Oscar Lopez-Pamies Yongxing Shen*, Saikat Dan*, Thirupathi Alena Kopanicakova*, Yangyuanchen Liu, Maloth, Preetam Rolf Krause Cheng Cheng, Vahid Tarafder, Somnath Ziaei-Rad, Shuo Yang Ghosh

Advances in High-Order Methods for Computational Fluid Dynamics, Chair(s): Chunlei #M413 Liang Keynote presentation: Finding Flows of a Navier- An Efficient Benchmark Explicit Time Stepping Recent Developments Stokes Fluid through Quantum Computing Case for Scale- for SUPG Stabilized in Recovery-based Resolving Simulation Finite Element Methods Discontinuous Galerkin with Curved Walls

Frank Gaitan* Z.J. Wang*, Eduardo Jay Appleton*, Brian Loc Khieu*, Philip Jourdan Helenbrook Johnson, Eric Johnsen

13 TS 2: MONDAY AFTERNOON, JULY 26

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Computational Methods for Modelling Stationary and Non-Stationary Interfaces at #M414 Multiple Scales, Chair(s): Nikhil Chandra Admal Keynote presentation: Phase-Field Nano- and Phase Field A Thresholding Method A Disconnection-Based Scale-Free Approaches to Interaction between Disconnections: for the Kobayashi- Diffuse-Interface Martensitic Phase Transformations and Plasticity Exploring Complex Warren-Carter Grain Approach to Model Grain Boundary Boundary Model with Grain Boundary Motion Migration from the General Mobilities Mesoscale Perspective

Valery I. Levitas* Brandon Runnels* Jaekwang Kim*, Matt Himanshu Joshi, Jacobs, Nikhil Admal Junyan He*, Nikhil Admal

Materials Modeling Across Scales: From First Principles Calculations to Mesoscale #M416 Physics, Chair(s): Vikram Gavini

Using First-Principles Stationary Dislocation Stability and Length Dislocation Calculations to Predict at Stress Much Lower Scales of Dislocation Transmission Across the Mechanical than the Peierls Stress Walls: Analysis via Sigma 3 {112} Properties of Monte Carlo-Discrete Incoherent Twin Transmuting Tungsten Dislocation Dynamics Boundary: Combined Under First Wall Fusion Atomistic and Phase- Power-Plant Conditions Field Study

David Cereceda*, Hao Chen*, Valery Nipal Deka*, Ryan Sills Hyojung Kim*, Tengfei Yichen Qian, Mark Levitas, Liming Xiong, Ma, Nithin Mathew, Gilbert, Lucile Dezerald Xiancheng Zhang Darby J. Luscher, Lei Cao, Abigail Hunter

#M418 Computational Methods In Environmental Fluid Mechanics, Chair(s): Ethan Kubatko

Entropy Stable, Well- Implicit Advection: A Numerical Analysis of An Adaptive Space- Balanced, and Subcell Increased Robustness the Mixed and the Time FE Method for the Positivity Preserving for Dynamical Cores Primal Hybrid Finite Shallow Water DG Methods for the Element Methods to Equations Shallow Water Solve the Poisson's Equations Equation: Accuracy, Simulation Time and A- Posteriori Error Estimation

Philip Wu*, Jesse Chan James Woodfield*, Victor Bringhenti Oliari*, Eirik Valseth*, Clint Hilary Weller, Colin Denise de Siqueira, Dawson Cotter Philippe Remy Bernard Devloo

Optimization of Materials and Structures, Including Shape and Topology: Direct and #M502 Inverse Problems, Chair(s): Oliver Giraldo-Londoño

Topology Optimization Reliability-Based Shape Use of Stochastic Momentum-Based Considering Design Optimization Gradient Descent for Accelerated Mirror Uncertainties via under Dependent Topology Optimization Descent Stochastic Stochastic Reduced Random Variables by a under Reliability Approximation for Order Models Generalized Polynomial Constraints Robust Topology Chaos Expansion Optimization under Stochastic Loads

Alberto Torres*, James Dongjin Lee*, Sharif Subhayan De*, Kurt Weichen Li*, Shelly Warner, James Guest, Rahman Maute, Alireza Doostan Zhang Miguel Aguilo

14 TS 2: MONDAY AFTERNOON, JULY 26

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Computational Fluid Mechanics with Free and Moving Boundaries: Methods and #M509 Applications, Chair(s): Kristianto Tjiptowidjojo Fluid-Structure Direct Numerical Shape Dynamics of a Flow of a Capsule Computational Models Interaction (FSI) Simulations of Red Red Blood Cell in Suspended in a for Fluid-to-Solid Resolution for Cerebral Blood Cells in Microcirculation Newtonian Liquid Transitions in Yield Aneurysm Behaviour. Viscoelastic Fluid Flows through a Constricted Stress Fluids Capillary

Elie Hachem*, Ramy Boon Siong Neo*, Dhwanit Agarwal*, Jose Roca, Ivan Josh McConnell*, Nemer, Thomas Mehdi Niazi Ardekani, George Biros Menezes, Marcio Weston Ortiz, Anne Foliard, Aurelien Eric Shaqfeh Carvalho* Grillet, Pania Newell, Larcher Rekha Rao

#M513 Modeling and Simulation for Additive Manufacturing, Chair(s): W. Cai

Predicting The AFRL AM Modeling Simulation of Utilizing the Cellular Microstructure- Challenge: Predicting Microstructure Automata Finite Dependent Mechanical Micromechanical Fields Development in Element Model to Properties in Additively in AM IN625 Using an Additively Manufactured Simulate Thin Wall Manufactured Metals FFT-Based Method with Nickel Superalloys Microstructures of 3D Using Machine- and Direct Input from a 3D through CA-FE Printed Metals Deep-Learning Microstructural Image Modelling Methods Methods

Carl Herriott, Ashley Carter Cocke*, Anthony Madie Allen*, Tyler Lukasz Kuna*, Kirubel Spear* Rollett, Ricardo London, James Teferra Lebensohn, Ashley Campbell Spear

Polygonal and Polyhedral Discretizations in Computational Mechanics, Chair(s): Joe #M614 Bishop Keynote presentation: Direct Serendipity and Virtual Elements on The Virtual Element The Arbitrary-Order Mixed Finite Elements on Convex Polygons Agglomerated Finite Method for Magneto- Virtual Element Method Elements to Increase Hydrodynamics in for Linear the Critical Time Step in Polygonal Meshes Elastodynamics Models Explicit Three- Dimensional Elastodynamic Simulations

Todd Arbogast*, Zhen Tao, Chuning Wang N. Sukumar*, Michael Sebastian Naranjo*, Gianmarco Manzini*, Tupek Vrushali Bokil, Vitaliy Paola Antonietti, Ilario Gyrya, Gianmarco Mazzieri, Hashem Manzini Mourad, Marco Verani

Higher Order FE Methods for Challenging Problems in Science and Engineering, #M617 Chair(s): Maciej Paszynski The Source Transfer An hp-HDG Approach Space-Time A Painless Goal- Exploiting Tensor- Domain Decomposition for Anisotropic Continuous Galerkin Oriented hp-Adaptive Product Structure in Preconditioner for High- Diffusions hp-Finite Elements for Strategy for Indefinite High-Order Finite Frequency Time- Nonlinear Heat Problems Elements on Next- Harmonic Maxwell Problems Generation Equations Architectures

Socratis Petrides*, Geonyeong Lee*, Jau- Philipp Kopp*, Stefan Felipe Caro*, Vincent Nathan Roberts*, Dylan Copeland, Tzanio Uei Chen, Tan Bui- Kollmannsberger, Ernst Darrigrand, Elisabete Mauro Perego Kolev Thanh Rank, Victor Calo Alberdi

15 TS 3: MONDAY EVENING, JULY 26

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM

#M201 Imaging-Based Methods in Computational Medicine, Chair(s): Maria Holland

Probabilistic Modeling Spatiotemporal Atrophy Probing the Mechanical Predicting the Damages of Tau Propagation in Patterns in Healthy Principle of 3-Hinge in the asculature of the Alzheimer’s Disease Brain Aging and Gyral Formation and its Brain from Traumatic Alzheimer’s Disease Role in Brain Networks Brain Injuries with an MRI Based Computational Framework

Amelie Schaefer*, Yana Blinkouskaya*, Xianqiao Wang* Vickie Shim*, Mathias Peirlinck, Kevin Johannes Samantha Holdsworth, Linka, Ellen Kuhl Weickenmeier Taerin Lee, Shaofan Li, Micheal Dragunow

Quantification and Modeling of Spatially Heterogeneous Phenomena in Biological #M202 Materials, Chair(s): Manuel Rausch, Emma Lejeune, Johannes Weickenmeier Keynote presentation: An Inverse Modelling Assessing the A New Biomarker for Coupling Study on the Local Volume Changes During Early Heterogeneous In Vivo the Assessment of Hemodynamics with Morphoelastic Growth of the Fetal Human Brain Kinematics and Mechanical Mechanobiology in Properties of the Heterogeneity in Patient-Specific Human Aorta Using Biological Tissue Computational Models DENSE MRI to Improve of Ascending Thoracic Patient-Specific Aortic Aneurysms Computational Modeling and Clinical Diagnostics

Z. Wang, B.T. Martin, J. Weickenmeier, Krishna John Wilson*, Johane Dieter Klatt*, Harish Joan Laubrie*, Jamal Garikipati* Bracamonte, Patrick Palnitkar, Rolf Reiter, Mousavi, Raja Jones, Muhammad Shreyan Majumdar, Jayendiran, Stéphane Islam, John Oshinski, Joseph Crutison, Avril Joao Soares Shujun Lin, Thomas Royston

Multiphysics and Data-Driven Modeling for Cardiovascular Biomedicine, Chair(s): Ming- #M206 Chen Hsu

Keynote presentation: A Versatile Computational Computational Comparison of Framework For Scalar Transport In Cardiovascular Modeling of Fluid- Membrane, Shell, and Simulations Porohyperelastic 3D Solid Formulations Structure Interaction for Vascular Biomechanics

Sabrina Lynch, Christopher Arthurs, Nitesh Nama, Martina Bukac*, Nitesh Nama*, Miquel Onkar Sahni, C. Alberto Figueroa* Anyastassia Seboldt Aguirre, Rogelio Ortigosa, Antonio J. Gil, Jay D. Humphrey, C. Alberto Figueroa

16 TS 3: MONDAY EVENING, JULY 26

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Advances and Applications of Mechanistic Machine Learning, Reduced-Order and Data- #M301 Driven Analyses, Chair(s): Jessica Zhang, Haoyan Wei HiDeNN-PGD: Hierarchical Deep- Deep Learning Model to A Fully Convolutional A Machine Learning Reduced Order Deep Learning Neural Predict Complex Stress Neural Network Based Data Learning Network Networks for Physics and Strain Fields in Framework for Compression Strategy Discovery and Hierarchical Accelerating for Transient Mechanical Design Composites Representative Volume Simulations. Element Analysis, Microscale Material Identification, and Defect Characterization

Lei Zhang*, Ye Lu, Hengyang Li*, Abdullah Zhenze Yang*, Chi-Hua Lin Cheng*, Gregory Sujal Tipnis*, Rishikesh Shaoqiang Tang, Wing Amin, Wing Kam Liu Yu, Markus Buehler Wagner Ranade, Jay Pathak Kam Liu

Physics-Based Data-Driven Modeling and Uncertainty Quantification in Computational #M306 Materials Science and Engineering, Chair(s): Lori Graham-Brady Data Assimilation and Uncertainty Quantified An Image-Based Deep Stochastic Fatigue A Backward Compatible Mixed-Variable Parametrically Learning Approach to Model Identification for Physics Informed Metamodeling with Homogenized Predict Crack in 2D Welded Joints Based Neural Networks for Latent Map Gaussian Constitutive Model for Representations of on Structural Solving Nonlinear and Processes Polycrystalline Titanium Composites Experimental Data Higher Order Partial Alloys Differential Equations

Nicholas Oune, Ramin Shravan Kotha*, Deniz Reza Sepasdar*, Han Guo*, Pierre Revanth Mattey, Bostanabad* Ozturk, Somnath Maryam Shakiba Feissel, Frédéric Susanta Ghosh* Ghosh Druesne, Nikolaos Limnios, Salim Bouzebda, Alain Patigniez, Stephane Bouyaux

Data-Enhanced Modeling and Uncertainty Quantification of Systems with Multiple #M307 Fidelities, Chair(s): Gianluca Geraci CMLMC Algorithms for Multifidelity Adaptive and Efficient Multilevel Estimators for Estimating Approximate the Estimation of Risk Multiobjective Rare Event Analysis Measures of Control Variate Measures for Optimal Optimization for Wake Using a Gaussian Robustness in Weights: with Design Steering Strategies Process Modeling Optimization Under Applications in Fidelity Recommender Uncertainty Importance Sampling System and Rare Event Estimation

Quentin Ayoul- Julian Quick*, Ryan Som Dhulipala*, Friedrich Menhorn*, Alex Gorodetsky*, Guilmard, Sundar King, Peter Hamlington Michael Shields, Gianluca Geraci, Daniel Trung Pham Ganesh*, Fabio Nobile Benjamin Spencer, T. Seidl, Michael S. Chandrakanth Bolisetti, Eldred, Hans-Joachim Andrew Slaughter, Bungartz, Youssef M. Vincent Laboure, Marzouk Promit Chakroborty

17 TS 3: MONDAY EVENING, JULY 26

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Physics-Informed Learning and Data-Enabled Predictive Modeling and Discovery of #M308 Complex Systems, Chair(s): Jianxun Wang, Kathryn Maupin

Machine Learning Enhanced Data Predict Fracture Stress Quantification of Constitutive Models Efficiency Using Deep of Poly-Crystalline Margins and Neural Networks and Graphene Using Deep Uncertainty Using Gaussian Processes for Learning Dakota for a Multi- Aerodynamic Design physics Mechanical Optimization Thermal Analysis Workflow

Reese Jones*, Ari Ashwin Renganathan, MD Imrul Reza Shishir*, Andrew Murphy*, Frankel Romit Maulik*, Jai Mohan Surya Raja Michael Stender, Brent Ahuja Elapolu, Alireza Houchens, Lauren Tabarraei Beghini

Data-Driven Science with Uncertainty Quantification, Machine Learning, and #M309 Optimization, Chair(s): Jim Stewart, Roger Ghanem

Keynote presentation: Grassmannian Diffusion Reduced Order Models Manifold-Based Maps Based Manifold Learning for Uncertainty Using a Non-Local Optimization for Quantification Calculus on Finite Constrained Weighted Graphs Trajectories

Michael Shields*, Dimitris Giovanis, Ketson dos Matthew Duschenes*, Cosmin Safta, Kelli Santos Krishna Garikipati McCoy*, Roger Ghanem

#M311 Model Order Reduction for Physical Simulations, Chair(s): Youngsoo Choi

Hybrid Data-Driven An Adaptive Multi- Dynamical Modeling Reduction of Fluid- Reduced Order Models Fidelity Ensemble and Control of Fluid- Structure-Control for the 3D Turbulent Kalman Filter Using Structure Interaction: Problems and Channel Flow Hyperreduced ROMs From High-Fidelity to Application to Model Data-Driven Computing Predictive Control

Changhong Mou*, Geoff Donoghue*, Amir Chizfahm*, Rajeev Andrew McClellan*, Honghu Liu, Leo Masa Yano Jaiman Charbel Farhat Rebholz, Traian Iliescu

#M314 Data-Driven Modeling in Mechanics, Chair(s): Michael Ortiz

Model-Free Data- A Probabilistic Model- Thermodynamics- A Data-Driven Driven Fracture Free Data-Driven Informed Neural Computational Mechanics Solver Scheme Networks Approach Applied to a FE2 Multiscale Method for History-Dependent Materials

Pietro Carrara*, Laura Erik Prume*, Robert Quercus Hernandez, Paul-William Gerbaud*, De Lorenzis, Laurent Eggersmann, Stefanie Beatriz Moya, Alberto Pierre Ladevèze, David Stainier, Michael Ortiz Reese, Michael Ortiz Badias, David Néron González, Francisco Chinesta, Elias Cueto*

18 TS 3: MONDAY EVENING, JULY 26

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Computational Fluid Dynamics (CFD) and Fluid-Structure Interaction (FSI): Algorithms #M403 and Applications, Chair(s): Yue Yu

Keynote presentation: Over-Coming Fluid- Output-Based Mesh Semi-Implicit Eulerian A Solution Strategy for Structure Instabilities for Incompressible Flows and Adaptation for Fluid- Formulation Using Fluid-Structure Light Bodies Structure Interaction Marker Particles with a Interaction Using the Simulations Reference Map for Unified Continuum Fluid-Structure Formulation, Quasi- Interaction Problems Direct Coupling, and Nested Block Preconditioning

William Henshaw* Vivek Ojha*, Krzysztof Koji Nishiguchi*, Ju Liu* Fidkowski, Carlos Tokimasa Shimada, Cesnik Hiroya Hoshiba, Junji Kato

Peridynamic Theory and Multiscale Methods for Complex Material Behavior, Chair(s): #M405 Fei Han Keynote presentation: Quasistatic Fracture Using A New Peridynamic A Spatiotemporal Modeling Blasting Nonliner-Nonlocal Elastostatics with an Analytic Framework for Discrete Nonlocal Induced Rock Fractures Tangent Stiffness Matrix Dislocation Dynamics in Homogenization with Non-Ordinary 2D Crystal Plasticity Framework for State-Based Thermomechanical Peridynamics Response of Heterogeneous Materials

Patrick Diehl* Ziguang Chen*, Wenbo Linjuan Wang*, Jifeng Fan Zhu*, Jidong Zhao Dong, Florin Bobaru, Xu, Jianxiang Wang, Minsheng Huang Bhushan Karihaloo

Recent Advances and Applications in Meshfree and Particle Methods, Chair(s): John T. #M406 Foster Keynote presentation: The Kinetic Relations of Development of Time- A Total Lagrangian A Comparative Study of Linear Elastic Fracture Mechanics from Nonlocal Discontinuous Material Point Method Different J2 Plasticity Dynamics Peridynamic Method for with Non-Local Damage Models Using a Transient Crack for the Simulation of Nonlocal Lattice Propagation Problems Solids Subjected to Particle Method Large Deformation and Damage

Prashant Jha, Robert Lipton* Zhenhai Liu*, Hongfei Alban de Vaucorbeil*, Changyu Meng*, Ye, Dong Qian, Vinh Phu Nguyen Yongming Liu Hongwu Zhang, Yonggang Zheng

19 TS 3: MONDAY EVENING, JULY 26

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Computational Mechanics for Performance and Damage of Materials, Chair(s): Timothy #M408 Truster Keynote presentation: AI-Enhanced Automated Residual Stress and Experimental and Bridging the Gap Computational Framework for Modeling Materials Performance Modeling between Atomistic with Complex Microstructures Predictions for Electron Characterization of Simulations and Beam Welds: Influence Amorphous/Crystalline Microscale Experiments of Imbedded Multi- Metal Composite in Understanding the Physics and Material Interface Mechanical Dislocation-Mediated Calibrations on Behavior by Plastic Flow and its Outcomes Nanoindentation Interactions with the Interfaces in Amorphous/Crystalline Composites

Soheil Soghrati*, Ming Yang, Hossein Ahmadian, Scott Smith*, Carl Amir Abdelmawla*, Thanh Phan*, Ashraf Salil Pai, Mohamad Mohamadsalehi, Mingshi Ji, Herriott, Michael Thanh Phan, Liming Bastawros, Liming Balavignesh Vemparala Stender Xiong, Ashraf Xiong Bastawros

#M409 Recent Advances in Computational Fracture Mechanics, Chair(s): Christian Linder

Keynote presentation: The Shifted Fracture A Hybrid Finite Element High-Accuracy and Method – Spectral Boundary High-Efficiency 3D Integral Method for 3D Crack Propagation Dynamic Fracture Analysis Based on S- Simulation Version Finite Element Strategy

Kangan Li, Nabil Atallah, Antonio Rodriguez- David Kammer*, Naoki Morita*, Kouta Ferran, Guglielmo Scovazzi* Gabriele Albertini, Kishi, Naoto Mitsume, Ahmed Elbanna Kazuki Shibanuma

Advances in High-Order Methods for Computational Fluid Dynamics, Chair(s): Chunlei #M413 Liang Keynote presentation: Modeling Impact of An Efficient Non-Diffusive Volume Construction of an Combined Statistical and Discretization Error for Preconditioner for a Advection with A High Entropy Stable Ergodic Chaotic Systems Monolithic High-Order Order Interface Discontinuous Galerkin Fluid-Structure Reconstruction Method Spectral Element Interaction Solver Method for Two-Phase Flows Modeled by an Incompressible Navier- Stokes/Cahn-Hilliard System

Cory Frontin*, David Darmofal Matteo Franciolini*, Jin Yao, Jerry Liu* Juan Manzanero, David Anirban Garai, Scott Kopriva*, Gonzalo Murman Rubio, Esteban Ferrer, Eusebio Valero

20 TS 3: MONDAY EVENING, JULY 26

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Computational Methods for Modelling Stationary and Non-Stationary Interfaces at #M414 Multiple Scales, Chair(s): Lukasz Figiel

A Diffused Interface A Computational Computational Finite-Deformation Based Non-local Analysis of the Modeling of Visco- Sharp Interface Model Crystal Plasticity Model Plasticity-Assisted Ionic Elasto-Capillary for Void Evolution to Capture the Effect of Transport from the Phenomena of Soft Under Irradiation Slip Transmission Atomistic to the Polymeric Solids Across Grain Microscale Boundaries on Elasto- Plastic Response of Polycrystals

Pritam Chakraborty*, Liming Xiong* Berkin Dortdivanlioglu*, Anter El-Azab, Sreekar Devesh Tiwari, Jothi Ali Javili Rayaprolu*, Kyle Mani Thondiraj, Pierre- Starkey Antony Deschenes, Daniel Paquet

Materials Modeling Across Scales: From First Principles Calculations to Mesoscale #M416 Physics, Chair(s): Ananya Balakrishna

Keynote presentation: Accelerating Real-Space Configurational Forces DFT-FE --- a Massively Electronic Structure Methods by Discontinuous in Density Functional Parallel Real-Space Projection Theory Calculations Density Functional Using Orthogonalized Theory Code Using Enriched Finite Adaptive Finite-Element Elements Discretization, and its Application to Study Dislocation Core Energetics in Magnesium

John Pask* Nelson David Rufus*, Sambit Das*, Phani Vikram Gavini Motamarri, Vikram Gavini

#M418 Computational Methods In Environmental Fluid Mechanics, Chair(s): Clint Dawson

Keynote presentation: Particle-Based Free- Fluid-Structure Noise Evaluation DG Methods for Surface Flow Analysis with Bottom Boundary- Interaction Using FEM System Based on Fast Layered Ocean Fitted Coordinate Transformation Based on VOF and IGA Multipole Boundary Modeling: Thin Layers Methods Element Method and and Variable Bottom VR Technology Topography

Naoto Mitsume*, Kyuya Matsumoto, Yusuke Imoto, Yamato Yoshida*, Kazuo Kashiyama*, Robert Higdon* Mitsuteru Asai Kazuo Kashiyama, Makoto Shoji, Kazushi Hiroshi Hasebe Fukazawa, Hitoshi Yoshikawa

21 TS 3: MONDAY EVENING, JULY 26

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Optimization of Materials and Structures, Including Shape and Topology: Direct and #M502 Inverse Problems, Chair(s): Shelly Zhang

Keynote presentation: A Unified Approach for Integrated Shape and Stress-Based Multi- Topology Optimization with Local Stress Topology Optimization Material Topology Constraints Considering Various Failure Criteria: of Compliant Optimization to Prevent von Mises, Drucker-Prager, Tresca, Mohr- Mechanism with Stress Interface Fracture Coulomb, Bresler-Pister, and William-Warnke Constraints Using Embedding Domain Discretization Method

Oliver Giraldo-Londoño*, Glaucio H. Paulino Chaitanya Dev*, Daiki Watanabe*, Gabriel Stankiewicz, Hiroya Hoshiba, Junji Paul Steinmann Kato

Computational Fluid Mechanics with Free and Moving Boundaries: Methods and #M509 Applications, Chair(s): David Noble

Keynote presentation: A Scalable Adaptive LVIRA+, an Extension Novel Space-Time Front-Tracking Method for Simulation of of the Least Squares Finite Element Multiphase Flow Volume-of-Fluid Simulation Methods in Interface Material Processes Reconstruction Algorithm for Domains with Three and More Materials

Ahmed Basil Kottilingal*, Stephane Zaleski Eugene Kikinzon*, Marek Behr* Portage Team

#M513 Modeling and Simulation for Additive Manufacturing, Chair(s): Greg Wagner

Keynote presentation: Metal 3D Printing: Coupled Thermal-Fluid- Multiphysics Modeling Controlling Interdependent Meso-Nanosecond Solid Simulations for of Melt-Pool Dynamics Dynamics and Defect Generation Using a Digital High Fidelity Additive in Metal Additive Twin Manufacturing Manufacturing: Predictions Integration of Thermofluidics, Mechanics and Microstructure Evolution

Saad Khairallah* Michael Stender*, Kunal Bhagat*, Kaila Lauren Beghini, Daniel Bertsch, Dan Thoma, Moser, Bradley Shiva Rudraraju Trembacki, Michael Veilleux, Kurtis Ford

22 TS 3: MONDAY EVENING, JULY 26

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Polygonal and Polyhedral Discretizations in Computational Mechanics, Chair(s): Joe #M614 Bishop Scaled Boundary Accurate Multi-Phase Unfitted Hybrid High- A Discrete Exact Grad- A Discrete Exact Grad- Cubature Scheme for Flow Simulation in Order Methods for the Curl-Div Complex on Curl-Div Complex on Numerical Integration Faulted Reservoirs Wave Equation Generic Polyhedral Generic Polyhedral over Planar Regions Using Mimetic Finite Meshes. Part 1: Meshes. Part 2: with Affine and Curved Difference Methods on Algebraic Properties Analytical Properties Boundaries Polyhedral Cells

Eric B. Chin*, N. Rencheng Dong*, Erik Burman, Omar Daniele Di Pietro*, Daniele Antonio Di Sukumar Faruk O. Alpak, Mary F. Duran*, Alexandre Ern Jérôme Droniou Pietro, Jerome Droniou* Wheeler

Higher Order FE Methods for Challenging Problems in Science and Engineering, #M617 Chair(s): Jay Gopalakrishnan Keynote presentation: Parallel Simulations of A DPG-Based Time- Conformings vs Weakly The DPG Method for High-Power Optical Fiber Amplifiers Marching-Scheme for Conforming Convection-Reaction Linear Transient Comparison of the Problems Problems Double Adaptivity in Petrov Galerking Methods with Optimal Test Functions

Stefan Henneking*, Jacob Grosek, Leszek Judit Muñoz-Matute*, Jacob Salazar Solano*, Leszek Demkowicz*, Demkowicz David Pardo, Leszek Leszek Demkowicz Nathan Roberts Demkowicz

23

Tuesday, July 27

All times listed are in Central Daylight Saving Time.

24 TS 4: TUESDAY MORNING, JULY 27

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Symposium Honoring J. Tinsley Oden's Monumental Contributions to Computational #M103 Mechanics, Chair(s): Romesh Batra Keynote presentation: WATMUS: Wavelet Physical Stability Immersed Finite Computational Transformation Induced Multi-Time Scaling for Analysis and Domain Elements Based on Investigation of Accelerating Fatigue and Multi-Physics Simulations Decomposition Local Cauchy Interactions Between Preconditioner for Problems: Test Articles and the Dynamic Fracture Convergence and Medium Weight Shock Problems Stability Test

Somnath Ghosh* Lampros Svolos, Luc Slimane Adjerid*, Tao Matthew Lear, Jason Berger-Vergiat, Haim Lin, Ruchi Guo Sammut* Waisman*

#M201 Imaging-Based Methods in Computational Medicine, Chair(s): Rafael Grytz

Keynote presentation: Physiology-Enhanced Microstructural Finite Thermal Finite Element The Mechanical Data Analytics for a Personalized Approach to Element Modeling of Analysis of an Loading of the Human Disease Diagnosis and Management the Entire Lamina Intraocular Display Uterus and Cervix in Cribrosa in the Human Prosthesis for Corneal Pregnancy Based on Optic Nerve Head Blindness Ultrasound-Derived Finite Element Models

Giovanna Guidoboni*, Alon Harris, James Keller, Alireza Karimi*, Seyed Dipika Gongal*, Erin Louwagie*, Joy Marjorie Skubic Mohammadali Rahmati, Siddhant Thakur, Vink, Helen Feltovich, Rafael Grytz, Ashaya Panse, John Kristin Myers Christopher Girkin, J. Stark, Charles Yu, Crawford Downs Craig Foster

Quantification and Modeling of Spatially Heterogeneous Phenomena in Biological #M202 Materials, Chair(s): Manuel Rausch, Emma Lejeune, Mona Eskandari

Mapping the Spatial Uncovering Fetal Brain Insights from In-Silico Spatial White Matter Variation of Mitral Valve Folding Mechanisms Models of Stiffness Variations in Elastic Properties Using via Medical Image Atherosclerosis and the the Mouse Brain Air-Pulse Optical Registration and Role of Leukocytes and Coherence Inverse Modeling Biomechanics Elastography

Dragoslava P. Vekilov, Zhenlin Wang, Blake Heather Hayenga*, Rita Xuesong Zhang*, Manmohan Singh, Martin, Yana Bhui, John Yoo, Jeremy Johannes Salavat R. Aglyamov, Blinkouskaya, Krishna Warren, Maziyar Weickenmeier Kirill V. Larin, K Jane Garikipati, Johannes Keshavarzian, Clark Grande-Allen* Weickenmeier* Meyer

Multiphysics and Data-Driven Modeling for Cardiovascular Biomedicine, Chair(s): #M206 Debanjan Mukherjee Keynote presentation: Multiscale Computational The Coupled Using Multiscale Data- Reduced-Order Hemodynamic Predictions in the Pulmonary Momentum Method Driven Modeling to Modeling of the Vasculature Revisited: Formulation, Characterize Sex Circulation During Higher-Order Elements, Differences in Drug Cardiovascular Stress Solver Technology, and Development Verification

Mette S Olufsen*, Michelle Bartolo, Naomi Chesler Ingrid Lan*, Ju Liu, Mathias Peirlinck*, Joseph Muskat*, Vitaliy Weiguang Yang, Alison Francisco Sahli Rayz, Craig Goergen, Marsden Costabal, Ellen Kuhl Charles Babbs

25 TS 4: TUESDAY MORNING, JULY 27

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Advances and Applications of Mechanistic Machine Learning, Reduced-Order and Data- #M301 Driven Analyses, Chair(s): CT Wu, Rudy Geelen Keynote presentation: Microstructure-guided System Identification in High-Quality Material Data-Driven Deep Material Network for Nonlinear Material Digital Twins of Human Data Acquisition for Constitutive Laws: Modeling Musculo-Skeletal Data-Driven Computing Three Dimensional Systems Using Manifold Homogenization for Learning-Based Data- Finite-Strain Driven Identification Hyperelasticity Approach

Tianyu Huang, Zeliang Liu, Wei Chen* Karan Taneja*, Tung-Huan Su*, Jimmy Jan Niklas Fuhg*, Xiaolong He, J.S. Chen Jean, Chuin-Shan Chen Michele Marino, Nikolaos Bouklas

Data-Enhanced Modeling and Uncertainty Quantification of Systems with Multiple #M307 Fidelities, Chair(s): Alex Gorodetsky Global Sensitivity Uncertainty Multi-fidelity Methods Low-Dimensional Uncertainty Analysis via Hybrid Quantification of for Uncertainty Mapping Strategies for Quantification for MLMC PCE Delamination Failure Quantification of Enhancing Multifidelity Random Field within Composite Nonlocal Diffusion Uncertainty Quantities Using Structures Using a Model Quantification of Multifidelity Karhunen- Submodel Based Multi- Cardiovascular Models Loeve Expansions Fidelity Approach

Michael Merritt*, Alexander Hanson* Parisa Khodabakhshi*, Casey Fleeter*, Aniket Jivani*, Xun Gianluca Geraci, Max Gunzburger, Karen Gianluca Geraci, Huan, Cosmin Safta, Michael Eldred, Teresa Willcox Daniele Schiavazzi, Beckett Y. Zhou, Portone Andrew Kahn, Alison Nicolas R. Gauger Marsden

Physics-Informed Learning and Data-Enabled Predictive Modeling and Discovery of #M308 Complex Systems, Chair(s): Danial Faghihi and Kathryn Maupin

Applied Machine Scale-Senstivite Accounting for Model Learning Method to Homogenization Errors in Probabilistic Predict Crack Utilizing Deep Neural Linear Identification of Propagation Path in Networks Nonlinear PDE Polycrystalline Systems Graphene Sheet

Mohan Surya Raja Aaron Allred* Nicholas Galioto*, Alex Elapolu*, Alireza Gorodetsky Tabarraei, MD Imrul Reza Shishir

26 TS 4: TUESDAY MORNING, JULY 27

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Data-Driven Science with Uncertainty Quantification, Machine Learning, and #M309 Optimization, Chair(s): Miguel Bessa, Florent Pled On the Solution of Uncertainty Discovery of Variational Bayesian Causal Random Statistical Inverse Quantification in the Deformation Inference for Computational Problems Using Vibration Analysis of a Mechanisms and Convolutional Neural Nonlinear Dynamical Machine Learning Spent Nuclear Fuel Constitutive Response Networks in Precision Model in the Methods Based on Container with High of Soft Material Health Balance Training Framework of Artificial Neural Modal Density Surrogates of Biological Viscoelasticity in Finite Networks Tissue by Data-Driven Displacement with Variational System Modeling Uncertainties Identification

Florent Pled*, Olivier Ezvan*, Xiaoshu Zhenlin Wang, Jon Jeremiah Hauth*, Ibrahim Benslim*, Christophe Desceliers Zeng, Roger Ghanem, Estrada, Ellen Arruda, Steven Teguhlaksana, Mohamed Guerich, Bora Gencturk Krishna Garikipati, Jamie Ferris, Kathleen Evangeline Capiez- Siddhartha Srivastava* Sienko, Xun Huan Lernout, Christophe Desceliers

#M311 Model Order Reduction for Physical Simulations, Chair(s): Masayuki Yano

Multidimensional Reduced-Order A Globally Convergent Galerkin-POD for Modeling of Method to Accelerate Uncertainty Parameteric PDE-Constrained Quantification of PDE Simulations with Optimization Using On- Solutions with Random Bayesian Matrix the-fly Model Parameters Completion Hyperreduction

Peter Benner, Jan Saibal De*, Hadi Salehi, Tianshu Wen*, Matthew Heiland* Alex Gorodetsky Zahr

#M314 Data-Driven Modeling in Mechanics, Chair(s): Laura De Lorenzis

Keynote presentation: Robust Modal Deep Learning-Based Data-Driven Nonlinear Orbital Dynamics of Decomposition of Corrupt Fluid Flows Reduced Order Aeroelastic Models of Binary Black Hole Modeling with Morphing Wings for Systems can be Application to Control Learned from Prediction of Riverine Gravitational Wave Flow Velocity Measurements

Isabel Scherl*, Benjamin Strom, Jessica Shang, Mojtaba Forghani*, Urban Fasel*, Nicola Brendan Keith*, Akshay Owen Williams, Brian Polagye, Steven Brunton Yizhou Qian, Jonghyun Fonzi, Steven L. Khadse, Scott Field Lee, Matthew Farthing, Brunton Tyler Hesser, Peter Kitanidis, Eric Darve

Machine Learning for Solving Inverse Problems in Computational Mechanics and #M325 Materials, Chair(s): Jiaxin Zhang Keynote presentation: Solving Stochastic Inverse Data Driven Modeling Crack Estimation in Machine Learning Problems for Property-Structure Relationship in of Interfacial Traction Miter Gates Using A Model Development for Computational Materials Science Separation Relations Machine Learning- Additive Manufacturing Using a Based Global-Local Process Parameter Thermodynamically Modeling Method Optimization Consistent Neural Network Anh Tran, Tim Wildey* Congjie Wei*, Jiaxin Zihan Wu*, Travis Berkcan Kapusuzoglu*, Zhang, Kenneth Liechti, Fillmore, Manuel Vega, Paromita Nath, Chenglin Wu Zhen Hu, Michael Todd Matthew Sato, Sankaran Mahadevan, Paul Witherell 27 TS 4: TUESDAY MORNING, JULY 27

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM

#M401 Peridynamics and Its Applications, Chair(s): Erdogan Madenci

A Novel Surface Accurate Artificial A Peridynamics Model Combining Dual Horizon Correction Technique Boundary Conditions for Brittle Damage in Peridynamics and Peridynamic for State-Based for the Semi-Discretized Solids under Digital Image Formulation for Thermal Peridynamics One-Dimensional Thermomechanical Correlation Algorithms Diffusion Analysis Peridynamics Loading for Challenging Strain Calculations

Lei Wang*, Quan Gu Gang Pang*, Songsong Anil Pathrikar*, Tomas Vaitkunas*, Selda Oterkus*, Ji, Jiwei Zhang Debasish Roy Paulius Griškevicius, Bingquan Wang, Erkan Darius Eidukynas, Oterkus Valdas Grigaliunas, Adi Adumitroaie

#M402 Computational Geomechanics, Chair(s): Qiushi Chen

Machine Learning- MPI-Accelerated Level Modeling Continuous A Generalized Image Modeling Loading and Enabled Discrete Set-Discrete Element Sea Ice Floes with the Preprocessing Fragmentation in Element Method for Method Using Binning Discrete Element Workflow for High Compacted Granular Contact Detection and Algorithm Method Fidelity 3D Rendering Systems Resolution of Irregular- of Natural Sands from Shaped Particles X-Ray Computed Tomography Images

Zhengshou Lai*, Qiushi Peng Tan*, Nicholas Devin O'Connor*, Peng Tan, Hasitha Joel Clemmer*, Dan Chen, Linchong Huang Sitar Brendan West Sithadara Wijesuriya*, Bolintineanu, Jeremy Nicholas Sitar Lechman

Computational Fluid Dynamics (CFD) and Fluid-Structure Interaction (FSI): Algorithms #M403 and Applications, Chair(s): David Kamensky Keynote presentation: Scale Resolving Dynamically and Variational Multiscale Finite Element Based Simulations of a Bump with Strong Favorable and Geometrically Large Eddy Simulations Stabilized Formulation Adverse Pressure Gradients Conservative Fully- for Very High Rayleigh for Hypersonic Flows Discrete Stabilized Number Rayleigh- Finite Element Methods Benard Convection for Conservation Laws on Moving Domains with Controllable Numerical Dissipation

Kenneth Jansen*, Riccardo Balin, James Wright, DeAnna Gilchrist*, John David Sondak*, David Codoni, Artem John Evans Evans Thomas Smith, Roger Korobenko* Pawlowski, Sidafa Conde, John Shadid

Peridynamic Theory and Multiscale Methods for Complex Material Behavior, Chair(s): #M405 Pablo Seleson Strength-Induced Parallelization of a Simulation of Multi- A Peridynamic Diffusion Wave Propagation in Hybrid Local/Nonlocal Stabilized Peridynamics Physics Phenomena Model for Unbounded Peridynamics Continuum Mechanics Code Coupled with with a Hybrid FEM- Problems Modeling of Fractures Finite Element Method Peridynamic Approach in Brittle Materials Using OpenMP Fei Han*, Gilles Suyeong Jin*, Young Mirco Zaccariotto*, Tao Alexander Hermann*, Giuseppe Fanizza* Lubineau Kwang Hwang, Jung- Ni, Federico Moro, Arman Shojaei, Pablo Wuk Hong Francesco Pesavento, Seleson, Christian. J Bernhard A. Schrefler, Cyron Ugo Galvanetto

28 TS 4: TUESDAY MORNING, JULY 27

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Recent Advances and Applications in Meshfree and Particle Methods, Chair(s): John T. #M406 Foster Multi-Phase MPM MPM Modeling of Large A High-Order Material A Cell-Based Time Integration Approaches for Deformations and Soil- Point Methods for Interpolation Scheme to Advances and Unsaturated Soils Structure Interaction in Structured and Mitigate Cell-Crossing Challenges in the Geotechnical In-Situ Unstructured Errors in the Material Material Point Method. Testing (Triangular) Grids Point Method

Alba Yerro*, Veronica Luis Zambrano- Roel Tielen*, Matthias Wen-Chia Yang* Martin Berzins* Girardi, Francesca Cruzatty*, Kaleigh Yost, Möller, Kees Vuik Ceccato Alba Yerro

Computational Mechanics for Performance and Damage of Materials, Chair(s): Pinlei #M408 Chen

Keynote presentation: Prediction of Residual A Space-Time Gauge SCA - Applications to Stress States Using an Eulerian Plasticity Model Theory Based on Multiscale Modeling for Translational Symmetry Self-Piercing Riveting for Modelling Process Viscoplasticity in Polycrystalline Solids

Martin Kroon*, Miles Rubin, Per Lindström Sanjeev Kumar* Derick Suarez*, Sourav Saha, Wing Kam Liu

#M409 Recent Advances in Computational Fracture Mechanics, Chair(s): N. Sukumar

A Numerical Method for Accurate Crack Path Evaluation of Crack A Multi-Resolution the Growth of Multiple Prediction in Mixed- Propagation Analysis Approach to Hydraulic Fractures in Two Mode Cohesive by Local Approach Fracture Simulations Dimensions Fracture Using Virtual under Ultra Low Cycle Element Method Fatigue

Adrian Lew*, Benjamin Habeun Choi*, Heng Yoshitaka Wada*, Kaito Andre Costa*, John Grossman-Ponemon Chi, Kyoungsoo Park Ueda Dolbow, Randall Settgast, Tao Jin, Matteo Cusini

Advances in High-Order Methods for Computational Fluid Dynamics, Chair(s): Ngoc- #M413 Cuong Nguyen Extension of the A High-Order Spectral DG Discretizations of High-Order HDG High-Order Space-Time Spectral Difference Difference Solver for 2D the INS Equations, Formulations for Flux Reconstruction Method Using Raviart- Ideal MHD Equations Which Features Matter Compressible, Methods for Moving Thomas Elements to with Constrained the most? Incompressible and Domain Simulation the Sixth-Order of Transport Weakly Compressible Accuracy on Triangles Flows and Formulation on Tetrahedra

Adèle Veilleux*, Kuangxu Chen*, Lorenzo Botti, Antonio Huerta*, Matteo Meilin Yu* Guillaume Puigt, Chunlei Liang Francesco Carlo Giacomini Hugues Deniau, Massa* Guillaume Daviller

29 TS 4: TUESDAY MORNING, JULY 27

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Materials Modeling Across Scales: From First Principles Calculations to Mesoscale #M416 Physics, Chair(s): Ananya Balakrishna

Real Space Density Large-Scale Ab-Initio Real-Space Density Calculation of Spin Functional Theory Polarizability Functional Theory Hamiltonian Method for Twisted Calculations Using Adapted to Cyclic and Parameters Using Real- Structures Real-Space Finite- Helical Symmetry Space Density Element Based Functional Theory Methods

Hsuan Ming Yu*, Phani Motamarri*, Abhiraj Sharma*, Krishnendu Ghosh*, He Amartya Banerjee Krishnendu Ghosh, Phanish Suryanarayana Ma, Mykyta Onizhuk, Vikram Gavini Vikram Gavini, Giulia Galli

#M418 Computational Methods In Environmental Fluid Mechanics, Chair(s): Eirik Valseth

Keynote presentation: On Coupling Hydrologic Subgrid Corrections in Subgrid Surface Validating Sub-Grid and Surge Processes in Coastal Watersheds Finite-Element Models Connectivity for Shallow Scale Approaches for of Storm-Driven Coastal Water Equations Modeling of Cross- Flooding Barrier Flows in Flood Control Systems for Hydrodynamic Storm Hazard Models

Matthew Bilskie*, Haihong Zhao, Don Resio, John Johnathan Woodruff*, Amirhiseub Dylan Wood*, Collin Atkinson, Zachary Cobell, Scott Hagen Casey Dietrich, Begmohammadi*, Lester, Ethan Kubatko, Damrongsak Wirasaet, Damrongsak Wirasaet, Mehrzad Rahimi, Andrew Kennedy, Diogo Bolster, Andrew Abdollah Shafieezadeh Diogo Bolster, Kennedy, Joel Dietrich Zachariah Silver, Sheppard Medlin, Randall Kolar

Optimization of Materials and Structures, Including Shape and Topology: Direct and #M502 Inverse Problems, Chair(s): Miguel Alejandro Aguilo

A New Regularization Topology Optimization Application of Complex- Approach for Topology with Geometric Step Approximation to Optimization with Templates System Reliability- Discrete Objects based Design Optimization

Julia Carroll*, James Tareq Zobaer*, Alok Junho Chun* Guest Sutradhar

Computational Fluid Mechanics with Free and Moving Boundaries: Methods and #M509 Applications, Chair(s): Patrick Anderson Scientific Modeling of Combined Modeling Free Surface Process Model for Multi-Physics Modeling Aerosol Jet Deposition and Experimental Study Instabilities During Multilayer Slide Coating of Electrochemical to Explain Air Trap Horizontal Ribbon of Polymer Electrolyte Deposition During Droplet Impact Growth Solidification Membrane Fuel Cells onto Dielectric Surface Process

Robert Secor*, Ethan Subhayan Halder*, Alireza Pirnia*, Brian Kristianto Tjiptowidjojo*, Justin Kauffman*, John Secor Vitaliy Yurkiv, Rafael Helenbrook P. Randall Schunk Gilbert, Eric Paterson Granda Neto, Abhilash Sankaran, Jingwei Wu, Alexander Yarin, Farzad Mashayek

30 TS 4: TUESDAY MORNING, JULY 27

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM

#M513 Modeling and Simulation for Additive Manufacturing, Chair(s): A. To

Keynote presentation: Supporting the Metal Experimental-Numerical A Constitutive ICME-Based Modeling Additive Manufacturing Simulation Community Analysis of Structural Parameter for and Qualification for Through Validation Measurements Microstructure-Property the Work Hardening Additive Manufacturing Linkages for Additively Behavior of Additively of Ni-Based Manufactured Materials Manufactured Ti-6Al-4V Superalloys

Lyle Levine*, Brandon Lane, Thien Phan, Fan Alexander Raßloff*, Alan Jankowski* Qiaofu Zhang*, Abhinav Zhang, Mark Stoudt, Brian Simonds, David Paul Schulz, Robert Saboo, Sam Sorkin, Deisenroth Kühne, André Till Jiadong Gong, Greg Zeuner, Marreddy Olson Ambati, Ilja Koch, Maik Gude, Martina Zimmermann, Markus Kästner

Polygonal and Polyhedral Discretizations in Computational Mechanics, Chair(s): #M614 Gianmarco Manzini Polyhedral A Posteriori Error Adaptive Virtual Refinement of Some Numerical Nonconforming Estimation via Element Methods for Polygonal Grids Using Aspects of the Virtual Discretization Methods Equilibrated Stress Simulations of Flow in Convolutional Neural Element Method for Multiple-Network Reconstruction for Fractured Media Networks with Applied to the Stokes Poroelasticity Unilateral Contact Applications to Problem Problems Polygonal Discontinous Galerkin and Virtual Element Methods

Michele Botti*, Paola F. Ilaria Fontana*, Daniele Andrea Borio*, Stefano Enrico Manuzzi*, Paola Annamaria Mazzia*, Antonietti, Lorenzo Di Pietro, Kyrylo Scialò, Fabio Vicini, Francesca Antonietti Gianmarco Manzini Botti, Daniele A. Di Kazymyrenko Stefano Berrone, Pietro Alessandro D'Auria

Higher Order FE Methods for Challenging Problems in Science and Engineering, #M617 Chair(s): Stefan Henneking Isogeometric Residual Convolution Finite High Order Multiscale Multiscale FEM for Active-Set Solution of Minimization Method for Element Method Finite Element Method Statics and Mortar Contact Time-Dependent for Thermoelasticity Eigenvibration Analysis Between Higher-Order Maxwell Problem Problems Elements in Explicit Dynamics

Maciej Paszynski*, Amirhossein Amiri- Marek Klimczak*, Witold Cecot*, Marta Stephen Beissel* Marcin Los, Luis Hezaveh*, Arif Masud, Witold Cecot Oleksy Garcia-Castillo Martin Ostoja- Starzewski

31 TS 5: TUESDAY AFTERNOON, JULY 27

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Symposium Honoring J. Tinsley Oden's Monumental Contributions to Computational #M103 Mechanics, Chair(s): Maryam Shakiba

Poro-Hyperelastic Perspectives in 3-D Modeling of Multi- Elastodynamics of Shear Peridynamics: Stage Hydraulic Sandwich Beams Using Mathematical Fracturing from a a Mixed Layer-Wise Constructs and Borehole within a Formulation and Least- Computations GFEM Framework Squares Space-Time Finite Element Method

Patrick Selvadurai*, Florin Bobaru* Nathan Shauer, Devin Burns*, Romesh Alexander Suvorov Armando Duarte* Batra

#M201 Imaging-Based Methods in Computational Medicine, Chair(s): Johannes Weickenmeier

Keynote presentation: Time-Lapse In Vivo 2D to 3D Volumetric In Silico Experiments of Diffusion-Tensor Imaging of Bone Formation and Resorption in Reconstruction of Bone Remodeling Informed Finite Element Mouse Models and Humans Using Microcomputed Human Spine for Towards Predicting Analysis of Shear Wave Tomography and High-Resolution Peripheral Diagnosis and Drug Treatment of Propagation in Muscle Quantitative Computed Tomography Prognosis of Spinal Bone Diseases Architecture Deformities

Seyedmahdi Hosseinitabatabaei, Isabela Vitienes, Mahsa Tajdari*, Farzam Yoshitaka Kameo*, Joseph Crutison*, Maximillian Rummler, Annette Birkhold, Bettina Tajdari, Aishwarya Yuki Miya, Taiji Adachi Thomas Royston Willie* Pawar, Jessica Zhang, Wing Kam Liu

Quantification and Modeling of Spatially Heterogeneous Phenomena in Biological #M202 Materials, Chair(s): Manuel Rausch, Emma Lejeune, Johannes Weickenmeier Keynote presentation: A Nonlinear Fibrous The Spatial and Localized Viscoelastic Evaluating Vaginal Viscoelastic Model Describes the Experimental Temporal Behavior of the Porcine Creep Using Extension- Tensile Behavior of Human Cervix Heterogeneity of Lung Urinary Bladder Inflation Testing Specimens

Lei Shi, Joy Vink, Ronald Wapner, Kristin Myers* Crystal Mariano, Tyler Tuttle, Sara Gabrielle Clark- Samaneh Sattari, Roccabianca* Patterson*, Raffaella Mohammad De Vita, Kristin Miller Maghsoudi-Ganjeh, Mona Eskandari*

Multiphysics and Data-Driven Modeling for Cardiovascular Biomedicine, Chair(s): Ming- #M206 Chen Hsu

An Immersed Domain Fully Coupled Dynamic Isogeometric Finite Formulation for Fluid- Simulations of Element-Based Structure Interaction Bioprosthetic Aortic Simulation of the Aortic with Contact Valves based on an Heart Valve: Integration Embedded Strategy for of Neural Network Fluid-Structure Structural Material Interaction Model and Structural Tensor Fiber Architecture Representations

Patrick Zulian*, Maria Maria Giuseppina Wenbo Zhang, Michael Nestolka, Lisa Gaedke- Chiara Nestola*, Barna Sacks, Tan Bui, Shruti Merzhaüser, Rolf Becsek, Pascal Corso, Motiwale* Krause Patrick Zulian, Dominik Obrist, Rolf Krause

32 TS 5: TUESDAY AFTERNOON, JULY 27

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Advances and Applications of Mechanistic Machine Learning, Reduced-Order and Data- #M301 Driven Analyses, Chair(s): Susanta Ghosh, Upendra Yadav Microstructure-Based A Physics-Constrained Efficient Hyper- Combinatorial Optimal Linking the Process- High Cycle Fatigue Life Machine Learning Reduced Order Model Control of PDEs with Structure-Property Prediction Based on A Approach to Solving for Additive Deep Reinforcement Relationship for Data-Driven Heat Transfer Manufacturing Thermal Learning Additively Manufactured Computational Equations on Chip Fluid Analysis Materials Using Approach Mechanistic Data Science Framework

Dong Qian*, Rui Zhang, Haiyang He*, Jay Ye Lu*, Kevontrez Gradey Wang*, Adrian Satyajit Mojumder*, Yingjian Liu, Derick Pathak, Norman Jones, Zhengtao Gan, Lew, Eric Darve Zhengtao Gan, Wing Suarez, Sourav Saha, Chang, Rishikesh Wing Liu Kam Liu Wing Kam Liu Ranade, Amir Maleki, Priya Kasimbeg, Stephen Pan, Jimin Wen, David Geb

Data-Driven Science with Uncertainty Quantification, Machine Learning, and #M309 Optimization, Chair(s): Krishna Garikipati, Jim Stewart Keynote presentation: Bayesian Neural Networks Greedy Multiscale Physics-Informed A Hierarchical Bayesian for Weak Solution of PDEs with Uncertainty Strategies for Sparse Discretization-Based Approach to Quantification Modeling and Learning: a Unified Regularization with Emulation Tasks Framework for Solving Application to the PDE-Constrained Inference of Relaxation Forward and Inverse Spectra Problems

Xiaoxuan Zhang*, Krishna Garikipati Prashant Shekhar*, Jian-xun Wang*, Han Sayali Kedari*, Abani Patra Gao, Luning Sun Gowtham Atluri, Kumar Vemaganti

#M311 Model Order Reduction for Physical Simulations, Chair(s): Youngsoo Choi

Non-Intrusive Reduced Neural Autoencoders Projection onto a Model Reduction of Order Modeling of for Discretization- Quadratic Manifold for Convection-Dominated Poroelasticity of Independent Modeling Mitigating the Partial Differential Heterogeneous Media of Continuous Fields Kolmogorov Barrier in Equations via Based on a Model Reduction Optimization-Based Discontinuous Galerkin Implicit Feature Approximation Tracking

T. Kadeethum*, F. James Duvall*, Shaowu Joshua Barnett*, Matthew Zahr*, Marzieh Ballarin, N. Bouklas Pan, Karthik Duraisamy Charbel Farhat Mirhoseini

Machine Learning for Solving Inverse Problems in Computational Mechanics and #M325 Materials, Chair(s): Tim Wildey Keynote presentation: Efficient Inverse Problem Bayesian Optimization Optimization of Chiral A Hybrid Black-Box Learning with Precise Localization and Exploratory of Spatial Phase Metamaterials via Deep Optimization for Sampling Modulation for Neural Networks Efficient Calibration of Programmable Heat Conduction Model Localization in in Additive Plasmonic Metasurface Manufacturing

Jiaxin Zhang*, Victor Fung Doksoo Lee*, Shizhou Yun-Che Wang*, Chun- Sirui Bi*, Benjamin Jiang, Oluwaseyi Wei Liu, Tsai-Wen Ko Stump, Jiaxin Zhang, Balogun, Wei Chen Yousub Lee, Matt Bement, Guannan Zhang

33 TS 5: TUESDAY AFTERNOON, JULY 27

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM

#M401 Peridynamics and Its Applications, Chair(s): Selda Oterkus

A Surface Correction Imposing Local A Fast Convolution- Technique for Bond Boundary Conditions for Based Method for Based Peridynamics Peridynamics Equation Peridynamic Models of of Motion in Arbitrary Elasticity and Fracture Domains by a Generalized Fictitious Nodes Method

Semsi Coskun*, Farzaneh Mousavi*, Siavash Jafarzadeh*, Jinseok Kim Jiangming Zhao, Farzaneh Mousavi, Siavash Jafarzadeh, Longzhen Wang, Adam Florin Bobaru Larios, Florin Bobaru

#M402 Computational Geomechanics, Chair(s): Waiching (Steve) Sun

Coupling Methods for Simulation of Injection- A Fiber-Reinforced Recent Advances in Multiphysics Modelling Induced Seismicity Constitutive Model for Modeling Interfaces and of Enhanced Using Hybrid Finite Earthen Structural Viscoelastic Flow Geothermal Systems Element-Spectral Materials Properties with Boundary Integral Particles in Scheme Geodynamic Computations

Bruce Gee*, Robert Md Shumon Mia*, Persid Koci*, Craig Elbridge Gerry Puckett, Gracie Mohamed Foster Mack Gregory* Abdelmeguid, Ahmed Elbanna

Computational Fluid Dynamics (CFD) and Fluid-Structure Interaction (FSI): Algorithms #M403 and Applications, Chair(s): Jinhui Yan Physics-informed A Spatially Varying Towards a Generalized Industrial Scale Construction of a Model-Based Deep Robin Interface Engineering Theory for Simulations Using Nonlocal Model for Reinforcement Learning Condition for Fluid- Hydrodynamic Immersogeometric Incompressible Flow at for Dynamic Control Structure Coupled Slamming Emanating Analysis on Octree Low Reynolds Numbers Simulations from Partitioned Fluid- Meshes Structure Interaction Analysis

Xinyang Liu*, Jian-xun Shunxiang Cao*, Wensi Wu*, Christopher Kumar Saurabh*, Jiangming Zhao*, Florin Wang Guangyao Wang, Alex Earls Boshun Gao, Masado Bobaru Main, Kevin Wang Ishii, Milinda Fernando, Makrand Khanwale, Biswajit Khara, Sudeep Menon, Ming-Chen Hsu, Adarsh Krishnamurthy, Hari Sundar, Baskar Ganapathysubramanian

34 TS 5: TUESDAY AFTERNOON, JULY 27

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Recent Advances and Applications in Meshfree and Particle Methods, Chair(s): Mike #M406 Hillman

Multi-GPU MPM for Recent Advances in Stable Midpoint Memory Intensive Image-Based Modeling Integration Method for Engineering Projects and Evaluation of Fiber Galerkin Meshfree Reinforced Composite Method Responses to Impact Loading with Integrated Mesh-Based and Particle Methods*

Justin Bonus*, Pedro Zhen Chen*, A.M. Mohammed Mujtaba Arduino, Michael Rajendran, Robert Atif*, Sheng-Wei Chi Motley, Marc Eberhard Moser

Computational Mechanics for Performance and Damage of Materials, Chair(s): Pinlei #M408 Chen Modeling the Behavior A Quasicontinuum Viscoelastic Finite Mechanical Behavior of A Porosity Growth and of PC/ABS Ternary Approach for Modeling Element Study of Metal- Additively Manufactured Plasticity Model for Blends Fracture and Damage Ceramics and Metallic Cellular Under-Dense Material in Polymer Networks: Porcelain-Veneered Scaffold Structures for Subject to Extreme Role of Viscoelastic Lithium Disilicate Bone Tissue Loadings Properties and Rate Material Systems used Engineering Dependent Failure in Dental Crowns

A. Francisca Carvalho Ahmed Ghareeb*, Sukirti Dhital*, Camila Mohammad Al- John Moore*, Nathan Alves*, Bernardo P. Ahmed Elbanna Rodrigues, Yu Zhang, Barqawi*, Adeeb Barton Ferreira, Francisco M. Jeongho Kim Rahman, Dan Thoma Andrade Pires

#M409 Recent Advances in Computational Fracture Mechanics, Chair(s): John Dolbow

Multiscale Analysis and Multiscale Design of Singular Patch and Computation of Stress Numerical Analysis of Design of Nonlinear Materials with Patch Superposition Intensity Factor for Intergranular Fracture Heterogeneous Reduced-Order Method in IGA for Arbitrary and Low in Polycrystalline Materials Using an Modeling Linear Fracture Quality Meshes Materials GFEM-Based Reduced- Mechanics Analysis Order Modeling Approach David Brandyberry, David Brandyberry, Rino Watanabe, Daichi Kyoungsoo Park*, Miguel Vieira de Xiang Zhang, Philippe Xiang Zhang*, Philippe Nakahara, Omar Habeun Choi, Hui-Ru Carvalho*, Francisco Geubelle* Geubelle Tabaza, Yuto Otoguro, Cui Manuel Andrade Pires Hiroshi Okada*

Advances in High-Order Methods for Computational Fluid Dynamics, Chair(s): Krzysztof #M413 Fidkowski

An Adjoint-Based Implicit Discontinuous Improvements to Dual Development of High- Super-Convergent Galerkin Methods for Weighted Residual Order, Super- Galerkin Approximation High-Speed Turbulent Error Estimation and Convergent Elements of Eigenvalues Flows on Graphics Adaptation for for Fluid Mechanics Processors Asymptotically Consistent FEM Discretizations

Shiqiang Xia*, Bernardo Ngoc-Cuong Nguyen*, Ben L. S. Couchman*, Mayuresh Patil* Cockburn Jaime Peraire, David L. Darmofal, Sebastien Terrana Steven R. Allmaras, Marshall C. Galbraith 35 TS 5: TUESDAY AFTERNOON, JULY 27

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Materials Modeling Across Scales: From First Principles Calculations to Mesoscale #M416 Physics, Chair(s): Amartya Banerjee Keynote presentation: Scale Bridging Materials Learning Based Multi- An Algorithm for Coarse-Grained Physics: Active Learning Workflows and Integrable Scale Method and its Temporal Scale- Atomistic Simulation of Deep Neural Networks for Free Energy Function Application to Inelastic bridging of Chemistry in Phase Transformation Representations in Alloys Impact Problems a Multiscale Model of a in Materials Under Reacting Energetic General Stresses: Material Methodology, Algorithm, and Applications

Gregory Teichert*, Anirudh Natarajan, Sambit Das, Burigede Liu*, Nikola Kenneth Leiter*, James Yipeng Peng*, Murat Aykol, Chirranjeevi Gopal, Vikram Gavini, Kovachki, Andrew Larentzos, Brian Rigelesaiyin Ji, Thanh Anton Van der Ven, Krishna Garikipati Stuart, Kaushik Barnes, Richard Phan, Wei Gao, Valery Bhattacharya Becker, Jaroslaw Knap I. Levitas, Liming Xiong

#M418 Computational Methods In Environmental Fluid Mechanics, Chair(s): Kazuo Kashiyama

The Effects of An Octree Based LES Reynolds-Averaged CYGNSS-Enhanced Framework for and Large-Eddy Parametric Wind Fields Exploring the Impact of Simulation Strategies on Storm Surge Vegetation on Thermal for Langmuir Modeling Response of the Turbulence in the Building Environment Coastal Ocean

Ethan Kubatko*, Boshun Gao*, Kendrick Andrés Tejada- Younghun Kang, Tan, Breanna Marmur, Martínez*, Juan Mohammad Al-Khaldi, Jan Thompson, Yuyu Penaloza-Gutierrez, Joel Johnson Zhou, Ulrike Passe, Qiming Zhu, Anthony Baskar Perez, Jinhui Yan, Yuri Ganapathysubramanian Bazilevs

Optimization of Materials and Structures, Including Shape and Topology: Direct and #M502 Inverse Problems, Chair(s): Emilio Carlos Nelli Silva Keynote presentation: On the Development of Topology Optimization Topology Optimization Novel Coupling Fluid Flow Topology Optimization with High Design of Blood Flow of Binary Structure Approach to Topology Reynolds Numbers and Turbulence Models Devices Considering a Applied to Fluid- and Shape Optimization Hemolysis Model Structure Interaction of the Rotating Body for Non-Newtonian Fluid

Renato Picelli*, Eduardo Moscatelli, Shahin Diego Hayashi Alonso*, Shahin Ranjbarzadeh*, Gabriel Stankiewicz*, Ranjbarzadeh, Rafael dos Santos Gioria, Emílio Emílio Carlos Nelli Silva Renato Picelli, Emilio Chaitanya Dev, Paul Carlos Nelli Silva Carlos Nelli Silva Steinmann

#M507 Mechanics and Microstructure of Two-Dimensional Materials, Chair(s): Ryan Sills

Keynote presentation: Mechanics of Architected The Origins of Plasticity Mesoscale Modeling of 2D Materials During High-Rate Facet Formation in Bending of Graphene Graphene-Metal Interfaces

Markus Buehler* Landon Cordova*, Ryan Nikhil Chandra Admal*, Sills Tusher Ahmed, Mitisha Surana

36 TS 5: TUESDAY AFTERNOON, JULY 27

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM

#M510 Symposium on Trends in Unstructured Mesh Generation, Chair(s): Steven Owen

Keynote presentation: Towards Fully Automatic Parallel Overlay Grid Not So HOT 3D NEFEM Mesh Generation Tet Mesh Generation Triangulations with Combined Snapping & Cutting with Automatic CAD Defeaturing

Xi Zou*, Rubén Sevilla, Oubay Hassan, Kenneth Matt Staten*, David Scott Mitchell*, Patrick Morgan Noble, Corey McBride, Knupp, Michael Deakin, C. Riley Wilson Sarah Mousley

#M513 Modeling and Simulation for Additive Manufacturing, Chair(s): A. Lew

Residual Stress Modeling Analysis of A Fast Data-Driven A New Procedure for Modeling of a 17-4PH UNSM’s Effect on Residual Strain and Implementing the Cantilever Beam under Residual Stress in Stress Prediction in Modified Inherent Strain Additive Manufacturing Laser Directed Energy Stainless Steel 316L Method with Improved Conditions Deposition Laser Powder Bed Accuracy in Predicting Fusion Additive Both Residual Stress Manufacturing and Deformation for Laser Powder Bed Fusion

Phil DePond*, Adrian Kishore Mysore Praveen Vulimiri*, Wen Dong*, Xuan Lew, Yi Shu, Wei Cai, Nagaraja*, Wei Li, Albert To Liang, Qian Chen, Brandon McWilliams Youngsik Pyun, Dong Shawn Hinnebusch, Qian Zekai Zhou, Albert To

Design and Analysis of Modern and Robust Numerical Methods for Partial Differential #M606 Equations, Chair(s): David C. Del Rey Fernandez Robust Invariant Entropy Stable Modal On Entropy Reducing Errors in Data Convergent Domain Preserving Discontinuous Galerkin Conservation and Refinement Approximations to Approximation of the Schemes and Wall Kinetic Energy Global Minima of Compressible Navier- Boundary Conditions Preservation Methods Integral Functionals Stokes Equations for the Compressible Using Polynomial Navier-Stokes Optimization and Finite Equations Element Methods

Jean-Luc Guermond* Yimin Lin*, Jesse Chan, H. C. Yee, Bjorn Jennifer Ryan* Federico Fuentes*, Timothy Warburton Sjogreen* Giovanni Fantuzzi

Advances in Numerical Methods for Linear and Non-Linear Dynamics and Wave #M607 Propagation, Chair(s): Alexander Idesman Keynote presentation: A New Numerical Time Multi-Scale Geomiso DNL: A Unconditionally Stable Approach to Solution of PDEs with Optimal Implicit/Explicit Co- Cloud-Based Software Numerical Algorithms Accuracy on Irregular Domains and Interfaces Simulation Method for for Non-Linear Inelastic for Evolution of Point- using Cartesian Meshes. Application to Wave, Extreme Loadings on Dynamic Isogeometric Sources in Wave Heat, Helmholtz, Poisson and Elasticity Equations. Safety Elements Analysis Propagation Problems

Alexander Idesman* Yvan Le Nôtre*, Panagiotis Karakitsios*, William Sands*, Andrew Michael Brun, Clément Konstantinos Christlieb Grenat, Anthony Margaronis, Elektra Gravouil Theloura

37 TS 5: TUESDAY AFTERNOON, JULY 27

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM

#M610 Industrial Perspectives on Computational Mechanics, Chair(s): Timothy Truster

Keynote presentation: Computational Mechanics Damage Detection of Finite Element Tools for in the Upstream Oil and Gas Industry Plates with Ultrasonic Performance Portability Signals Using of Implicit and IMEX Autoencoders Simulations on Next Generation Architectures

Xiao-Hui Wu* Soheil Sadeghi Roger Pawlowski*, Eshkevari*, Nur Sila Matthew Bettencourt, Gulgec, Badri Hiriyur Eric Cyr, Edward Phillips, Eric Phipps, John Shadid, Christian Trott, Sean Miller

Polygonal and Polyhedral Discretizations in Computational Mechanics, Chair(s): Joe #M614 Bishop

A Mixed Finite Element A Generalized Recent Advances in the Two-Dimensional Method With Piecewise Derivative Correction VoroCrust Algorithm for Elastic Fracture Linear Elements for the Methodology for Automatic Generation Analysis with the Biharmonic Equation on Assuring Quadrature of Conforming Voronoi Extended Virtual Surfaces Consistency in Bubnov- Meshes Element Method Galerkin Polyhedral FEA

Oded Stein*, Eitan Joseph Bishop* Mohamed Ebeida*, Andrea Chiozzi*, Grinspun, Alec Tara LaForce, Joseph Gianmarco Manzini, N. Jacobson, Max Bishop, William Sukumar, Elena Wardetzky Mclendon Benvenuti

Higher Order FE Methods for Challenging Problems in Science and Engineering, #M617 Chair(s): Leszek Demkowicz

Keynote presentation: Autonomous Finite A 19-Node ‘Lagrangian’ High-Order Finite Elements (AFE) – Are They Precursors of a Second-Order Pyramid Elements for Lumped- Paradigm Shift? Element for Explicit Mass Explicit Modeling Dynamic Nonlinear in Nonlinear Solid Solid Mechanics Dynamics

Zohar Yosibash* Robert Browning*, Kent Kent Danielson*, Danielson, David Robert Browning Littlefield

38 TS 6: TUESDAY EVENING, JULY 27

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM

#M201 Imaging-Based Methods in Computational Medicine, Chair(s): Adrian Buganza Tepole

PDE-Constrained Computational Models Moving Mesh Finite Stiffness Mapping for Optimization Based for Simulating Element Models of Early Detection of Surface Registration for Collective Cell BMP Signaling Network Breast Cancer: Biological Growth Migration in Wound in Developing Zebrafish Combined Force and Problems Healing, Cancer Embryos with Dynamic Displacement Data Progression, and Cell Imaging Data Gastrulation

Aishwarya Pawar*, Zi Chen*, Joseph Linlin Li*, Adrian Lorraine Olson*, Robert David Umulis, Adrian Sutlive, Catalina Buganza-Tepole, David Throne Buganza Tepole Spatarelu, Wenying Umulis Kang, Jacopo Ferruzzi, Melisa Fuentes, Hao Zhang, Ziqian Wu, Ming Guo, Jeffery Fredberg, Bing He

Quantification and Modeling of Spatially Heterogeneous Phenomena in Biological #M202 Materials, Chair(s): Emma Lejeune, Manuel Rausch, Mona Eskandari

Structure-Based Multi- A 3-D Computational Human Lamina Using Poro-Elasticity to Scale Modeling of the Homogenization Cribrosa Material Model the Large Intervertebral Disc Scheme for Multi-Scale Properties Using Deformation of Tissue Simulations of Fluid- Inverse Finite Element During Subcutaneous Saturated Porous Approach Injection Media

Grace O'Connell*, Ashkan Almasi*, Tim Hirut Kollech*, Reza Yu Leng*, Mario de Minhao Zhou, Benjamin Ricken, David M. Pierce Behkam, Jonathan Lucio, Hector Gomez Werbner Vande Geest

Multiphysics and Data-Driven Modeling for Cardiovascular Biomedicine, Chair(s): #M206 Adarsh Krishnamurthy Keynote presentation: Physics-Informed Deep Data-Driven Modeling Hybrid Physics-Based Surrogate Modeling For Learning for 4D-Flow MRI of Injection-Caused and Data-Driven 3-D Patient-Specific Delamination on Aortic Modeling of Near-Wall Hemodynamics Using Walls Using DeepONet Blood Flow with Statistical Shape Physics-Informed Modeling and Deep Neural Networks Learning

Paris Perdikaris*, Sifan Wang, Georgios Kissas, Minglang Yin*, Ehsan Amirhossein Arzani*, Pan Du*, Xiaozhi Zhu, Xinling Yu Ban, Enrui Zhang, Jian-Xun Wang, Jian-Xun Wang Bruno Rego, Jay Roshan M Dsouza Humphrey, George Karniadakis

Mechanobiology of Cells, Vesicles and Biomembranes, Chair(s): Shaofan Li, Roger #M208 Sauer

Keynote presentation: Kinetics of Self-Assembly A Hybrid Reaction- due to Lipid Membrane Thickness Interactions Diffusion-Monte Carlo Method for Modelling Signal Transduction in Crowded Environments

Prashant Purohit*, Xinyu Liao Wylie Stroberg*, Santiago Schnell

39 TS 6: TUESDAY EVENING, JULY 27

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Advances and Applications of Mechanistic Machine Learning, Reduced-Order and Data- #M301 Driven Analyses, Chair(s): Lei Zhang, Ye Lu OnsagerNet: Learning Data Driven Approach Machine Learning Hierarchical Deep Extended DeepILST: Stable and Interpretable for the Deformation of Discovery of High- Learning Neural Data-Driven Coarse- Dynamics Using a Multiwalled Carbon Temperature Polymers Network (HiDeNN) for Graining of Multi-Atom Generalized Onsager Nanotubes Molecular Simulations Molecules at Various Principle Thermodynamic States

Haijun Yu*, Xinyuan Upendra Yadav*, Lei Tao*, Guang Chen, Chanwook Park*, Jinu Jeong*, Alireza Tian, Weinan Ee, Shashank Pathrudkar, Ying Li Satyajit Mojumder, Moradzadeh, Narayana Qianxiao Li Susanta Ghosh Sourav Saha, Wing Aluru Kam Liu

#M311 Model Order Reduction for Physical Simulations, Chair(s): Matthew Zahr

Parametrically Robust Spatially Local Reduced Deep Efficient Nonlinear Model Reduction via Reduced-Order Bases Networks: a Framework Manifold Reduced Enrichment with Locally for Accelerating for Nonlinear Model Order Model Supported Basis Nonlinear Projection- Reduction Functions Based Reduced-Order Models

Han Gao*, Matthew Spenser Anderson*, Donsub Rim*, Luca Youngkyu Kim, Zahr Charbel Farhat Venturi, Joan Bruna, Youngsoo Choi*, David Benjamin Peherstorfer Widemann, Tarek Zohdi

Probabilistic Methods for Systems Identification Under Uncertainty, Chair(s): Mohamed #M324 Aziz Bhouri

Neural Operator for Deep Learning of Parametric Partial Parameterized Differential Equations Equations with Applications to Uncertainty Quantification

Zongyi Li* Tong Qin, Zhen Chen*, John Jakeman, Dongbin Xiu

Machine Learning for Solving Inverse Problems in Computational Mechanics and #M325 Materials, Chair(s): Anh Tran

Physics Informed Bayesian Inference via InvNet : Physics Generative Models for Conditional Generative Informed GANs for Morphology Adversarial Networks Morphology Design Reconstruction

Dhruv Gamdha*, Chengyang Huang*, Balaji Sesha Sarath Augusto Menezes- Xun Huan Pokuri*, Viraj Shah, Savaris, Kumar Ameya Joshi, Minsu Saurabh, Adarsh Cho, Soumik Sarkar, Krishnamurthy, Baskar Chinmay Hegde, Ganapathysubramanian Baskar Ganapathysubramanian

40 TS 6: TUESDAY EVENING, JULY 27

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Computational Fluid Dynamics (CFD) and Fluid-Structure Interaction (FSI): Algorithms #M403 and Applications, Chair(s): Artem Korobenko

An Immersogeometric An Euler-Lagrange Numerical Investigation Approach for Model of the of Healthcare Worker Transmission Risk Transmission of Exposure to Infectious Assessment in Respiratory Ejecta Aerosols in Hospital Classrooms Carrying SARS-CoV-2 Isolation Rooms and in Enclosed Spaces Extension to Lower Order Compartment Models

Kendrick Tan*, Boshun Joseph Wilson*, Shelly Anthony Perez*, Juan Gao, Cheng-Hau Yang, Miller, Debanjan Penaloza Gutierrez, Emily Johnson, Ming- Mukherjee Kiesha Pierre, Andres Chen Hsu, Adarsh E. Tejada-Martinez Krishnamurthy, Alberto Passalacqua, Baskar Ganapathysubramanian

Computational Mechanics for Performance and Damage of Materials, Chair(s): Timothy #M408 Truster

Modeling Cracks with Comparison between a Buckling Analysis of Frictional Contact in Continuum and a Functionally Graded Thermomechanics via Discrete Damage Curvilinearly Stiffened Phase Field and Model to Study the Plates Using Ritz Stabilized Variational Sub-Ply Failure Method with Jacobi Multiscale Method Mechanism of a Polynomials Unidirectional Carbon Fiber Composite

Wan Wan*, Pinlei Chen David Garoz Gomez*, Mayank Agarwal*, Wei Mark Flores, David Zhao, Rakesh Kapania Mollenhauer, Carlos Gonzalez

#M409 Recent Advances in Computational Fracture Mechanics, Chair(s): Christian Linder

Analysis of the Crack- Multiscale Reduced Mesh Objective Phase-Field Fracture Band Approach for Order Discrete Damage Fracture Modeling Modeling for Chemically Modelling Cracking in Theory for Fracture of Using an Improved Strengthened Glass Concrete with Composite Materials Smeared Crack Continuous Damage Approach Models

Gelacio Juarez Luna*, Zimu Su*, Caglar Joel Upston*, Howard Revanth Matty, Gustavo Ayala Milián Oskay Schreyer, Deborah Shabnam Konica, Sulsky Benedict Egboiyi, Trisha Sain* Advances in High-Order Methods for Computational Fluid Dynamics, Chair(s): Krzysztof #M413 Fidkowski

High-Order Large-Eddy Entropy Stable Split An Explicit Semi- Implicit Shock Tracking Simulations of a Ducted Forms for the Flux Lagrangian and the Method of Wind Turbine Reconstruction High- Discontinous Spectral Lines for Shock- Order Method: Three- Element Method for Dominated, Unsteady Dimensional Curvilinear Solution of Stochastic Flows Numerical Validation Differential Equations

Chi Ding*, Bin Zhang, Alexander Cicchino*, Gustaaf Jacobs*, Andrew Shi*, Matthew Chunlei Liang, Kenneth Siva Nadarajah Hareshram Natarajan, Zahr, Per-Olof Persson Visser, Guangming Yao Pavel Popov 41 TS 6: TUESDAY EVENING, JULY 27

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Materials Modeling Across Scales: From First Principles Calculations to Mesoscale #M416 Physics, Chair(s): Vikram Gavini

Tensor-Structured Sparsity of the Tight Material Algorithm for Reduced- Binding Potential Characterization from Order Scaling Large- Energy Surface Non-Equilibrium Data Scale Kohn-Sham Using the Jarzynski Density Functional Equality Calculations

Chih-Chuen Lin*, Phani Jack Thomas*, Shenglin Huang*, Motamarri, Vikram Christoph Ortner, Chuanpeng Sun, Gavini Huajie Chen Prashant Purohit, Celia Reina

Optimization of Materials and Structures, Including Shape and Topology: Direct and #M502 Inverse Problems, Chair(s): Scott Miller

Keynote presentation: Level Set Topology Topology Optimization Bayesian Topology Optimization for Fluid-Structure Interactions of Binary Structures for Optimization for Soil-Structure Efficient Design of Interaction Problems Origami Folding Using IBEM-FEM Structures Coupled Analysis

Andreas Neofytou*, Feimi Yu, Lucy Zhang, H. Rômulo Cortez*, Sourabh Shende*, Alicia Kim Raghavendra Andrew Gillman, David Sivapuram, Persio Yoo, Philip Buskohl, Barros, Josue Labaki, Kumar Vemaganti Renato Picelli

#M507 Mechanics and Microstructure of Two-Dimensional Materials, Chair(s): Teng Zhang

Keynote presentation: Atomistic Mechanism of Electro-Chemo- Peeling and Sliding of Crack Evolution in Stress Modulated Phase Transition of 2D TMDC Mechanics of Two- Graphene Nanoribbons Multilayered 2D Materials Dimensional Materials- with Coupled Adhesive Materials Under the Based Energy Storage and Frictional Presence of Interlayer Systems Interactions Sliding

Wei Gao* Dibakar Datta* Zhiming Xue, Rui Bo Ni*, Huajian Gao Huang*

#M510 Symposium on Trends in Unstructured Mesh Generation, Chair(s): Matthew Staten

Quasi-Structured Overlay Grid Mesh Hex-Dominant Meshing Quadrilateral Meshing Adaptation Using with All-Hexahedral in Gmsh -- a Robust Discrete Interface Boundary Layer Pipeline for Complex Reconstruction CAD Models

Jean-Francois Nicolas Le Goff*, Maxence Reberol*, Remacle*, Maxence Franck Ledoux, Jean- Christos Georgiadis, Reberol, Christos Christophe Janodet Kilian Verhetsel, Jean- Georgiadis Francois Remacle

42 TS 6: TUESDAY EVENING, JULY 27

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM

#M513 Modeling and Simulation for Additive Manufacturing, Chair(s): M. Stender

Keynote presentation: Identification of Universal Rapid Computation of An Immersed Boundary Scaling Laws in Additive Manufacturing with Thermal Histories for Method for Concrete DimensionNet Laser Powder Bed Printing Applications Fusion Additive Manufacturing Processes

Zhengtao Gan*, Xiaoyu Xie, Wing Liu Daniel Moser*, Mario Ignasius Wijaya*, Martinez, Kyle Johnson, Soonpil Kang, Arif Theron Rodgers Masud

Computational Methods and Design for Impact and Safety Problems, Chair(s): Qian #M602 Wang, Howie Fang

Keynote presentation: Multiphysics Design on Coupled Mechanical- Meso-Scale Finite Si/C Composite Nanostructures for High-Energy- Electrochemical Phase- Element Simulation on Density and Robust Lithium-Ion Battery Anode Field Model for Crack Impact Failure Behavior Propagation and Li of Two-Dimensional Dendrite Growth in Triaxially Braided Solid-State Battery Composites

Xiang Gao*, Jun Xu Chunhao Yuan*, Jun Peng Liu*, Chao Zhang Xu

#M604 Isogeometric Methods, Chair(s): Yuri Bazilevs

Keynote presentation: Isogeometric Singular Sharp Interface Stochastic Isogeometric Enrichments for Multi-Material Corners Isogeometric Solution Analysis by Spline to Reaction-Diffusion Dimensional Problems Decomposition for Arbitrary Multi-Patch Domains

Chun-Pei Chen, Ganesh Subbarayan* Huanyu Liao*, Pavan Ramin Jahanbin*, Kumar Vaitheeswaran, Sharif Rahman Ganesh Subbarayan

Design and Analysis of Modern and Robust Numerical Methods for Partial Differential #M606 Equations, Chair(s): David C. Del Rey Fernandez Optimal Time Filtering Adjoint Computations of Adaptive Moving Mesh On the Behavior of Upwind Summation By Methods as General Relaxation Runge-Kutta Methods through Entropy-Stable Parts Finite Difference Linear Methods Methods Optimal Transport Schemes in the Low Methods for Large Theory Mach Regime Scale Elastic Wave Simulations In Complex Geometries

Sigal Gottlieb*, Zachary Mario Bencomo*, Jesse Kelsey DiPietro* Ayoub Gouasmi*, Scott Kenneth Duru*, Grant, Victor DeCaria, Chan M. Murman, Karthik Christopher Williams, William Layton Duraisamy Frederick Fung

43 TS 6: TUESDAY EVENING, JULY 27

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM

#M610 Industrial Perspectives on Computational Mechanics, Chair(s): John Evans

Multi-Institution R&D for Towards Structural Using Multiphysics and Computational Health Monitoring of a Multiscale Modeling Mechanics Solutions Miter Gate through a Methods to Explore the Computationally Cross-Functional Efficient Digital Twin Application of Composites in Sustainable and Resilient Civil Infrastructure

Robert Ferencz* Travis Fillmore*, Zihan Zhiye Li*, Michael Wu, Manuel Vega, Lepech Zhen Hu, Michael Todd

#M619 Stabilized, Multiscale, and Multiphysics Methods, Chair(s): Pinlei Chen

Stabilized Coupled- A Multi-Space-Time- Projection Based A Stabilized Interface Space-and-Time Scale Generalized FEM Energy Stable Methods Method for Fluid- Framework to Model with Transient Local for Thermodynamically Structure Interaction Periodic Flows Enrichment and Consistent, Coupled Across Non-Matching Adaptivity Conditioning Cahn-Hilliard Navier- Meshes: Non- Control for Parabolic Stokes Framework for Newtonian Blood and and Hyperbolic Two Phase Flows Finitely Deforming Problems Arteries

Robert Dyja*, Biswajit Lishen He*, Armando Makrand Khanwale*, Sharbel Nashar*, Khara, Saurabh Kumar, Duarte, Albert Valocchi Kumar Saurabh, Soonpil Kang, Arif Anupam Sharma, Milinda Fernando, Masud Baskar Masado Ishii, Hari Ganapathysubramanian Sundar, James Rossmanith, Baskar Ganapathysubramanian

44

Wednesday, July 28

All times listed are in Central Daylight Saving Time.

45 TS 7: WEDNESDAY MORNING, JULY 28

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Symposium Honoring J. Tinsley Oden's Monumental Contributions to Computational #M103 Mechanics, Chair(s): Haim Waisman Keynote presentation: Thermomechanical- A Phase-Field Model of Solving Interface A Methodology for Electromagnetic Coupling in Micromorphic Medium Plasticity Inverse Problems by an Characterizing Immersed Finite Mechanical Parameters Element Method with a of Single-layer Fixed Mesh Graphene Sheet James Lee*, Jiaoyan Li Kumar Vemaganti*, Tao Lin* Alejandro Pacheco- Pietro Pascale Sanjuán*, Romesh Batra, Alvaro Tejos

#M201 Imaging-Based Methods in Computational Medicine, Chair(s): Jessica Zhang

Pulsatile Flow Patient Specific CFD Carotid Plaque Predicting Wall Shear Fast Multi-GPU Investigation of Flow Models Investigated in Segmentation, Stress Using Diffeomorphic Image Pattern in Aortic a Novel 0D-3D Classification, 3D Simulation-Based Registration for Large- Aneurysm Under Novel Numerical Framework, Reconstruction and Imaging Scale Applications Stent Graft with Various Based on 4D-MRI and Risk Stratification Using Designs of Slit CT Imaging Ultrasound Images Perforations

Chi Wei Ong*, Hwa Scott Black*, Nenad Filipovic*, Charles Naudet*, Malte Brunn*, Naveen Liang Leo, Pei Ho, Konstantinos Ritos, Branko Arsic, Tijana Matthew Zahr Himthani, George Biros, Fangsen Cui Craig Maclean, Robbie Djukic, Smiljana Miriam Mehl, Andreas Brodie, Pauline Hall- Djorovic Mang Barrientos, Asimina Kazakidi

Multiphysics and Data-Driven Modeling for Cardiovascular Biomedicine, Chair(s): #M206 Debanjan Mukherjee

Hemodynamics and Computational Estimation of Arterial An Image-Based Finite Bio-Mechanics of Model Assessment of Viscoelasticity through Element Model for Saccular Aneurysms of Stenoses Severity and Full-Wave Elastography Vascular Remodeling in Basilar Artery Using Aortic Wall Mechanics Pediatric Pulmonary Fluid Structure in Patients with Arterial Hypertension Interaction Simulations Supravalvular Aortic Stenosis

Nimmy Thankom Talha Lone*, Angelica Tuhin Roy*, Murthy Reza Pourmodheji*, Philip*, B. S. V. Patnaik, Alday, Rana Guddati Zhenxiang Jiang, Sudhir B. J. Zakerzadeh Christopher Tossas- Betancourt, C. Alberto Figueroa, Seungik Baek, Lik Chuan Lee

#M208 Mechanobiology of Cells, Vesicles and Biomembranes, Chair(s): Elisa Budyn

Keynote presentation: Simulations of an Active Mechanical Properties A Curvilinear Surface- Surface Immersed in Viscous Fluids of Scar Tissue of Hip ALE Formulation for Capsule Ligament for Deforming Fluidic Different Implant Membranes Materials after a Total Hip Arthroplasty.

Sebastian Aland*, Lucas Wittwer Angelina Avgeri*, Roger A. Sauer* Bertrand Cinquin, Laurent Sedel, Pascal Bizot, Elisa Budyn

46 TS 7: WEDNESDAY MORNING, JULY 28

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Advances and Applications of Mechanistic Machine Learning, Reduced-Order and Data- #M301 Driven Analyses, Chair(s): Waiching Sun, Haiyang He

Keynote presentation: Estimation of the DimensionNet: A Deep An Accelerated Hybrid Magnitude of Deviatoric Stress in the Hypocentral Learning Network for Data-Driven/Model- Region of the 2019 Ridgecrest (Eastern California) Discovering Based Approach for Earthquakes Dimensionless Poroelasticity Problems Numbers with Multi-Fidelity Multi- Physics Data

Yuri Fialko* Xiaoyu Xie*, Zhengtao Bahador Bahmani*, Gan, Wing Kam Liu WaiChing Sun

Probabilistic Methods for Systems Identification Under Uncertainty, Chair(s): Mohamed #M324 Aziz Bhouri Keynote presentation: Machine Learning for Fluid Sparsifying Priors for Physics-Aware, A Function Space Mechanics Bayesian Uncertainty Probabilistic Learning of Variational Autoencoder Quantification in Model Reduced-Order Discovery Systems in the Small Data Regime

Steven Brunton* Seth Hirsh, David Sebastian Kaltenbach*, Jacob Seidman*, Paris Barajas-Solano*, J. Phaedon-Stelios Perdikaris, George Nathan Kutz Koutsourelakis Pappas, Victor Preciado

Machine Learning for Solving Inverse Problems in Computational Mechanics and #M325 Materials, Chair(s): Zhen Hu

Data-Driven and Accelerating Random Targeting Structure of Physics Informed Topological Design of Heterogeneous Material Water Using Neural Neural Networks for Structural Design via Supervised Network-Based Force Extracting Metamaterials for ML: A Physically-Aware Field Phenomenological Fracture Resistance Approach Models from Molecular Dynamics Simulations

Daicong Da*, Liwei Mohammad Hashemi*, Alireza Moradzadeh*, Chih-Hsuan Yang*, Wang, Yu-chin Chan, Azadeh Sheidaei Amir Taqieddin, Balaji Pokuri, Shi Li, Wei Chen Narayana Aluru Martin Bazant, Chad Risko, Baskar Ganapathysubramanian

#M401 Peridynamics and Its Applications, Chair(s): Erdogan Madenci

Comparison of Static Solution of Crack Viscoplastic Material An Approach to the Meshfree Approach Propagation Problems with Shear Bands Effect Simulation of the Based on Peridynamic by Coupled Three- Behaviour of Interfaces Formulation and Dimensional between the Layers of Meshless Local B- Peridynamics and High- TRISO Coated Particle Spline Collocation Order One-Dimensional Nuclear Fuel with Method for Finite Elements Peridynamics Heterogeneous Heat Conduction in Multi- Medium Materials

Mas Irfan P. Hidayat* Alfonso Pagani, Marco Eligiusz Postek*, Angelo Battistini*, Enea*, Erasmo Carrera Zdzislaw Nowak, Thomas Haynes, Mark Ryszard Pecherski Wenman

47 TS 7: WEDNESDAY MORNING, JULY 28

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM

#M402 Computational Geomechanics, Chair(s): SeonHong Na

Time Domain, Intrusive Recent Progress on Numerical Modeling of Spacetime–Adaptive An Efficient Numerical Probabilistic Seismic Computational Methods Rail Ballast Settlement Simulation of Algorithm for Modeling Risk and Sensitivity for Seismic Analysis of Earthquake Rupture on of Seismic Cycles: Analysis of Nonlinear Underground Structures a Branch Fault System Effect of Low Velocity Earthquake Soil Zones Structure Interaction Systems

Hexiang Wang, Han Haitao Yu*, Yong Yuan Craig Foster*, Amit Madhukar*, Xiao Mohamed Yang, Boris Jeremic* Shubhankar Kulkarni Ma, Robert Haber, Abdelmeguid*, Xiao Ahmed Elbanna, Reza Ma, Ahmed Elbanna Abedi

Computational Fluid Dynamics (CFD) and Fluid-Structure Interaction (FSI): Algorithms #M403 and Applications, Chair(s): Scott T. Miller Keynote presentation: Bacterial Swimmers with a A Coupled Fluid- Computational Fluid Image-Based Patient- Polar Flagellar Bundle: Push, Pull, and Coil Particle Solver for Dynamics of Blood Specific Flow Active Suspensions Flow in the Human Simulations are Heart Consistent with Stroke in Pediatric Cerebrovascular Disease

Sookkyung Lim*, Yongsam Kim, Jeungeun Park, Benjamin Deußen*, Alberto Zingaro*, Luca Shaolie Hossain*, Wanho Lee Florian Kummer, Martin Dede', Alfio Quarteroni Zbigniew Starosolski, Oberlack Travis Sanders, Michael Johnson, Michael Wu, Ming-Chen Hsu, Dianna Milewicz, Ananth Annapragada

Computational Methods for Modelling Stationary and Non-Stationary Interfaces at #M414 Multiple Scales, Chair(s): Mikhail Poluektov Keynote presentation: High-Order Time-Stepping Multigrid and Saddle- Development of a CutFEM Approach for Methods for Cut Finite Element Discretizations of Point Preconditioners Stable and Conserving Handling Non- Evolving Domain Problems for Unfitted Finite Time-Integration Stationary Interfaces in Element Modeling of Framework for Mortar- Large-Deformation Inclusions Based Contact Solid Mechanics: Dynamics Application to Fracture

André Massing*, Simon Sticko, Balázs Kovács Hardik Kothari*, Rolf António Manuel Couto Mikhail Poluektov*, Krause Carneiro*, Rodrigo Lukasz Figiel Pinto Carvalho, Francisco Manuel Andrade Pires

48 TS 7: WEDNESDAY MORNING, JULY 28

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Optimization of Materials and Structures, Including Shape and Topology: Direct and #M502 Inverse Problems, Chair(s): Emilio Carlos Nelli Silva Keynote presentation: Data-Driven Topology Isogeometric Optimal Design of Graded Topology Optimization Optimization of Spinodoid Metamaterials with Design of Auxetic Porous Bone-Like of Nature-Inspired Seamlessly Tunable Anisotropy Lattice Structures Structures via a Multi- Vascular Materials Considering Frictionless Material Topology Beam-to-Beam Contact Optimization Approach of Hyperelastic Cosserat Rods with Extensible Directors

Li Zheng*, Siddhant Kumar, Dennis Kochmann Myung-Jin Choi*, Roger Zhi Zhao*, Shelly Reza Pejman*, Ahmad A. Sauer, Sven Klinkel Zhang Raeisi Najafi

#M505 Computational Design of Architected Materials, Chair(s): Julián Norato, Jose Guedes

Keynote presentation: Stress State in Cubic Shell Topology Optimization Topology Optimization Lattices for Lightweight Mechanical Metamaterials: of Phononic Crystals of Programmable Interplay Between Geometry and Mechanics with Smooth Boundary Lattices via Geometry Descriptions Using an Projection Enriched Finite Element Method

Michael Y. Wang* Sanne van den Boom*, Hesaneh Kazemi*, Reza Abedi, Fred van Julián Norato Keulen, Alejandro Aragón

#M507 Mechanics and Microstructure of Two-Dimensional Materials, Chair(s): Bo Ni

Crystalline Order of Symmetry-Breaking Characterizing the Colloids on a Curved and Selection in Polycrystalline and Deformable Elastic Colloidal Assemblies on Materials’ Membrane Curved Elastic Microstructure Substrates Resulting from Atomistic Simulations of Solidification: Methods, Algorithms, and Applications

Luigi Perotti*, Shah Sanjay Dharmavaram*, Hang Li*, Yipeng Peng, Wasif Sazzad, Sanjay Luigi Perotti Ji Rigelesaiyin, Thanh Dharmavaram Phan, Liming Xiong

#M510 Symposium on Trends in Unstructured Mesh Generation, Chair(s): Franck Ledoux

Tangled Finite Element Adaptive Spacetime U-Net Based Neural Machine Learning Method (TFEM) for Meshing in 3D x Time Network for Singularity Applications for Quadrilateral Meshes for Causal Spacetime Tracing of Quadrilateral Defeaturing and Model Discontinuous Galerkin Mesh Preparation Solvers

Bhagyashree Christian Howard*, Amit Flavien Boussuge* Steven Owen*, Armida Prabhune*, Saketh Madhukar, Robert Carbajal, Matthew Sridhara, Krishnan Haber, Jeff Erickson, Peterson, Corey Ernst Suresh Reza Abedi

49 TS 7: WEDNESDAY MORNING, JULY 28

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM

#M513 Modeling and Simulation for Additive Manufacturing, Chair(s): J. Emery

A Fast and Effective A Data-Driven, Real- Data-Driven Analysis of An Image-Based Sensitivity and Time Thermal Process Thermal Simulations, Numerical Workflow for Uncertainty Simulation Model for Microstructure and the Analysis of Quantification for the Laser Powder Bed Mechanical Properties Additively Manufactured Molten Pool in Metal Fusion via of Inconel 718 Thin Lattice Structures Additive Manufacturing Convolutional Neural Walls Deposited by Network and Long Metal Additive Short-Term Memory Manufacturing (CNN-LSTM)

Juan Sebastian Qian Chen*, Albert To, Lichao Fang*, Lin Nina Korshunova*, Rincon*, Arturo Florian Dugast Cheng, Jennifer Gianluca Alaimo, Iason Montoya, Matthew Glerum, Jennifer Papaioannou, Seyyed Balcer, Harry Millwater, Bennett, David Dunand, Bahram Hosseini, David Restrepo Jian Cao, Gregory Massimo Carraturo, Wagner Alessandro Reali, Jarkko Niiranen, Daniel Straub, Ferdinando Auricchio, Ernst Rank, Stefan Kollmannsberger

#M601 Industrial Applications of IGA, Chair(s): Emily Johnson

Keynote presentation: Hybrid FEA/IGA Vehicle An Updated Lagrangian Blended Isogeometric Extending the Subset of Crash Simulations in LS-DYNA Framework for Kirchhoff-Love and Analysis-Suitable T- Isogeometric Kirchhoff– Continuum Shells with Splines: Various Love Thin–Shell Application to Aircraft Extraordinary Points Analysis Horizontal Stabilizer Per Face Analysis

Lukas Leidinger*, Stefan Hartmann, David Benson, Mert Alaydin*, Yuri Ning Liu*, Emily Xiaodong Wei, Xin Li, Attila Nagy, Lambros Rorris, Ioannis Chalkidis, Bazilevs Johnson, Manoj Kuanren Qian, Thomas Frank Bauer Rajanna, Jim Lua, Nam J.R. Hughes, Yongjie Phan, Ming-Chen Hsu Jessica Zhang, Hugo Casquero*

Computational Methods and Design for Impact and Safety Problems, Chair(s): Chao #M602 Zhang, Jun Xu

Keynote presentation: Quantifying and Modeling Injury Databank of Coupled Mechanical- of Stress-Driven Short-Circuit in Lithium-Ion Pedestrian with Various Electrochemical- Batteries in Electrified Vehicles Realistic Pre-Impact Thermal Simulation for Poses for Integrated Short-Circuit Prediction Active and Passive of Lithium-Ion Batteries Safety Technology Under Mechanical Abuse

Binghe Liu* Shi Shang*, Quan Li, Honggang Li*, Chao Bingbing Nie Zhang

50 TS 7: WEDNESDAY MORNING, JULY 28

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM

#M604 Isogeometric Methods, Chair(s): Trond Kvamsdal

Condition Number A Quadrature Free Floating Isogeometric Mollified Finite Element Isogeometric Bounds for IETI-DP Approach for Analysis (FLIGA) for Approximants of Optimisation of Lattice- Methods that are Isogeometric and Simulations with Arbitrary Order and Skin Structures Explicit in h and p Immersed Method in Extreme Deformations Smoothness Trimmed Domains

Rainer Pablo Antolin* Helge Christopher Eky Febrianto*, Michael Xiao Xiao*, Fehmi Cirak Schneckenleitner, Hille*, Siddhant Kumar, Ortiz, Fehmi Cirak Stefan Takacs* Laura De Lorenzis

#M605 Isogeometric Spline Techniques on Complex Geometries, Chair(s): Xiaodong Wei

Keynote presentation: On the Construction of C^1 Hierarchical Piecewise Spline Gauss Locally Refined B-Splines with Preservation of Splines on Multi-Patch Chebyshevian Splines Quadrature Rules for Local Linear Independence Geometries for for Isogeometric Refined Isogeometric Isogeometric Analysis Analysis Discretizations

Hendrik Speleers*, Carla Manni, Francesco Patrizi, Cesare Bracco*, Carolina Beccari*, Ali Hashemian*, Francesca Pelosi Carlotta Giannelli, Marie-Laurence Mazure Michael Barton, David Mario Kapl, Rafael Pardo Vázquez

Design and Analysis of Modern and Robust Numerical Methods for Partial Differential #M606 Equations, Chair(s): David C. Del Rey Fernandez

Eigenanalysis and Non- An Entropy-Stable Strongly Imposed and Modal Analysis of Discontinuous Galerkin Entropy-Stable No-Slip Collocated Entropy Scheme for Wall Boundary Stable Discontinuous Compressible Condition Galerkin Discretizations Magnetohydrodynamics with the Summation-by- with Subcell Finite Parts Property Volume Shock Capturing

Irving Enrique Reyna Andrés M Rueda- Anita Gjesteland*, Nolasco*, Lisandro Ramírez*, Sebastian Magnus Svärd Dalcin, Matteo Parsani Hennemann, Florian J Hindenlang, Andrew R Winters, Gregor J Gassner

Advances in Numerical Methods for Linear and Non-Linear Dynamics and Wave #M607 Propagation, Chair(s): Alexander Idesman Numerical Verification Precise and Efficient One Dimensional A Superconvergent Passive-Seismic of Eigenvalue Analysis Time Integration Nonlinear Elastic Wave Hybrid-Variable Inversion of an Effective of Vibration of Elastic Method for Linear Propagation in a Reid's Discretization Method Seismic Force Vector at Circular Cylinder by Dynamics Systems Rate-Independent for Hyperbolic Problems a DRM Boundary in a Using Specific P-Wave Pinched Hysteretic 2D Truncated Domain, Modes Material Subject to Incoming Earthquake Waves, Using Sparsely- Measured Surface Seismic Motions

Takahiro Yamada* Yi Ji*, Yufeng Xing Pravinkumar Ghodake* Xianyi Zeng*, Md Bruno Guidio, Mahmudul Hasan Chanseok Jeong*

51 TS 7: WEDNESDAY MORNING, JULY 28

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Immersed Discretizations in Computational Mechanics: Mathematics, Algorithms, and #M609 Applications, Chair(s): Guglielmo Scovazzi Hybrid Optimization: Optimization of An Immersed Method Massively Parallel Handling Neumann and Filling the Gap Between Structure Positions in for Finite Elements and Implementation of the Robin Boundary Topology and Shape an Acoustic Cavity Particles in an ALE Finite Cell Method on Conditions in an Optimization with Using XFEM, Reduced Background Mesh with Incomplete Octrees Immersed Boundary Machine Learning Models and a Gradient- Contact Method Techniques Based Surrogate Model Approach

David Muñoz, Enrique Antoine Legay*, Luc Michael Puso*, Paul Cheng-Hau Yang*, Ramakrishnan Nadal, José Albelda, Laurent Tsuji Kumar Saurabh, Hari Thirumalaisamy*, Juan José Ródenas* Sundar, Adarsh Amneet Bhalla Krishnamurthy, Baskar Ganapathysubramanian

#M610 Industrial Perspectives on Computational Mechanics, Chair(s): Varun Gupta

Industrial Applications Isogeometric Analysis Modeling and Analysis Interactive Geometric of Computational of Earthquake Load of Air Flow in Parallel Modification of Mechanics to Support Mitigation on Two- and Tilt Opening Massively Parallel CFD Applied Research and Storey Building Using Windows Simulations Product Development EPS Geofoam

James Sobotka*, Panagiotis Karakitsios, Yihe (Grace) Huang, John Evans*, Corey Ghadir Haikal Spyridon Papoudos*, Chenzhang Wang, Wetterer-Nelson, George Mylonakis Tejav DeGanyar* Kenneth Jansen

Image Processing, Discretization, and Simulation of As-Built Geometries, Chair(s): Scott #M615 Roberts Keynote presentation: MATBOX, an Open- Meshing Algorithm to Artificial Generation of Image Segmentation for Source Microstructure Analysis Toolbox for Increase the Accuracy Representative Single FIB-SEM Serial Meshing, Generation, Segmentation, and of Li-ion Batteries 3D Li-Ion Electrode Particle Sectioning of a Si/C– Characterization of 3D Heterogenous Volumes Models Architectures From Graphite Composite Microscopy Data Anode Microstructure Based on Preprocessing and Global Thresholding

Francois Usseglio-Viretta*, Prehit Patel, Jeffery Mehdi Chouchane*, Orkun Furat*, Donal Dongjae Kim*, Jaewook Allen, Aashutosh Mistry, Partha Mukherjee, Alejandro A. Franco Finegan, Kandler Nam Kandler Smith Smith, Volker Schmidt

#M619 Stabilized, Multiscale, and Multiphysics Methods, Chair(s): Arif Masud

Keynote presentation: Comparing the Stabilized Finite A Variational Multiscale Development of a Novel Thermodynamically Consistent and Boussinesq Elements for a Method for Hybrid Algorithm for Approaches for the Simulation of Buoyancy Flows Logarithmic Heterogeneous Applications in Fluid- Reformulation of Structures Structure Interaction Viscoelastic (FSI) Constitutive Laws

Guillermo Hauke*, Jorge Lanzarote Stefan Wittschieber*, Philipp Diercks*, Karen Ramy Nemer*, Aurelien Marek Behr, Leszek Veroy, Annika Robens- Larcher, Thierry Demkowicz Radermacher, Jörg F. Coupez, Elie Hachem Unger

52 TS 8: WEDNESDAY AFTERNOON, JULY 28

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Symposium Honoring J. Tinsley Oden's Monumental Contributions to Computational #M103 Mechanics, Chair(s): Romesh Batra

Combining Iterative ParaMonte: A Parallel Development, Solvers with High-Performance Calibration, and Randomization for Cross-Language Cross- Treatment Optimization Efficient Nonlinear Platform Toolbox for of a Breast Cancer Structural Optimization Monte Carlo Sampling, Model Uncertainty Quantification, and Visualization

Eric de Sturler* Amir Shahmoradi*, Ernesto A. B. F. Lima*, Fatemeh Bagheri, Reid Wyde, Anna G. Shashank Kumnhare, Sorace, Thomas E. Joshua Alexander Yankeelov Osborne

Imaging-Based Methods in Computational Medicine, Chair(s): Aishwarya Pawar, Jessica #M201 Zhang

Personalized Virtual Developing Pulmonary Hybrid CT Imagine-FEA Patient-Specific Cardiac Biomechanics Models Modeling and its Prediction of IMR Resynchronization Using Digital Image Application in Medical Recurrence after Mitral Therapy to Predict and Correlation: an Inverse Device Fatigue Analysis Valve Surgical Repair Optimize Long-Term Finite Element Analysis Remodeling Outcome – of Ex-Vivo Porcine A Case Study Specimens

Pim Oomen*, Èric Mohammad Haitao Zhang* Harshita Narang, Lluch, Tiziano Maghsoudi-Ganjeh*, Michael Sacks, Natalie Passerini, Tommaso Crystal Mariano, Simonian* Mansi, Kenneth Samaneh Sattari, Mona Bilchick, Jeffrey Holmes Eskandari

Interpretative and Predictive Modeling in Cardiovascular Medicine, Chair(s): Manuel #M204 Rausch, Alberto Figueroa, Colleen Witzenburg Keynote presentation: Integration of Patient- Transmural Distribution A Computational Model A Graph Theoretic Specific Computational Modeling Frameworks into of Coronary Perfusion of Myocardial Approach to Reduced the Clinical Setting to Advance the Detection of and Myocardial Work: Perfusion: Roles of Order Models in Coronary Atherosclerosis Progression and Plaque an Insight from Myogenic and Coronary Blood Flow Vulnerability Computational Metabolic Responses in Framework Coronary Autoregulation

Lucas Timmins*, Caleb Berggren, Jack Wang, Lei Fan*, Ravi Namani, Hamidreza Gharahi*, Elizabeth Livingston*, David Jiang, David Molony, Habib Samady Jenny Choy, Ghassan Johnathan Tune, C. Alberto Figueroa, Kassab, Lik Chuan Lee Alberto Figueroa, Krishna Garikipati Daniel Beard

53 TS 8: WEDNESDAY AFTERNOON, JULY 28

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM

#M208 Mechanobiology of Cells, Vesicles and Biomembranes, Chair(s): Roger Sauer

Surface Fluctuating Tracking and Constitutive Model of On the Equations of Hydrodynamics Quantifying Human Erythrocyte Membranes Equilibrium for Methods for the Drift- Bone Formation in a with Distributions of Asymmetric Tilted Lipid Diffusion Dynamics of Bone-on-Chip Spectrin Orientations Bilayers Proteins and and Lengths Microstructures within Curved Lipid Bilayer Membranes

Paul Atzberger* Rachel Sagar, Bertrand Zhangli Peng*, Zhe Brett Hendrickson*, Cinquin, Christine Feng, Richard Waugh Milad Shirani, David Chappard, Pascale Steigmann Guillot, Elisa Budyn*

#M209 Computational Modeling of the Heart and its Valves, Chair(s): Michael Sacks

Keynote presentation: High-Speed Simulation of Multiscale Modeling of Machine Learning Functional Mechanics the 3D Behavior of Myocardium Using a Neural Fibrin Through Neural Based Interactive of the Murine Network PDE Approach Network Geometry Modeling of Pulmonary Heart Valve Homogenization of Human Organ in 3D Discrete Fiber Networks Medical Images for Computational Biomechanics

Wenbo Zhang*, Michael Sacks, Tan Bui Yue Leng*, Sarah Liang Liang*, Minliang Xinzeng Feng*, Michael Calve, Adrian Tepole Liu, Wei Sun Sacks

Advances and Applications of Mechanistic Machine Learning, Reduced-Order and Data- #M301 Driven Analyses, Chair(s): Mohammad Amin Nabian, Haoyan Wei

Localized Non-Intrusive Application of Transfer Reduced Order Reduced-Order Learning in Multi- Homogenization of Modeling in the Fidelity Surrogate Polycrystalline Materials Operator Inference Model for Design Undergoing Large Framework Optimization Deformation

Rudy Geelen*, Karen Mushi Li*, Zhao Liu, Damin Xia*, Caglar Willcox Yang Li, Ping Zhu, Oskay Guosong Li, Zhenyan Gao

Optimal Experimental Design in Computational Science and Engineering, Chair(s): Xun #M302 Huan

A Fast and Scalable Learning Optimal Priors Bayesian Optimal Computational Sensor Placement for Framework for Large- Damage Detection Scale and High- under Steady-State Dimensional Bayesian Dynamics Optimal Experimental Design

Keyi Wu*, Peng Chen, Matthias Chung* Mark Chen*, Kavinayan Omar Ghattas Sivakumar, Gregory Banyay, Timothy Walsh, Michael Zavlanos, Wilkins Aquino

54 TS 8: WEDNESDAY AFTERNOON, JULY 28

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Acceleration and Enhancement of High-Fidelity PDE Solvers Through Machine #M310 Learning, Chair(s): David C. Del Rey Fernandez Data-Driven Modeling Learning Stochastic Learning Frame- Non-Intrusive Interface Learning: of Subgrid-Scale Closure Models for Independent, Nonlocal Parametric Reduced- Towards Seamless Processes Using Deep Multiscale Nonlinear Constitutive Relations Order Modeling via Integration of Multi- Neural Nets and Dynamics on Unstructured Operator Inference Scale, Multi-Physics Transfer Learning Meshes with an and Multi-Fidelity (M3) Embedding Neural Models Network

Pedram Hassanzadeh*, Jared Callaaham*, Xuhui Zhou*, Jiequn Shane McQuarrie*, Shady Ahmed*, Suraj Ashesh Chattopadhyay, Georgios Rigas, Jean- Han, Heng Xiao Parisa Khodabakhshi, Pawar, Omer San, Adil Yifei Guan, Adam Subel Christophe Loiseau, Karen Willcox Rasheed Steven Brunton

#M313 Multiscale Methods and Data-Driven Models, Chair(s): Xingjie Li

Data-Driven Learning of Data-Driven Learning of An Asymptotically An Efficient Multi- Nonlocal Models: From Peridynamic Models for Compatible Probabilistic Temperature Kinetic High-Fidelity Graphene Sheets Collocation Method for Method for the RVE Simulations to Randomly Generation of Particle- Constitutive Laws Heterogeneous Reinforced Nonlocal Problems Heterogeneous Materials

Marta D'Elia*, Huaiqian Huaiqian You* Yiming Fan*, Xiaochuan José L. P. Vila-Chã*, You, Yue Yu, Stewart Tian, Xiu Yang, Xingjie Bernardo P. Ferreira, F. Silling Li, Clayton Webster, M. Andrade Pires Yue Yu

#M320 Advances in Data-Enriched Stochastic Simulation, Chair(s): Jaroslaw Knap

Keynote presentation: Tensor Random Fields Discovery of Defect Mixed Data Driven Uncertainty with Fractal and Hurst Effects Diffusion Mechanisms: Fracture Mechanics Quantification and Well- Correlation and Posedness for Damage Uncertainty Mechanics Quantification

Martin Ostoja-Starzewski* Thomas Swinburne*, Trenton Kirchdoerfer*, Petr Plechac, Gideon Danny Perez William Schill Simpson*, Jerome Troy

Data-Driven Modeling of Chaotic Systems and Turbulent Flows, Chair(s): Pedram #M321 Hassanzadeh, Rambod Mojgani Keynote presentation: Data-Driven Analysis of Data-Driven Super- Physics-Informed Data Driven RANS Non-Normal Systems Parameterization Using Nonlocal Closure Closure with Model Deep Learning: Schemes for Turbulent Derived Turbulence Experimentation with Flows Variables Multiscale Lorenz 96 Systems and Transfer Learning

Benjamin Herrmann*, Peter J. Baddoo, Richard Ashesh Alexis-Tzianni Basu Parmar*, Kenneth Semaan, Steven L. Brunton, Beverley J. McKeon Chattopadhyay*, Adam Charalampopoulos*, Jansen, John Evans Subel, Pedram Themistoklis Sapsis Hassanzadeh

55 TS 8: WEDNESDAY AFTERNOON, JULY 28

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Probabilistic Methods for Systems Identification Under Uncertainty, Chair(s): Mohamed #M324 Aziz Bhouri Keynote presentation: Learning Interaction Laws Learning Nonlocal Generative Ensemble- Sparse Methods for in Particle- and Agent-Based Systems Constitutive Models with Regression: Learn Automatic Relevance Neural Networks Particle Dynamics from Determination Observations of Ensembles with Physics-Informed Deep Generative Models

Mauro Maggioni*, Fei Lu, Jason Miller, Sui Tang, Jiequn Han*, Xu-Hui Liu Yang*, Samuel Rudy*, Ming Zhong Zhou, Heng Xiao Constantinos Themistoklis Sapsis Daskalakis, George Karniadakis

Computational Fluid Dynamics (CFD) and Fluid-Structure Interaction (FSI): Algorithms #M403 and Applications, Chair(s): John Evans An Adaptive Interface- Application of Mass A Robust and Accurate Simulating the A Mixed Interface- Preserving Variational Lumping and Nodal Variational Finite Emergent Dynamics of Capturing/Interface- Formulation for Fully- Quadrature to the Element Formulation for Hydrodynamically- Tracking Approach to Eulerian Fluid-Structure Immersed Boundary Cavitating Hydrofoils Coupled Active Thermal Multi-Phase Interaction Finite Element Method with Fluid-Structure Particles Flows with Emphasis Interaction on Metal Additive Manufacturing Processes

Biswajeet Rath*, Xiaoyu David Wells*, Ben Suraj Kashyap*, Rajeev Enkeleida Lushi* Jinhui Yan*, Qiming Mao, Rajeev Jaiman Vadala-Roth, Jae Ho Jaiman Zhu Lee, Boyce Griffith

#M410 Multi-Scale and Multi-Physics Computations in Fluids and Solids, Chair(s): Yozo Mikata

Analysis of Semi- and An Extended FIVER A Homogenized Multi-Scale Mechanical Quarter-Elliptical Framework for Continuum Model for Model Coupled with an Fatigue Crack Modelling Laser-Fluid Anisotropic Oxidation in Energy-Based Criterion Propagation Coupling and Laser- Fiber-Reinforced for Predicting Fracture Induced Cavitation Composites Initiation in Strain- Crystallizing Rubbers

Yozo Mikata* Xuning Zhao*, Wentao Shabnam Konica*, Prajwal Kammardi Ma, Ben Zhao, Olivier Trisha Sain Arunachala*, Reza Coutier-Delgosha, Rastak, Christian Linder Kevin Wang

Recent Advances in Multi-Scale, Multi-Physics Computational Methods in #M412 Heterogeneous Porous Media, Chair(s): Pania Newell

A Posteriori Error Computational Anderson Acceleration Multiphase Reactive Estimates for Biot Modeling of Two-Phase for the Staggered Poromechanical System Using Enriched Flow in Deformable Solution of Phase-Field Modeling Of Non- Galerkin for Flow Porous Media Models for Fracture in Operable Glioblastoma Poroelastic Media IDH Wild Type

Vivette Girault, Xueying Beatrice Riviere*, Jakub Both*, Erlend Stéphane Urcun*, Lu, Mary Wheeler* Boqian Shen Storvik, Michael Giuseppe Sciumè, Sargado, Jan Pierre-Yves Rohan, Nordbotten, Florin Radu Davide Baroli, Ruairidh Howells, Vincent Lubrano, Wafa Skalli, Stéphane Bordas

56 TS 8: WEDNESDAY AFTERNOON, JULY 28

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Model Coupling: Challenges and Connections for Climate and Mechanics, Chair(s): Jeff #M415 Connors

The Interface-Flux- Global-in-Time Domain Refactorization of A Thermo-Mechanical Recovery (IFR) Method Decomposition Cauchy's Method: a Model of Permafrost for for Conservative and Methods for the Second-Order the Simulation of Arctic Stable Coupling Coupled Stokes and Partitioned Method for Coastal Erosion Schemes in Darcy Flows Fluid-Thick Structure Geophysical Fluids and Interaction Problems Mechanics

K. Chad Sockwell*, Thi Thao Phuong Martina Bukac, Alejandro Mota, Kara Peterson, Paul Hoang*, Hyesuk Lee, Anyastassia Seboldt*, Jennifer Frederick, Irina Kuberrry, Pavel Bochev Hemanta Kunwar Catalin Trenchea Tezaur*, Diana Bull

Optimization of Materials and Structures, Including Shape and Topology: Direct and #M502 Inverse Problems, Chair(s): Kai James

Topology Optimization Additive Manufacturing Metal Additive Full Waveform of Compliant Process-Informed Manufacturing Process- Inversion through a Mechanisms with Topology Optimization Informed Topology Double-Sweeping Variable Loading and Optimization Inexact Newton Method Supports Using Gaussian Function Parameterization

Lee Alacoque*, Kai Matthew Ireland*, Vignesh Perumal*, Alex Abdelrahman James Masoud Rais-Rohani, Riensche, Reza Yavari, Elmeliegy Elmeliegy*, Brett Ellis Lars Jacquemetton, Mehran Eslaminia, Darren Beckett, Harold Murthy Guddati Scott Halliday, Kevin Cole, Prahalada Rao, Ahmad Najafi, Antonios Kontsos

#M513 Modeling and Simulation for Additive Manufacturing, Chair(s): K. Johnson

Direct Fused Deposition A Process-Based A Computational A Cohesive, Integrated Modeling (FDM) Modeling Approach for Photopolymerization Modeling and Additive Manufacturing Fused Filament Model for Volumetric Simulation Workflow for of Voxelized CAD Fabrication Additive Manufacturing Mechanical Response Models Characterization of Metallic Additively Manufactured Parts

Anushrut Jignasu*, Christopher Bock*, Todd Weisgraber*, David Najera*, Marc Sambit Ghadai, Adarsh Brett Ellis, Massoud Caitlyn Cook, Erika Russell, Thomas Board, Krishnamurthy Rais-Rohani Fong, John Karnes, Eoghan O'Neill, Kyle Champley, Maxim Johnathan Tran, Liam Shusteff Mackin, Elliot Haag

57 TS 8: WEDNESDAY AFTERNOON, JULY 28

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM

#M601 Industrial Applications of IGA, Chair(s): Guillermo Lorenzo

Keynote presentation: Recent Advances in HexGen and Coreform IGA: Enabling Spline Based Immersogeometric Analysis Hex2Spline: Polycube- Commercial Application Simulations of Based Hexahedral of IGA Structural Instabilities in Mesh Generation and Flexible Viscoelastic Spline Modeling for Composites Isogeometric Analysis Applications in LS- DYNA

Ming-Chen Hsu* Yuxuan Yu*, Xiaodong Gregory Vernon* Kurtis Ford*, Aaron Wei, Angran Li, Jialei Bernreuether, Chris Liu, Jeffrey He, Yongjie Whetten Zhang

Computational Methods and Design for Impact and Safety Problems, Chair(s): Qing Li, #M602 David Weggel

Crash Safety Comparative Study of Analysis of Structural Lumbar Spine Evaluation of Three-Bar Constitutive Models for Components Subjected Mechanics During Metal Bridge Rail Using EPS Foam Under to Blast Loads Using Vehicle Impact into Finite Element Analysis Combined blastFoam Road Safety Barrier Compression and Shear Loading

Zheng Li*, Howie Fang, Marcus Arnesen*, Jeff Heylmun*, Robert Lukasz Pachocki*, Qian Wang Artem Kulachenko, Browning, Tim Brewer, Karol Daszkiewicz, Peter Halldin, Jonathan Peter Vonk Piotr Luczkiewicz, Bergström Wojciech Witkowski

#M604 Isogeometric Methods, Chair(s): Alessandro Reali

Keynote presentation: Distributed Time-Parallel A Generalized Spectral Analysis of The CGL2 A Posteriori Solution of Transient Problems with MGRIT and p- Kirchhoff-Love Shell Isogeometric Error Estimator for Multigrid Methods Theory with Embedded Discretizations of Isogeometric Analysis Fibers and In-Plane Eigenvalue Problems Bending

Matthias Möller*, Roel Tielen Xuan Thang Duong*, Sven-Erik Ekstrom, Trond Kvamsdal*, Vu Ngoc Khiem, Mikhail Carlo Garoni*, Thomas Mukesh Kumar, Itskov, Roger Sauer J. R. Hughes, Carla Abdullah Abdulhaque, Manni, Francesca Kjetil A. Johannessen, Pelosi, Alessandro Arne Kvarving, Knut M. Reali, Hendrik Okstad Speleers, Stafano Serra-Capizzano

58 TS 8: WEDNESDAY AFTERNOON, JULY 28

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM

#M605 Isogeometric Spline Techniques on Complex Geometries, Chair(s): Angran Li

Isogeometric V-rep: An Optimally An Adaptive AMR for Unstructured Planar Domain Efficient and Robust Convergent Partition-of- Isogeometric Analysis T-Splines with Linear Parameterization with Integration Unity B-spline Collocation Method with Complexity Hierarchical B-Splines Construction for Higher Order PHT- Unstructured Splines Quadrilateral and Hexahedral Meshes

Xiaodong Wei*, Pablo Kim Jie Koh*, Eky Yue Jia*, Cosmin Philipp Morgenstern*, Maodong Pan*, Falai Antolin, Annalisa Buffa Febrianto, Deepesh Anitescu, Yongjie Roland Maier, Thomas Chen Toshniwal, Fehmi Cirak Zhang, Timon Rabczuk Takacs

Immersed Discretizations in Computational Mechanics: Mathematics, Algorithms, and #M609 Applications, Chair(s): Guglielmo Scovazzi Efficient Numerical The Shifted Boundary The Cut FEM for The Shifted Fracture An Immersed-Interface Quadrature for Unfitted Method for Embedded Structural Membranes Method Finite Element Method Finite Element Solid Mechanics and Shells for Linear Elasticity Methods: Perspectives Using Four-Noded and New Techniques Rectangular Elements

David Gunderman*, Nabil Atallah*, Claudio Thomas-Peter Fries* Kangan Li*, Nabil Srivatsa Bhat Kaudur*, Kenneth Weiss, John A. Canuto, Guglielmo Atallah, Antonio Mayuresh Patil Evans Scovazzi Rodriguez-Ferran, Guglielmo Scovazzi

#M611 Waves: Advanced Numerical Methods and Applications, Chair(s): Robert Haber

Keynote presentation: Stable High-Order Symplectic Hamiltonian Analysis of Higher Discretizations of Spectrally Convergent Radiation HDG Methods for Order Scattering Modes Boundary Conditions Elastodynamics in Parameter Retrieval Method for the Characterization of Dispersive Media

Thomas Hagstrom* Manuel Sanchez*, Reza Abedi*, Alireza Bernardo Cockburn, Amirkhizi Ngoc-Cuong Nguyen, Jaime Peraire

Image Processing, Discretization, and Simulation of As-Built Geometries, Chair(s): Scott #M615 Roberts Tomography Based Influence of Particle Uncertainty in 3D Assessing Ideal Ablating Woven Modelling and Design Morphology on the Image-Based Effective Geometric Models of Thermal Protection of Next Generation Expansion Behaviour of Property Simulations Woven Composites System Materials Under Lithium Ion Battery LiNi0.8Mn0.1Co0.1O2 Using Bayesian Using Image-Based High Shear Flow Electrodes During Delithiation Convolutional Neural Simulations Conditions Networks

Adam Boyce*, Emilio Nils Wenzler*, Federica Chance A. Norris*, Tyler Lincoln Collins*, Collin Krishnan Swaminathan Martinez-Paneda, Marone, Marco LaBonte, Carianne Foster, Scott Roberts Gopalan*, Arnaud Xuekun Lu, Thomas Stampanoni, Vanessa Martinez, Scott A. Borner, Nagi Mansour Heenan, Aaron Wade, Wood Roberts, Partha P. Dan Brett, Paul Mukherjee Shearing

59 TS 8: WEDNESDAY AFTERNOON, JULY 28

2:00 PM 2:20 PM 2:40 PM 3:00 PM 3:20 PM Enriched Finite Element Methods and Non-Intrusive Coupling Algorithms, Chair(s): #M618 Alejandro Aragon

A High-Order Stable, High-Order Temporal Convergence A Stable GFEM ersion Generalized Finite Solutions of the One- and Stability Based on Element Method for Dimensional Burgers’ Assessment of the Nonconventional Multiscale Structural Equation Using a Generalized Finite Partitions of Unity for Dynamics and Wave Generalized Finite Element Method for Constructing Shape Propagation Element Method Localized 1-D Heat Functions Transfer

Alfredo Sanchez- Troy Shilt*, Patrick TJ Miller*, Patrick Caio Ramos*, Sergio Rivadeneira*, Carlos O'hara, Jack O'hara, Jack McNamara Proença, Murilo Bento Armando Duarte McNamara

#M619 Stabilized, Multiscale, and Multiphysics Methods, Chair(s): Guillermo Hauke

A Viscous A VMS Method for A Self-Adapting LPS Regularization Advection-Diffusion Solver for Laminar and Framework for the Anisotropic Problems Turbulent Flows Compressible Euler with Spectral Equations Originating Approximation of Sub- from VMS and Variation grid Scales Entropy Theory

Marco ten Eikelder*, Soledad Fernández- Samuele Rubino*, Stein Stoter, Ido García*, Tomás Tomás Chacón Rebollo, Akkerman, Yuri Chacón Rebollo, Macarena Gómez Bazilevs, Dominik Macarena Gómez- Mármol Schillinger Mármol

60 TS 9: WEDNESDAY EVENING, JULY 28

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Interpretative and Predictive Modeling in Cardiovascular Medicine, Chair(s): Manuel #M204 Rausch, Alberto Figueroa, Colleen Witzenburg Machine Learning Modeling Active and Using Predictive Modeling the Damage is an Driven Contouring of Passive Periaortic Simulations to Uncover Viscoelastic-Damage Important Dissipative High-Frequency Four- Interactions Using the the Effects of Ring- Mechanics of Blood Clot Mechanism During Dimensional Cardiac Inverse Finite Element Based Annuloplasty on Blood Clot Fracture Ultrasound Data Method with in vivo the Human Tricuspid DENSE-MRI data Valve

Frederick Damen*, Johane Bracamonte*, Mrudang Mathur*, Manuel Rausch*, John Toaquiza Tubon*, David Newton, Guang John Wilson, Joao William Meador, Marcin Gabriella Sugerman, Vivek D Sree, Manuel Lin, Craig Goergen Soares Malinowski, Tomasz Sotirios Kakaletsis, K Rausch, Adrian Timek, Manuel Rausch Berkin Dortdivanlioglu Buganza Tepole

#M209 Computational Modeling of the Heart and its Valves, Chair(s): Lakshmi Dasi

Towards Computational Effects of Heart Failure Role of Mitral Valve Computational Modeling Transcatheter Heart Modeling of Cardiac with Preserved Ejection Leaflet Pre-Strain in an of Transcatheter Heart Valve Accelerated Valve Tissue: Rapid Fraction on Left Integrated Left Valves in Bicuspid Aortic Fatigue Modeling High Fidelity Valve Ventricular Function Ventricle-Mitral Valve Valves for Clinical Parameters Fiducial Localization and Coronary Model Planning Utilizing MicroCT Perfusion Acquired Stereography

Sam Stephens*, Neil Lei Fan, Yuexing Sun*, Hao Liu*, Michael Breandan Yeats*, Sri Sailahari Ponnaluri*, Ingels, Jonathan Wenk, Lik Chuan Lee Sacks Krishna Sivakumar, Michael Sacks, Keefe Morten Jensen Pradeep Yadav, Manning Vekateshwar Polsani, Vinod Thourani, Lakshmi Dasi

Optimal Experimental Design in Computational Science and Engineering, Chair(s): Xun #M302 Huan

Sequential Optimal Risk-Averse Optimal Discrimination of Experimental Design Experiment Design Operating Regimes Using Reinforcement Using R-Optimality for Using Physics-Informed Learning with Policy Vibration Control Neural Networks in Gradient Inverse Problems Motorized Systems

Wanggang Shen*, Xun Chandler Smith*, Drew Jeremy Shen, Sourav Huan Kouri, Timothy Walsh Banerjee, Gabriel Terejanu*

Machine Learning and Uncertainty Quantification in Biological Systems, Chair(s): Luca #M305 Dede Physics-Informed Construction and Feasibility of Vascular Uncertainty A Modified Bayesian Neural Networks for Inverse Identification of Remodeling Parameter Quantification of TMS Convolutional Neural Cardiac Activation Stochastic Models for Estimation for Simulations Considering Network for Breast Mapping Soft Biological Tissues Assessing Spatially-Determined MRI Histopathology Image Based on Experiments Hypertensive Data Segmentation Classification and Pregnancy Disorders Errors Uncertainty Quantification

Francisco Sahli Peiyi Chen*, Johann Georgios Kissas*, Hao Zhang*, Luis Ponkrshnan Costabal*, Yibo Yang, Guilleminot Eileen Hwuang, Nadav Gomez, Johann Thiagarajan*, Pushkar Paris Perdikaris, Daniel Schwartz, Walter R. Guilleminot Khairnar, Susanta E. Hurtado, Ellen Kuhl Witschey, John A. Ghosh Detre, Paris Perdikaris

61 TS 9: WEDNESDAY EVENING, JULY 28

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Acceleration and Enhancement of High-Fidelity PDE Solvers Through Machine Learning, #M310 Chair(s): David C. Del Rey Fernandez

Low-Rank Registration A Neural Ordinary Element-Local Multigrid Poisson Solvers Based Manifolds for Differential Equations Approach to Error Using Super-Resolved Convection-Dominated Approach to Modeling Estimation Using Interpolation PDEs Chemical Kinetics Machine Learning

Rambod Mojgani*, Opeoluwa Owoyele*, David Del Rey Francisco Holguin*, Maciej Balajewicz Pinaki Pal Fernandez*, Romit Sidharth GS, Gavin Maulik Portwood

#M313 Multiscale Methods and Data-Driven Models, Chair(s): Yue Yu

Parareal Physics- Operator Learning for Guaranteeing Exact Estimating the Informed Neural Predicting Multiscale Structure Preservation Mechanical Property of Network for Solving Bubble Growth and Consistency in Short Fiber Reinforced Time-Dependent PDEs Dynamics Data-Driven Modeling Plastic using Viscosity Model with Multiscale Simulation

Zhen Li*, Xuhui Meng, Chensen Lin Lin*, Zhen Nathaniel Trask* Hirofumi Sugiyama*, George Karniadakis Li, Lu Lu, Shengze Cai, Shigenobu Okazawa Martin Maxey, George Karniadakis

Material Model Calibration for Computational Engineering Analysis, Chair(s): John #M316 Emery

Bayesian Calibration of Using Hierarchical Bayesian Genetic Bayesian Calibration of Continuum Crystal Bayesian Calibration Programming Symbolic Interatomic Potential Plasticity Models with Diverse Regression with Models for Binary Alloys Experimental Data to Preferential Search Parameterize the PTW Strength Model for Ti- 6Al-4V Alloys

Thao Nguyen*, Devin Devin Francom*, David Karl Garbrecht*, Nolan Arun Hegde*, Elan C. Francom, Saryu J. Walters, Sky Sjue, Strauss, Geoffrey Weiss, Wolfgang Windl, Fensin, Justin W. JeeYeon Plohr, Ayan Bomarito, Patrick Habib Najm, Cosmin Wilkerson, D.J. Luscher Biswas, Darby Luscher Leser, Jacob Safta Hochhalter

Machine Learning and Data-Driven Modeling to Simulate Damage, Fracture and Failure, #M317 Chair(s): Geoffry Bomarito Effective Machine Parametrically Improved Plasticity and Advanced Identification Sensitivity of Void Learning-Based Homogenized Damage Models by of Material Law for Micro- Mediated Failure to Calibration of Finite Continuum Damage Symbolic Regression of and Macro-scale Geometric Design Element Models for Mechanics (PHCDM) Microscale Finite Deformation of Alloys Features of Porous Progressive Damage Models for Composites Element Simulations Metals and Failure Simulation using Physics-Informed of Fiber-Reinforced Machine Learning Composites

Navid Zobeiry*, Xiaofan Zhang*, Donovan Birky*, Jacob Sourav Saha*, Ye Lu, G.H. Teichert, M. Johannes Reiner, Reza Yanrong Xiao, Daniel Zamora, John Emery, Wing Kam Liu Khalil*, C. Alleman, K. Vaziri O'Brien, Somnath Coleman Alleman, Garikipati, R.E. Jones Ghosh Brian Lester, Geoffrey Bomarito, Jacob Hochhalter

62 TS 9: WEDNESDAY EVENING, JULY 28

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM

#M320 Advances in Data-Enriched Stochastic Simulation, Chair(s): Gideon Simpson

Keynote presentation: On Learning/Solving Stochastic Gradient Multi-Fidelity Bayesian Differential Equations with Kernels Descent from the Neural Networks for Piecewise Deterministic Inverse PDE Problems Markov Processes with Noisy Data Perspective

Houman Owhadi* Ting Wang*, Kenneth Xuhui Meng*, George W. Leiter, Jaroslaw Karniadakis Knap

Data-Driven Modeling of Chaotic Systems and Turbulent Flows, Chair(s): Pedram #M321 Hassanzadeh, Rambod Mojgani Stochastic Deep Simulation of Unsteady On Development of an Toward Improved Heat Physics Guided Learning Compressible Navier Invariant Data-Driven Transfer Models for Machine Learning in Parameterization of Stokes Equations Anisotropic Subgrid Strongly-Coupled, Gas- Fluid Dynamics Ocean Momentum Using a Data-Enriched Scale Stress Model for Solid Flows Forcing Finite Element Method Large-Eddy Simulation

Arthur Guillaumin*, Rohit Deshmukh*, Vilas Aviral Prakash*, Sarah Beetham*, Aaron Suraj Pawar*, Omer Laure Zanna Shinde, Troy Shilt, Jack Kenneth Jansen, John Lattanzi, Jesse San, Adil Rasheed McNamara Evans Capecelatro

Model-Aware Machine Learning Methods for Science and Engineering Problems, #M323 Chair(s): Alex Gorodetsky Learning Missing Error-Curve Analysis of Multiscale DNN for Parameter Influence of Solving Bayesian Mechanisms in a Neural Network and Stationary Navier Supervised/Unsupervised Inverse Problems via Dynamical System from Linear Stochastic Stokes Equations with use of Convolutional Variational a Subset of State Estimation for Fluid Oscillatory Solutions Neural Networks for Fluid Autoencoders Variable Observations Flow Problems Flow Analyses

Teresa Portone*, Erin Taichi Nakamura*, Kai Lizuo Liu*, Wei Cai, Bo Masaki Morimoto*, Kai Hwan Goh, Sheroze Acquesta, Raj Fukami, Koji Fukagata Wang Fukami, Kai Zhang, Sherriffdeen, Jonathan Dandekar, Chris Aditya G. Nair, Koji Wittmer, Tan Bui- Rackauckas, Ahmad Fukagata Thanh* Rushdi

Computational Fluid Dynamics (CFD) and Fluid-Structure Interaction (FSI): Algorithms #M403 and Applications, Chair(s): David Kamensky

Control Informed Fully Numerical Study on An LBM/MD/IBM Resolved Multiphase Active Control of Limit Method for the Simulations of Wave Cycle Oscillation with Simulation of Energy Converters Energy Harvesting Composite Foam Processing

Kaustubh Khedkar*, Shigeki Kaneko*, Mohammadmehdi Amneet Bhalla Shinobu Yoshimura Ataei*, Erfan Pirmorad, Franco Costa, Sejin Han, Chul Park, Markus Bussmann

63 TS 9: WEDNESDAY EVENING, JULY 28

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM

#M404 Active Materials and Structures, Chair(s): Shawn Chester

Constitutive and Accelerated Modeling Photo- Application Modeling of Computational Sensitive Polymeric Glass-Ceramic Micromechanics and its Gels Materials Applications to Polydomain Liquid Crystal Elastomers

Brian Lester*, Kevin Hao Zhou*, Kaushik Nikola Bosnjak*, Long Bhattacharya Shawn Chester

Nonlocal Models in Continuum Mechanics: Mathematical, Computational, Machine #M411 Learning Aspects, Chair(s): Petronela Radu Core Shells and Double Traces on General Asymptotic Analysis of Harnack Inequality for Regularity Theory for Bubbles for a Three- Sets without a Coupled System of Fractional Elliptic Nonlocal Space-Time Phase Nonlocal Model Differentiability Nonlocal Equations Equations in Master Equations with Surface Tension with Oscillatory Nondivergence Form Coefficients

Stan Alama, Lia Mikil Foss* Tadele Mengesha*, Mary Vaughan*, Pablo Animesh Biswas*, Bronsard*, Xinyang Lu, James Scott Raúl Stinga Marta De-Leon Chong Wang Contrears, Pablo Stinga

Recent Advances in Multi-Scale, Multi-Physics Computational Methods in #M412 Heterogeneous Porous Media, Chair(s): Pania Newell

Morphometric Numerical Integration Investigating the Effect Characterization of of a Novel Directional of Grain Structure on Strength in Porous Damage Model for Compressive Media Rate-Dependent Response of Open-Cell Behavior of Brittle Metal Foam Using Rocks High-Fidelity Crystal- Plasticity Modeling

Alexandre Guevel*, Mitul Sisodiya*, Yida Dongfang Zhao*, Hadrien Rattez, Zhang Kristoffer Matheson, Manolis Veveakis Quinton Johnson, Brian Phung, Steve Petruzza, Michael Czabaj, Ashley Spear

Model Coupling: Challenges and Connections for Climate and Mechanics, Chair(s): #M415 Chad Sockwell

Accurate and Efficient High-Spatial Resolution Modeling of Orthotropic Mass Conserving Partitioned Approaches Ice-Sheet Modeling: Hygrothermal Behavior Implicit-Explicit (IMEX) for Conjugate Heat Leveraging Parallelized for Various Wood Methods for a Coupled Transfer Techniques to Species Based on Compressible Navier- Accelerate Time to Collected Isotherm Stokes Equations Solution Database

Jeffrey Banks* Anjali Sandip*, Mathieu Danyang Tong*, Brown Shinhoo Kang*, Emil Morlighem Susan Alexis, David Constantinescu, Hong Corr, Gianluca Cusatis Zhang, Robert Jacob

64 TS 9: WEDNESDAY EVENING, JULY 28

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Local-to-Nonlocal and Nonlocal-to-Nonlocal Coupling Methods: Advances in Coupling #M501 Techniques and Treatment of Interfaces in Nonlocal Mechanics and Diffusion, Chair(s): Pablo Seleson Modeling Spall in Nonlocal Phase-Field An Energy-Based A Fractional Model for Nonlocal-to-Nonlocal Additively Models for Describing Coupling Approach to Anomalous Diffusion with Coupling via Manufactured Steel Sharp Interface Interface Problems in Increased Variability Subdomain-Dependent with Local-Nonlocal Dynamics Nonlocal Diffusion Kernels Coupling

Stewart Silling*, John Olena Burkovska* Giacomo Capodaglio*, Marta D'Elia, Christian Christian Vollmann*, Mitchell Marta D'Elia, Pavel Glusa* Volker Schulz Bochev, Max Gunzburger

Optimization of Materials and Structures, Including Shape and Topology: Direct and #M502 Inverse Problems, Chair(s): Ahmad Najafi

An Overview of On Tailoring Fracture Shape Sensitivity Interface- and Toughness: Level-Set Analysis of Linear and Discontinuity-Enriched Topology Optimization Nonlinear Functionals Finite Element Methods Using an Interface- in Structural Topology with Emphasis on Enriched Formulation Optimization: Theory Topology Optimization and Practice

Alejandro Aragón*, Jian Zhang*, Fred Van Aaron Klein*, Prasanth Sanne van den Boom, Keulen, Alejandro Nair, Masayuki Yano Jian Zhang, Dongyu Aragón Liu, Angelo Simone, Fred van Keulen

#M513 Modeling and Simulation for Additive Manufacturing, Chair(s): R. Ferencz

Topology Optimization Topology Optimization Predicting the Influence Iterative Simulation- Reverse Shape of 2D Heat Exchangers of Support Structures of Scanning Strategies Based Techniques for Compensation via a for Additive for a Layer by Layer and Geometrical Control of Laser Powder Gradient-Based Manufacturing Based Simulation with Features on Melt Pool Bed Fusion Additive Moving Particle on Isogeometric Plasticity Size Variability and Manufacturing Optimization Method Analysis and Machine Lack of Fusion Porosity for Elastoplastic Learning During LPBF Problems

Xuan Liang*, Angran Li, Florian Dugast*, Albert Alaa Olleak*, Florian Jeff Irwin*, Qian Wang, Hao Deng*, Albert To Anthony Rollett, To Dugast, Albert To Pan Michaleris, Abdalla Yongjie Zhang Nassar, Yong Ren, Christopher Stutzman

#M601 Industrial Applications of IGA, Chair(s): Hugo Casquero

An Immersogeometric Modeling and Tricuspid Valve Formulation for Free- Isogeometric Analysis Parameterization, Surface Flows with of Thin Layered Geometric Modeling, Application to Marine Structures Using and Isogeometric Engineering Problems Volumetric NURBS Analysis

Qiming Zhu*, Jinhui Harshil Shah*, Onur Emily Johnson*, Devin Yan Rauf Bingol, Emily Laurence, Fei Xu, Johnson, Manoj Caroline Crisp, Chung- Rajanna, Ming-Chen Hao Lee, Ming-Chen Hsu, Adarsh Hsu Krishnamurthy

65 TS 9: WEDNESDAY EVENING, JULY 28

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Isogeometric Spline Techniques on Complex Geometries, Chair(s): Jessica Zhang, #M605 Yuxuan Yu

Multiresolution Spline Geomiso SEA: A TCB-Spline Based Parametric Stitching for Topology Optimization Cloud-Based Software Isogeometric Method Smooth Coupling of with Volumetric for Non-Linear Inelastic with High Quality Subdomains with Non- Subdivision Static Isogeometric Parameterization Matching Discretizations Representation of Analysis of Complex Complex Geometry Multi-Patch Geometries with Shell Elements

Gang Xu*, Jin Xie, Panagiotis Karakitsios, Juan Cao*, Zhihao Yaxiong Chen*, Chun-Pei Zhenyu Dong, Jinlan Panagiotis Kolios, Wang, Xiaodong Wei, Chen, Ganesh Xu, Jessica Zhang, Vasiliki Tsotoulidi*, Yongjie Jessica Zhang Subbarayan Bernard Mourrain, George Mprellas Charlie Wang

Immersed Discretizations in Computational Mechanics: Mathematics, Algorithms, and #M609 Applications, Chair(s): Guglielmo Scovazzi XIGA: an eXtended An Immersed Boundary Immersogeometric Mesh Convergence Simple H-R-H IsoGeometric Analysis Formulation for Analysis of Flow Over Study for Fluid-Structure Adaptation for Framework for Multi- Thermally Coupled Point Cloud Interaction Problems Immersed Geometries Phase Interface Incompressible Representations of Using Non-Conforming for CFD Applications Problems. Turbulent Flows Objects Methods

Lise Noel*, Mathias Soonpil Kang*, Arif Aditya Balu*, Joel Chen Shen*, Scott Miller, Sacha El Aouad*, Schmidt, Keenan Masud Khristy, Manoj Lucy Zhang Aurélien Larcher, Elie Doble, John A. Evans, Rajanna, Ming-Chen Hachem Kurt Maute Hsu, Adarsh Krishnamurthy

#M611 Waves: Advanced Numerical Methods and Applications, Chair(s): Reza Abedi

Structure-Aware Taylor A Scalable Distributed Space-Time Minimum-Residual Schemes for Architecture for a Discontinuous Scalable Multigrid Solver Propagating Hyperbolic Spacetime Parallel– Galerkin Methods for for High-Frequency Wave Solutions Through Adaptive Hyperbolic Fluid-Rigid Propagation Tents Solver Body Interaction Problems

Jay Gopalakrishnan*, Robert Haber*, Amit Tamas Horvath* Jacob Badger*, Leszek Joachim Schöberl, Dow Madhukar, Christian Demkowicz Drake, Christoph Howard, Volodymyr Wintersteiger Kindratenko, Reza Abedi

Image Processing, Discretization, and Simulation of As-Built Geometries, Chair(s): #M615 Matthew Staten

Keynote presentation: A New Strategy for A Surface-Mesh Automated Tetrahedral Mesh Generation for Gradation Tool for Producing Credible Discretizations from 3D Image Generating Optimized Data Tetrahedral Meshes of Microstructures with Defects

David Noble*, Scott Roberts, Matthew Staten, Brian Phung*, Junyan Corey McBride, C. Riley Wilson He, Ashley Spear

66 TS 9: WEDNESDAY EVENING, JULY 28

4:00 PM 4:20 PM 4:40 PM 5:00 PM 5:20 PM Phase-Field Modeling and Simulation in Computational Mechanics, Chair(s): Shiva #M616 Rudraraju

Phase Field Models of Modeling Multi-Neuron Scale-Free Phase-Field the Growth of Tumors Growth with Dendritic Modeling of Phase Embedded in an Spines Using Transformation in Evolving Vascular Isogeometric Zirconium Network: Dynamic 1D- Collocation and Phase 3D Models of Field Model Angiogenesis

Prashant K. Jha, Kuanren Qian*, Raghunandan Marvin Fritz*, Tobias Aishwarya Pawar, Pratoori*, Hamed Koppl, J. Tinsley Oden, Ashlee Liao, Victoria Babaei, Valery Levitas Andreas Wagner, Webster-Wood, Barbara Wohlmuth Yongjie Jessica Zhang

Enriched Finite Element Methods and Non-Intrusive Coupling Algorithms, Chair(s): #M618 Armando Duarte

Keynote presentation: An Enriched Finite A XFEM - Cohesive An Interface-Enriched Element Method for Stiff Interfaces Zone Model Coupled Generalized Finite Approach for 3D Element Formulation for Numerical Modeling of Locking-Free Coupling of Ductile Failure Non-Conforming Discretizations and Contact

Amir Latifaghili, Milad Bybordiani, Emre Erkmen, Jean-Philippe Crété*, Dongyu Liu*, Sanne J. Daniel Dias-da-Costa* Konstantinos van den Boom, Alejandro Nikolakopoulos, Patrice M. Aragón, Angelo Longère Simone

67

Thursday, July 29

All times listed are in Central Daylight Saving Time.

68 TS 10: THURSDAY MORNING, JULY 29

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Cell-Scale Mechanics, Tissue-Scale Mechanics and Mechanobiology, Chair(s): Shiva #M203 Rudraraju

A High-Fidelity 3D On the Relation Biomembranes Adhesion Modulates Micromechanical Model Between 3D Aortic Undergo Complex, Cell Morphology and of Ventricular Valve Interstitial Cell Non-Axisymmetric Migration Within Dense Myocardium Shape and Contractile Deformations Governed Fibrous Networks Behavior by Kirchhoff-Love Kinematics and Revealed by a Three- Dimensional Computational Framework

David Li*, Michael Alex Khang*, Quan Debabrata Auddya*, Rui Travasso*, Maurício Sacks Nguyen, Xinzeng Feng, Xiaoxuan Zhang, Rahul Moreira-Soares, José Michael Sacks Gulati, Ritvik Vasan, Rafael Bordin, Susana Padmini Rangamani, P Cunha Krishna Garikipati, Shiva Rudraraju

#M205 Growth and Remodeling of Living Tissues, Chair(s): Shuolun Wang

Keynote presentation: A Novel Time-Evolving Multi-Physics Models of Simulation of Interactive Model for the In-Vivo Maturing Collagen in Soft Tissue Biological Networks: A Engineered Tissues Mechanobiology, from Phase-field Approach to Wounds to Organoids Slime Molds Development

Michael Sacks* Adrian Tepole*, Yifan Christian Peco*, Guo, David Sohutskay, Farshad Ghanbari, Bumsoo Han, Sherry Francesco Costanzo Voytik-Harbin, Sarah Calve Optimal Experimental Design in Computational Science and Engineering, Chair(s): Peng #M302 Chen Maximization of the Edge-Promoting E-Optimum Sensor Efficient Model Order Sensor Selection for Expected Information Adaptive Bayesian Selection for Estimating Reduction Schemes for Configuration- Gain of Experiments Experimental Design for a Subset of Parameters Dynamic Contact Dependent Linear Using Stochastic X-Ray Imaging Problems Bayesian Inverse Gradient Descent Problems

André Carlon*,Ben Dia, Tapio Helin, Nuutti Dariusz Ucinski* Diana Manvelyan*, Nicole Aretz*, Peng Luis Espath, Rafael Hyvönen*, Juha-Pekka Bernd Simeon, Utz Chen, Denise Degen, Lopez, Raúl Tempone Puska Wever Karen Veroy

Machine Learning and Uncertainty Quantification in Biological Systems, Chair(s): Paris #M305 Perdikaris Enhancing Reduced A Symphony of Data- Fast Characterization of Adaptive Surrogate Uncertainty Order Models for Based, Physics-Based, Inducible Regions of Autoregressive Flow for Quantification of Cardiac and Agent-Based Atrial Fibrillation Models Parameter Estimation Electro-Poration Electrophysiology by Models to Create a with Multi-Fidelity with Expensive Ablation Effect in Liver Machine/Deep Learning COVID-19-Safe Gaussian Process Computational Models Cancer Algorithms Corridor for International Travel

Andrea Manzoni*, Prathamesh Desai*, Lia Gander*, Simone Yu Wang*, Fang Liu, Davide Baroli*, Karen Stefania Fresca, Nihar Sawant, Achal Pezzuto, Paris Daniele Schiavazzi Veroy-Grepl, Tan Stefano Pagani Khilnani Perdikaris, Rolf Krause, Zhipeng Francisco Sahli Costabal

69 TS 10: THURSDAY MORNING, JULY 29

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Acceleration and Enhancement of High-Fidelity PDE Solvers Through Machine #M310 Learning, Chair(s): Romit Maulik

Latent Variable-Based Object Detection in a Field Solutions of Analysis with Machine Through-the-Wall Parametric PDEs Learning for Reduced- Setting Utilizing Order Modeling and Machine Learning Control of Fluid Flows

Kai Fukami*, Kazuto Daniel Pomerico*, Biswajit Khara*, Aditya Hasegawa, Taichi Aihua Wood Balu, Ameya Joshi, Nakamura, Shoei Adarsh Krishnamurthy, Kanehira, Koji Fukagata Soumik Sarkar, Chinmay Hegde, Baskar Ganapathysubramanian

#M313 Multiscale Methods and Data-Driven Models, Chair(s): Xingjie Li

Multi-Scale Modeling of Imposing Physical Reduced-Order Dislocation Dynamics Constraints Softly on Multiscale Modeling of Augmented Gaussian Elasto-Plastic Porous Random Fields Metal Alloys

Eduardo Barros de Xiu Yang* Shiguang Deng*, Carl Moraes*, Mohsen Soderhjelm, Ramin Zayernouri Bostanabad

#M316 Material Model Calibration for Computational Engineering Analysis, Chair(s): Tom Seidl

The Modified Error in MatCal: A Specialized Unraveling the Calibration of Constitutive Equation Dakota Tool to Assist in Implications of Finite Elastoplastic Formulation for the Advanced Material Specimen Size on the Constitutive Model Shear Wave Model Calibration Interpretation of Parameters from Full- Elastography Inverse Dynamic Experiments Field Data with Problem for Polycrystalline Automatic Metals through Differentiation-Based Numerical Simulations Sensitivities

Olalekan Babaniyi*, Matthew Kury*, Kyle Bryan Zuanetti*, Darby Daniel Seidl*, Brian Wilkins Aquino Karlson Luscher, Kyle Ramos, Granzow Cynthia Bolme

Machine Learning and Data-Driven Modeling to Simulate Damage, Fracture and Failure, #M317 Chair(s): Kyle Johnson

Keynote presentation: Deep Learning Model to Interpretation of Multifidelity Failure Predict Fracture Mechanisms of Graphene and Convolutional Neural Probability Estimation Other Brittle Materials Networks for Predicting with Adaptively Volume Requirements Designed Surrogate in Studies of Models Microstructurally Small Cracks

Markus Buehler, Andrew Lew* Karen DeMille*, Ashley James Warner*, David Spear Cole, Robert Gramacy, Patrick Leser, Geoffrey Bomarito, William Leser

70 TS 10: THURSDAY MORNING, JULY 29

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM

#M320 Advances in Data-Enriched Stochastic Simulation, Chair(s): Ting Wang

Optimal Finite-Rank Randomized Multilevel Multiple Projection Multiscale Global Approximation of Monte Carlo Methods Markov Chain Monte Sensitivity Analysis for Koopman Operators: for Inference Carlo Algorithms on Stochastic Chemical Theory, Methods and Submanifolds Reaction Networks Challenges

Hao Wu* Kody Law*, Ajay Jasra Wei Zhang*, Tony Alen Alexanderian*, Lelievre, Gabriel Stoltz Michael Merritt, Pierre Gremaud

Robust and Verifiable Data-Driven Analysis and Design Using Machine Learning, #M322 Chair(s): Ramakrishna Tippireddy Parametric Topology Data-Driven Learning of Reinforcement Bounding Discretization Utilizing the Optimization and Effective Coefficients Learning-Driven Errors of Physics- Orthogonality Relation Design Space from Multiscale Data Adaptive Mesh Informed Neural of the Thickness- Exploration with Deep Refinement for Second- Network Solutions in Averaged Structural Learning and Scientific Order Elliptic Boundary Elasticity Intensity to Extract the Visualization Value Problems Mode Scattering Coefficients in Multi- Mode and Multi- Directional Wave Field

Vahid Jun Sur Park*, Xueyu Natasha Sharma*, Mengwu Guo*, Ehsan Shuai Cao*, Yue Hu, Keshavarzzadeh*, Zhu Ramakrishna Tipireddy, Haghighat Jing Xiao, Fangsen Cui Robert Kirby, Akil Samrat Chatterjee Narayan

Model-Aware Machine Learning Methods for Science and Engineering Problems, #M323 Chair(s): Rebecca Morrison

Functional Tensor Physics-Aware Deep- Multi-Output Surrogate Physics-Defined Deep Network Learning-Based Proxy Construction for Fusion Learning Frameworks Approximations for for Petroleum Reservoir Simulations on Mechanics of Earth System Models Simulation Models Moving Interfaces: Application to Fluid- Structure Interaction

Cosmin Safta*, Alex Emilio Coutinho*, Kathryn Maupin*, Anh Rachit Gupta*, Rajeev Gorodetsky, John Eduardo Gildin Tran Jaiman Jakeman, Khachik Sargsyan

Computational Fluid Dynamics (CFD) and Fluid-Structure Interaction (FSI): Algorithms #M403 and Applications, Chair(s): Jinhui Yan

OpenFOAM Based A Flexible High-Fidelity Towards Full Eulerian Finite Element Modeling and Thermal CFD Framework for Fluid- Modeling of Contact Simulation of Framework for Solid-Heat Treatment Formation in an Aluminium Smelting Quenching Processes External Gear Pump Process

Nithin Panicker*, Ze Zhao*, Jinhui Yan Joe Khalil*, Ramy Vincent de Bie*, Rajneesh Chaudhary, Nemer, Aurelien Martien Hulsen, Patrick Prashant Jain, Vivek Larcher, Rudy Valette, Anderson Rao, Marc Delchini Elisabeth Massoni, Elie Hachem

71 TS 10: THURSDAY MORNING, JULY 29

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM

#M404 Active Materials and Structures, Chair(s): Shawn Chester

Exploiting the Constitutive Modeling of Thermo-Mechanical Piezoelectric Effect for Magneto-Active Behavior of Dielectric Energy Harvesting - A Composites with Viscoelastomers Finite Element System Fibrous and Particulate Simulation Approach Terfenol-D Reinforcements

Andreas Hegendörfer*, You-Shu Zhan, Chien- Keven Alkhoury, Shawn Julia Mergheim hong Lin* Chester*

#M410 Multi-Scale and Multi-Physics Computations in Fluids and Solids, Chair(s): Yozo Mikata

Grain Size Dependence Oblique Scattering and Machine Learning Phase-Field Modeling of Polycrystalline Wave Propagation in Model for Phase-Field of Deformation Plasticity Modeling in Layered Media: Band Informed Crystal Twinning in Cylindrical Indentation Structure, Scattering, Plasticity Shape Polycrystalline Solids and Homogenization Memory Alloy Effect

George Z. Voyiadjis*, Vahidreza Alizadeh*, Jobin Joy*, Pawan Eric Ocegueda*, Juyoung Jeong, Jeffrey Alireza Amirkhizi Chaugule, Rajendran Kaushik Bhattacharya W. Kysar Harikrishnan, Jean- Briac le Graverend, Dimitris Lagoudas

Nonlocal Models in Continuum Mechanics: Mathematical, Computational, Machine #M411 Learning Aspects, Chair(s): Animesh Biswas Meshfree Methods for nPINNs: Nonlocal A Machine-Learning Modal Operator Continuity with Respect Problems with the Physics-Informed Framework for Regression for to Data and Stability Integral Fractional Neural Networks Peridynamic Material Extracting Nonlocal due to Changes in Laplacian Models with Physical Continuum Models Parameters of Nonlocal Constraints Models

Yanzhi Zhang*, Yixuan Goufei Pang, Marta Xiao Xu*, Marta D'Elia, Ravi Patel*, Nathaniel Nicole Buczkowski*, Wu D'Elia, Michael Parks*, John Foster Trask, Mitchell Wood, Mikil Foss, Michael George Karniadakis Eric Cyr Parks, Petronela Radu

Recent Advances in Multi-Scale, Multi-Physics Computational Methods in #M412 Heterogeneous Porous Media, Chair(s): Pania Newell

Fabric-Enriched Computing the Effective Computational and Modeling the Interplay Continuum Breakage Elasticity of Anisotropic Experimental Study of Between Deep Mechanics for Porous Media from X- Permeability Changes Subsurface Pressure Cemented Granular Ray Computed Micro- under Confinement in Perturbation, Fault Materials in Surface- Tomography Images Fractured Porous Stability, Surface Reactive Environments Media Deformation and Earthquake Cycles

Xianda Shen*, Federico Semeraro*, Maria Warren*, Mario J. Saumik Dana*, Giuseppe Buscarnera Marcos Acin, Martinez, Alec Kucala, Birendra Jha, Ahmed Francesco Panerai, James E. Bean, Scott Elbanna Arnaud Borner, Nagi T. Broome, Jennifer Mansour, Jeremie Wilson, Hongkyu Yoon Meurisse

72 TS 10: THURSDAY MORNING, JULY 29

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Local-to-Nonlocal and Nonlocal-to-Nonlocal Coupling Methods: Advances in Coupling #M501 Techniques and Treatment of Interfaces in Nonlocal Mechanics and Diffusion, Chair(s): Marta D'Elia How to Reduce the Overall Equilibrium in A Study of Wave Seamless Coupling of An Asymptotically Surface Effect and to the Coupling of Propagation of Nonlocal and Local Compatible Treatment Apply the Boundary Peridynamics and Coupling Nonlocal and Energies via Varying of Traction Loading in Conditions in 1D Classical Continuum Local Elasticities Horizons Linearly Elastic Peridynamic Models Mechanics Peridynamic Fracture

Ugo Galvanetto*, Greta Ongaro, Pablo Xingjie Li*, Hayden Xiaochuan Tian* Yue Yu*, Huaiqian You, Francesco Scabbia, Seleson*, Ugo Pecoraro, Pablo Nathaniel Trask Mirco Zaccariotto Galvanetto, Tao Ni, Seleson, Kelsey Wells Mirco Zaccariotto

#M505 Computational Design of Architected Materials, Chair(s): Julián Norato, Xavier Oliver

Sensitivity and Modeling Failure Latent Variable Model Homogenization-Based Uncertainty Mechanisms of and Data-Driven Design Optimization of Lattice Quantification Analysis Topologically of Metamaterials: A Structures Using in Phononic Interlocked Structures New Synthesis Granular Metamaterials through Micromechanics Complex-Variable Finite Approach Element Method

Juan David Navarro, Shai Feldfogel*, David Liwei Wang*, Yu-Chin Yahaira Corona*, Matthew Balcer, Harry Kammer Chan, Anton van Beek, Ranganathan Millwater, David Daicong Da, Faez Parthasarathy Restrepo* Ahmed, Ping Zhu, Wei Chen

#M506 Materials Response to Extreme Conditions, Chair(s): Marisol Koslowski

Radiation Damage Stress Fields, Plastic Nanoscale Investigation An Efficient Efficient Hydrocode study of Ni/Inconel Flow, Contact Friction, of Shock Wave Implementation of Modeling of Airblast Multimetallic Layered and Strain-Induced Propagation Through Elastodynamics into Propagation at Large Composite for Fluoride- Phase Transformations Amorphous Polymers Three-Dimensional Scaled Ranges Salt Reactor - A in Zr in Traditional and and Their Interfaces Discrete Dislocation Molecular Dynamics Rotational Diamond with Hard Materials Dynamics Simulation of study Anvils: Coupled Finite Volumes Computational and Experimental Approaches

Shiddartha Paul*, Achyut Dhar*, K.K Nuwan Dewapriya*, Junjie Yang*, Yejun Gu, Jesse Sherburn*, Daniel Schwen, Michael Pandey, Valery Levitas Ronald Miller Tamer Zaki, Jaafar El- Genevieve Pezzola, Short Short, Kasra Awady Catherine Stephens Momeni

73 TS 10: THURSDAY MORNING, JULY 29

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Fiber Network Materials: Multiphysics and Multiscale Analysis, Chair(s): Jaan-Willem #M512 Simon

Keynote presentation: Modeling the Fracture Data-Driven How to Capture Behavior of Fiber Networks Using Discrete Microstructure Centimeter-Scale Local Element Method Sensitivity Study of Variations in the Pore Fibrous Paper Materials Space of Paper: A Benchmark Study Using µ-CT

Yujun Li*, Jiao Huang, Xing Chen Binbin Lin*, Bai-Xiang Matthias Neumann, Xu Eduardo Machado Charry, Ekaterina Baikova, André Hilger, Ulrich Hirn, Ingo Manke, Volker Schmidt, Karin Zojer*

#M601 Industrial Applications of IGA, Chair(s): Xiaodong Wei

Geomiso ISA: A Cloud- Goal-Adaptive Meshing Mesh Generation and Based Software for for Structural Shell NASA’s CFD Vision Static Isogeometric Analysis Problems 2030 Analysis with Plate Elements

Panagiotis Karakitsios, Hugo Verhelst*, John Chawner* Konstantinos Gogos*, Matthias Möller, Henk Konstantinos Mprellas Den Besten

#M611 Waves: Advanced Numerical Methods and Applications, Chair(s): Robert Haber

A Stable Immersed Parallel Space-Time Formulation and Computing Leaky Discontinuous Galerkin Multilevel Methods with Stability Analysis of Modes of Optical Fibers Method for Wave Application to Unstructured Using a FEAST Propagation in Electrophysiology Spacetime Algorithm for Heterogeneous Discontinuous Galerkin Polynomial Acoustic Elastic Media Method for Hyperbolic Eigenproblems and Parabolic Partial Differential Equations

Slimane Adjerid, Pietro Benedusi*, Giang Huynh*, Reza Benjamin Parker*, Jay Haroun Meghaichi* Patrick Zulian, Rolf Abedi, Robert Haber Gopalakrishnan, Pieter Krause, Carlo Garoni, VandenBerge Stefano Serra- Capizzano, Michael Minion

74 TS 10: THURSDAY MORNING, JULY 29

10:00 AM 10:20 AM 10:40 AM 11:00 AM 11:20 AM Image Processing, Discretization, and Simulation of As-Built Geometries, Chair(s): #M615 David Noble

Quantifying the Computational Analysis Autonomous Unknown: Impact of of the Effects of Microstructural Feature Segmentation Geometric Irregularities Characterization of Uncertainty on Image- and Post-Processing Additively Manufactured Based Simulations Steps on the Metals Using an Mechanical Behavior of Optimized Machine Additively Manufactured Learning Framework 316L Stainless Steel Stents

Michael Krygier*, Tyler Lisa Wiesent*, Ulrich Roberto Perera*, LaBonte, Carianne Schultheiß, Philipp Vinamra Agrawal, Martinez, Chance Lulla, Thomas Davide Guzzetti Norris, Krish Sharma, Schratzenstaller, Lincoln Collins, Partha Christof Schmid, Aida Mukherjee, Scott Nonn, Ashley Spear Roberts

#M616 Phase-Field Modeling and Simulation in Computational Mechanics, Chair(s): Yu Leng

Mechano-Chemical Isogeometric Analysis A Variational Interface- A Unified Phase Field Using Multi-phase Modeling of of Cahn-Hilliard Phase Preserving and Approach to Elastic- Cahn-Hilliard-Navier- Microstructure Field-Based Binary- Conservative Phase- Plastic Fracture Stokes Models to Evolution and Grain Fluid-Structure Field Method for the Extract Interfacial Size Stabilization in Interaction Based on an Surface Tension Effect Properties of Molten Nano-Crystalline ALE Variational in Two-Phase Flows Metal Mixtures Metallic Alloys Formulation

Prakarsh Pandey*, Babak Sayyid Xiaoyu Mao*, Vaibhav Pietro Pascale*, Kumar Ali Rabeh*, Makrand Shiva Rudraraju Hosseini*, Stefan Joshi, Rajeev Jaiman Vemaganti Khanwale, Jonghyun Turek, Matthias Möller Lee, Baskar Ganapathysubramanian

Enriched Finite Element Methods and Non-Intrusive Coupling Algorithms, Chair(s): #M618 Armando Duarte

Keynote presentation: Non-Intrusive Coupling of Iterative Global-Local Recent Developments a 3D Multi-Scale Generalized Finite Element Algorithm for Coupling and Numerical Method with a Commercial FE Solver 3D Solid and Shell Experiments Regarding Models Recovery Strategies, a Posteriori Error Estimation and Adaptivity for the GFEM

Haoyang Li, Patrick O'Hara*, C. Armando Duarte Javier Avecillas Leon*, Murilo Bento*, Caio Haoyang Li, Armando Ramos, Sergio Proença Duarte

75 TS 11: THURSDAY AFTERNOON, JULY 29

11:50 AM 12:10 PM 12:30 PM 12:50 PM 1:10 PM 1:30 PM Cell-Scale Mechanics, Tissue-Scale Mechanics and Mechanobiology, Chair(s): Johannes #M203 Weickenmeier

Collagen Density Hyperelastic A 3D Agent-Based Regulates Tumour Material Properties Model to Explore Spheroid Growth of Brain Myelinated DIPG Cells through Cell Axons Invasion in Motility Different-Stiffness Matrices

Inês G. Poorya Daniel Camacho- Gonçalves*, Jose Chavoshnejad*, Gómez*, José Manuel García- Mir Jalil Razavi Manuel García- Aznar Aznar, María José Gómez-Benito

#M205 Growth and Remodeling of Living Tissues, Chair(s): Adrian Buganza Tepole

Mechanics of Brain Is Heterogeneous Towards Predicting A Model for 3D Folding: Interplay Cortical Growth the Progression of Deformation and of Differential Necessary to Osteoarthritis Reconstruction of Growth and Axonal Recapitulate within a Framework Contractile Tension Cortical Thickness of Volumetric Microtissues Patterns Seen in Growth and the Brain? Remodeling

Poorya Shuolun Wang*, Muhammed M. Jaemin Kim, Erik Chavoshnejad, Mir Nagehan Demirci, Rahman, Thomas Mailland, Selman Jalil Razavi* Maria Holland S. E. Öst, Corey P. Sakar, Nikolaos Neu, David M. Bouklas* Pierce*

Recent Advances in Data-Driven Scientific Model Development and Recovery, Chair(s): #M304 Alireza Doostan

Active Importance Continuous Modal Nonlinear Sampling for Bases for Strategies for Efficient Surrogate Parameter-Varying Recovering Modeling of Unit Dynamical Governing Operations in the Systems Equations from Biochemical Noisy Data Conversion Process

Andrew Glaws*, Nicholas Hamilton* Alexandre Hariswaran Cortiella, Hee-Sun Sitaraman, Choi, Jeffrey Jonathan Stickel, Hokanson*, Alireza Ethan Young Doostan

76 TS 11: THURSDAY AFTERNOON, JULY 29

11:50 AM 12:10 PM 12:30 PM 12:50 PM 1:10 PM 1:30 PM Material Model Calibration for Computational Engineering Analysis, Chair(s): Coleman #M316 Alleman Self-Consistent Calibration of Untangling Calibration and Near-Melt Material Homogenization Dislocation Slip Inelasticity and Validation of Model Calibrations based Constitutive and Deformation Phase Transition Regularized Failure for Stainless Steel Model of Twinning Material Kinetics in Sn Models Applied to 304L – Leveraging Composites for Parameters for Under Extreme Dynamic Puncture Experimental Data High Strain-Rate HMX Deformation to Improve Deformation with Conditions Residual Stress Stress Waves Predictions Induced by Welds and Additive Manufacturing

Chandra Prakash*, Milovan Zecevic*, William Schill*, Andrew Stershic*, Carl Herriott*, Scott Somnath Ghosh Marc Cawkwell, Ryan Austin, Kyle Karlson, Smith, Lauren Kyle Ramos, Darby Kathleen Schmidt, Sharlotte Kramer, Beghini, Kyle Luscher Jon Belof, Justin Brandon Talamini Karlson, Chris San Brown, Nathan Marchi, Zahra Barton Ghanbari, Coleman Alleman, Michael Stender

Machine Learning and Data-Driven Modeling to Simulate Damage, Fracture and Failure, #M317 Chair(s): Jacob Hochhalter Keynote presentation: Physics-Informed Predicting Interpretation of Bayesian Deep Generative Adversarial Networks for Mechanical Intragranular Strain Learning for Partial Uncertainty Quantification in Fatigue and Performance in Fields in High- Differential Fracture Applications Additive Energy Equation Manufacturing Synchrotron X-Ray Parameter Components Using Experiments via Recovery Using Deep Learning Finite Element Sparse and Noisy Simulations and Data Analysis of Incompatible Deformation

Patrick Leser*, Geoffrey Bomarito, James Kyle Johnson*, Diwakar Naragani*, Christophe Warner, William Leser, Julian Cuevas, John Emery, Paul Shade, Bonneville*, Theodore Lewitt, Sean Lai Demitri Maestas, Armand Beaudoin, Christopher Earls Matthew Smith, Mark Obstalecki, Carianne Martinez, William Musinski, Mircea Grigoriu Darren Pagan, Joel Bernier, Donald Boyce

#M320 Advances in Data-Enriched Stochastic Simulation, Chair(s): Gideon Simpson

Physics-Based Hierarchical Neural Gaussian Data-Driven Modeling for Processes for Discovery of Uncertainty Robust Systems Continuum Quantification Identification Under Equations Uncertainty

Celia Reina* Zhiheng Wang*, Mohamed Aziz Roger Ghanem Bhouri*

77 TS 11: THURSDAY AFTERNOON, JULY 29

11:50 AM 12:10 PM 12:30 PM 12:50 PM 1:10 PM 1:30 PM Robust and Verifiable Data-Driven Analysis and Design Using Machine Learning, Chair(s): #M322 Vahid Keshavarzzadeh

Sequential Physics-Informed Intelligent Crack Accurate NDT Decision Making Machine Learning Growth Monitoring Characterization of for Adaptive Time Method for Large- Using an Internet Hidden Flaws with Stepping in Solving Scale Data of Things Approach Mechanics and Nonlinear Assimilation Machine Learning Differential Problems with Equations Application to Groundwater Modeling at the Hanford Site

Ramakrishna Yu-Hong Yeung*, Sarah Malik*, Sijun Niu*, Vikas Tipireddy*, William David Barajas- Emine Tekerek, Srivastava Rosenthal, Vinay Solano, Qizhi He, Abrar Zawad, Amatya Alexandre Antonios Kontsos Tartakovsky

#M410 Multi-Scale and Multi-Physics Computations in Fluids and Solids, Chair(s): Glaucio Paulino

Controlling Frontal Development of a Probing Sea Ice Multiphase Lattice Grain-Scale Polymerization with One-Dimensional Mechanics with a Discrete Particle Modeling of Phase-Changing CAC Framework to Lagrangian Model for the Thermal and Materials Model Long-Time Discrete Element Prediction of Early- Mechanical Cycling Shock Wave Model for Sea Ice Age Properties of of Coarse-Grain Propagation Cement Paste SAC305 Solder Joints

Yuan Gao*, Mason Alexander Davis*, Svetoslav Nikolov*, Elham Ramyar*, Qian Jiang*, Dearborn, Aditya Vinamra Agrawal Kara Peterson, Gianluca Cusatis Abhishek Kumar, Sagar Adrian Turner, Dan Deshpande, Abhijit Vyas, Julie Bolintineanu, Joel Dasgupta Hemmer, Zhao Clemmer Wang, Aaron Esser-Kahn, Philippe Geubelle

Nonlocal Models in Continuum Mechanics: Mathematical, Computational, Machine Learning #M411 Aspects, Chair(s): Michael Parks

Convergence of Nonlocal Chemically-Driven Tempered the TFDW Energy Frameworks: Fracture in Porous Fractional to the Liquid Drop Operators and Media: A Phase- Laplacian in the Model Convergence Filed Fracture Nonlocal Study Framework

Lorena Aguirre Petronela Radu* Pania Newell*, Hayley Olson*, Salazar, Stan Louis Schuler Mikil Foss, Alama*, Lia Petronela Radu, Bronsard Marta D'Elia, Mamikon Gulian

78 TS 11: THURSDAY AFTERNOON, JULY 29

11:50 AM 12:10 PM 12:30 PM 12:50 PM 1:10 PM 1:30 PM

#M422 Novel Simulation Techniques for Deforming-Domain Problems, Chair(s): Marek Behr

Computational and Interfacial Space-Time Finite Space-Time Dynamic Mode Space-Time Experimental Multiphysics Using Element Methods Simulation of a Decomposition for Meshes in Droplet Analyses of Blade an ALE Interface- in Moving Domains Heaving and AMR/C Fluid Flow Formation and Coating Tracking Method Pitching Foil with Simulations Detachment During Time Periodicity GMA Welding

Hyungjoo Yim, Holger Marschall*, Olaf Steinbach*, Jacob Lotz*, Marco Gabriel F. Barros*, Violeta Karyofylli*, Junmo Lee, Heba Alkafri, Peter Gangl, Mario ten Eikelder, Ido Malú Grave, Alex Marek Behr Jaewook Nam* Chiara Pesci, Gobrial Akkerman Viguerie, Andre Weiner, Alessandro Reali, Dieter Bothe Alvaro L. G. A. Coutinho

#M512 Fiber Network Materials: Multiphysics and Multiscale Analysis, Chair(s): Karin Zojer

Embedded Modeling the In- Paper Straw Discontinuity Finite Plane and Out-Of- Development by Element Method Plane Mechanical Virtual Modelling, (ED-FEM) for Response of Paper Physical Testing Modeling Fiber Using Fiber Combined with Failures in Random Networks Virtual Testing Fiber Networks

Vedad Tojaga*, Greta Eskil Andreasson*, Artem Kulachenko, Kloppenburg, Tommy Lindström Sören Östlund Hagen Holthusen, Jaan-Willem Simon*

Minisymposium on Computational and Numerical Differentiation and its Application to #M612 Engineering Analysis, Chair(s): Manuel Garcia

A Hypercomplex- Solution of An Efficient Variable Finite Ordinary Approach to Solve Element Method- Differential the System of Based Inverse Equations Using Equations of Methodology to Hypercomplex Hypercomplex Extract Constitutive Numbers with Finite Element Parameters Using Applications to Methods Using a Experimental Data Fracture Block Forward Mechanics Substitution Scheme

Daniel Ramirez Mauricio Andres M. Aguirre- Tamayo*, Ayoub Aristizabal, Manuel Mesa*, Manuel J. Soulami, Varun Garcia*, Harry Garcia-Ruiz, Gupta, Arturo Millwater Mauricio Montoya, Harry Aristizabal, David Millwater Wagner, Daniel Ramirez-Tamayo, Arturo Montoya, Harry Millwater

79 TS 11: THURSDAY AFTERNOON, JULY 29

11:50 AM 12:10 PM 12:30 PM 12:50 PM 1:10 PM 1:30 PM

#M613 Enabling Rapid Design-to-Analysis for Agile Workflows, Chair(s): Jacob Koester

An Optimization- Fault-Tolerant Regression Based Explicit VMDG: Robust Finite inspired Solver for Meshing Workflow Approach for Synchronous and Element Method on Inequality in ANSYS Fluent Robust Finite Concurrent Parallel Poor Grids via Constrained Element Analysis Solution in Multi- Discontinuous Nonlinear Solid on Arbitrary Grids Domain Problems Galerkin Stabilized Mechanics Applied (REBAR) Meshfree to Frictional Approximation: Contact, Buckling, Fast and Phase-field Implementation Fracture and Theory

Michael Tupek*, Chenglong Wang*, Paul Kuberry*, Marcelino Quang-Thinh Ha*, Brandon Talamini Nagendra Pavel Bochev, Anguiano*, Paul Paul Kuberry, Paul Gannamanedi, Jacob Koester, Kuberry, Pavel Barbone, Nathaniel Hamid Ghazialam, Nathaniel Trask Bochev, Arif Masud Trask Elijah Gravenhorst

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