5th Annual Intelligence Community Academic Research Symposium PROGRAM The National Academy of Sciences 10-12 September, 2019 Washington, DC Contents ........................................................................................................................................................................................ 1 Keynote Presenters .......................................................................................................................................................... 8 Stacey A. Dixon ............................................................................................................................................................ 8 Newton Howard ........................................................................................................................................................... 9 Bernard S. Meyerson ...................................................................................................................................................10 Guillermo Sapiro .........................................................................................................................................................11 Panel: Laboratory for Analytic Sciences at North Carolina State University—Advancing the Science of Analysis ..............12 Ryan Bock ...................................................................................................................................................................12 Christine Brugh ...........................................................................................................................................................12 Jing Feng .....................................................................................................................................................................12 Jason Moonberry ........................................................................................................................................................12 Sarah Margaret Tulloss ................................................................................................................................................12 Panel: FBI- Academic Efforts to Protect Against Threats of Foreign Influence and Technology Transfer ...........................13 Susan Brockhaus .........................................................................................................................................................13 John Hartnett ..............................................................................................................................................................13 John Napier .................................................................................................................................................................13 Patrick Shiflett .............................................................................................................................................................13 Phillip Agbesi ..................................................................................................................................................................14 GIS-Based Characterization of Flood-Vulnerable, Residential Communities in Horry County, South Carolina ...............14 Loren Alegria...................................................................................................................................................................15 Towards Strong On-Chip Transmon to Spin-Qubit Coupling .........................................................................................15 Lindsay Anderson ............................................................................................................................................................16 Genomics for Human Characterization: A Data-Driven Study of an Advanced Technology ...........................................16 Jerone Andrews ..............................................................................................................................................................17 Multiple-Identity Image Attacks Against Face-Based Identity Verification ....................................................................17 Charles Bachman ............................................................................................................................................................18 Hyperspectral Video Imaging and Mapping of Littoral Conditions—Charles M. Bachmann, Gregory Badura, Christopher Lapszynski, Rehman Eon, and Charles Tabor ................................................................................................................18 Nathan Banek .................................................................................................................................................................19 Graphite from Biomass and Nanostructured Silicon for Advanced Li-Ion Energy Storage .............................................19 Jennifer Banwart .............................................................................................................................................................20 Laboratory for Analytic Sciences Overview ..................................................................................................................20 Daniel Becker ..................................................................................................................................................................21 Modeling Changes in Migratory Behavior as a Driver of Zoonotic Disease in an Avian Host .........................................21 Andrea Bertozzi ..............................................................................................................................................................22 Optimal Path Planning and Environmental Crime ........................................................................................................22 Jeffrey Rocco Blais ..........................................................................................................................................................23 Radiofrequency Machine Learning Applications in Signal Modulation Classification—Maj Lawrence B. Compton and Dr. J. Rocco Blais ...............................................................................................................................................................23 Kevin Brenner .................................................................................................................................................................24 Thermal and Strain Sensing in Two-Dimensional Materials ..........................................................................................24 Gwendolynn Bury ...........................................................................................................................................................25 A Model Selection Approach to Assess Water Quality Using Satellite Imagery and Field Measurements ......................25 Nathan Carter .................................................................................................................................................................26 Conformal, Direct-Write Printing of Flexible and Self-healing, Electronic Inks ..............................................................26 Janna Caspersen .............................................................................................................................................................27 Exploring Data Reviewers' Impact on Machine Learning ..............................................................................................27 Cody Champion...............................................................................................................................................................28 Identifying and Estimating Severity of Environmental Stress and Low-level Contaminants in Sorghum Bicolor Using Multispectral Imaging and Machine Learning ..............................................................................................................28 Bohan Chen ....................................................................................................................................................................29 Patrol Strategies for Illegal Logging in the Brazilian Rainforest .....................................................................................29 Jorge Chen ......................................................................................................................................................................30 Automated Extraction of Room Geometry...................................................................................................................30 John Chivers....................................................................................................................................................................31 An Integrated System for Thermophotovoltaic Power Generation ...............................................................................31 Bradley Christensen ........................................................................................................................................................32 Anomalous Charge Noise in Superconducting Quantum Circuits ..................................................................................32 Lawrence C. Compton .....................................................................................................................................................33