DATAWorks Session Materials
| Session Title | Speaker | Materials |
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| A Satellite Image Segmentation Pipeline to Inform Autonomous Aerial Search Strategies | Jake Rizzo Cadet, United States Military Academy at West Point |
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| Active and Passive Cellular Multi-Static ISAC for White-Space-Aware Drone Tracking | Yan Li JHUAPL |
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| Active Learning with Bayesian Optimization: A Modern Framework for Faster Testing | Tom Donnelly Systems Engineer, JMP Statistical Discovery LLC |
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| AI and Analytics (and Humans?) at the edge | Mr. Harrison Schramm Chief Technologist and Co-Founder, Attritable Machines, LLC |
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| AI Assurance | John Dennis Research Staff Member, Institute for Defense Analyses |
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| AI Assurance for Operational Use of Generative AI | Julie Obenauer-Motley Sr AI Technical Advisor, Johns Hopkins University Applied Physics Laboratory |
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| AI Assurance for Operational Use of Generative AI | Jane Pinelis Chief Scientist for Special Operations, Johns Hopkins University Applied Physics Laboratory |
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| An Adaptive Bayesian Framework for Risk-Controlled Skip-Lot Sampling | Landry Lee Student, United State Military Academy |
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| Applying Statistical Process Control to Monitor Deployed Machine Learning Models | Zachary White Student, Virginia Tech Statistics |
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| Assuring Complex and Critical Artificially Intelligent Systems | Randall McCutcheon Chief of Defence Force Fellow, Australian Defence Force |
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| Change Often Takes Time: Determining a “Soft Changepoint” in Lifetime Mixture Distribution | Caleb King Research Statistician Developer, JMP Statistical Discovery LLC |
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| Combinatorial and Adaptive Stress Testing for Autonomous Spacecraft Control Systems | Alexandra Mangel Member of Technical Staff, The Aerospace Corporation |
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| Competence Estimation Impact in Multi Agent Systems | Francesca McFadden Graduate Student, University of Maryland Baltimore County |
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| Compositional Assurance: Integrating Formal Verification with Statistical T&E | Tiffany Ceasor Principal Researcher, Technological Society of Applied Research |
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| Convergent Threats through the Intersection of Biotechnology and AI/ML | Kathleen Bostick Researcher, ARLIS RISC |
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| Data Curation for AI Training, Testing, and Validation | Elizabeth Gregory Research Engineer, NASA Langley |
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| Demystifying DoDD 3000.09: A Practical Introduction for Acquisition Professionals | Ilean Keltz Technical Advisor, CDAO |
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| Deployment of Single Board Computer Mesh Networks for Remote Cyber Operations | Ryan Monagle Student, United States Military Academy |
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| Developing Multi-Fidelity Test Plans for Evolving and Heterogeneous AI-Enabled Systems | Jitesh Panchal Professor and Associate Head of Undergraduate Programs, Purdue University |
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| Effectively Leveraging Historical Data using Design of Experiments | Tom Donnelly Systems Engineer, JMP Statistical Discovery LLC |
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| Entropy-Driven Design of Sensitivity Experiments | David Steinberg Professor, Tel Aviv University |
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| Fault Detection and Accommodation of Pressure Measurements in Hypersonic Vehicles | John Introne Undergraduate Student, College of William and Mary |
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| Gaussian Process Assisted Meta-learning for Image Classification and Object Detection | Anna Flowers Ph.D. Candidate, Virginia Tech |
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| Incorporating LLMs into the Bayesian Optimization Process for Airfoil Design | Sam Donald Data Scientist, PNNL |
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| Integrating Mission Engineering with Systems Engineering to Enable Navy Ship Design | James Moreland, Jr. Principal Engineer, MEI Innovative Solutions Inc |
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| Integrating Mission Engineering with Systems Engineering to Enable Navy Ship Design | Alan Brown Professor, Virginia Tech |
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| Integrating RAG, HCD, and PD in MBSE for Mission Problem Framing | Rafi Soule , PhD. Project Scientist, VMASC at Old Dominion University |
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| MaLT: Machine-Learning-Guided Test Design & Fault Localization of Complex Software Systems | Irene Ji Research Statistician Developer, JMP Statistical Discovery LLC |
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| Missing data: Motivations, Methods and Examples | James Theimer STAT COE/Huntington Ingles Industries |
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| Missing data: Motivations, Methods and Examples | Anthony Sgambellone STAT COE |
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| Monitoring Supervised Learning Models with Statistical Control Charts | Leah Jones Student, Virginia Tech |
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| Multiclass Recalibration of Probability Predictions via the Linear Log Odds Function | Amy Vennos Graduate Student, Virginia Tech |
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| Navigating Our AI-Enabled Future in High-Stakes Domains | Douglas Schmidt Dean of the School of Computing, Data Sciences & Physics, William & Mary |
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| Optimizing Army Parts Spend for Operational Readiness: A Vantage Decision Dashboard | Grayson Peyovich United States Military Academy |
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| Probabilistic Verification for Next-Generation Certification | Sam Procter Principal Architecture Researcher, Software Engineering Institute |
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| Probability of Detection: Evaluating the Reliability of Nondestructive Inspection Systems | Christine Knott Research Mathematician, AFRL |
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| Pursuing Digital Assurance for High Consequence Systems through Semantic Reasoning | Jamie Thorpe Sandia National Laboratories |
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| Recent Methodological Advances for Integrated T&E | Justin Krometis Research Associate Professor, Virginia Tech National Security Institute |
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| Recent Validation of Low Speed Aerodynamic Analysis for Space Launch System | T.J. Wignall Research Engineer, NASA |
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| Reconnaissance Blind Chess: An Experimentation Platform for Autonomous Decision Making | Andrew Newman Group Supervisor and Principal Engineer, Johns Hopkins Applied Physics Laboratory |
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| Resource Implications and Benefits of Model-Based Acquisition Planning | Jose Alvarado Technical Advisor, AFOTEC Det 5 |
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| Robust Wrapped Gaussian Process Inference for Noisy Angular Data | Andrew Cooper Graduate Student, Virginia Tech |
Session Materials URL |
| Strategy and Tactics to Apply Design of Experiments to Testing of AI Enabled Systems | Wayne Adams Senior STAT Expert, STAT COE |
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| Supply Chain Illumination for the Quantum Computing Sector | Meghan Hall RISC Intern, UMD ARLIS |
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| Test Design for the Integrated Head Protection System | Allison Holston Mathematical Statistician, ATEC |
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| Testing LLM Prompt Robustness with Sequence Covering Arrays | Erin Lanus Research Associate Professor, Virginia Tech National Security Institute |
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| The Risks of AI-Assisted Coding | Yosef Razin Research Associate, IDA |
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| Then What? The Need for Iterative Assessments to Achieve Successful Operational Capabiliti | Hans Miller Mitre |
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| TIRANICS- FDSC Scoring | Chinomso Oji AI Evaluator, ATEC/AEC/OEC |
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| Transforming UAV Imagery into Queryable 3D Scene Representations | Jake Curran Cadet, West Point |
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| Using Survival Analysis to Support Navy Supply Operations | Tyler Pleasant Research Associate III, IDA |
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| Validation Metrics for Applications with Mixed Uncertainty | Laura White Aerospace Engineer, NASA |
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| Wake Up and Smell the Coffee: Developing Realistic Risk Estimates | Christian Smart Cost Analyst, KBR |
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| Workforce Education for Data Analytics | Shane Hall Division Chief, US Army Test and Evaluation Command |
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| Frank Liu Research Staff Member, IDA |
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