Keynote
R. Chris DeLuca, Director, Specialty Engineering, Systems Engineering and Architecture Office of the Under Secretary of Defense for Research and Engineering (OUSD(R&E))
AI4SE & SE4AI Workshop 2022
Sep 21-22, 2022 Hoboken, NJ, United States
Sponsored & organized by U.S. Army DEVCOM Armaments Center (AC) Systems Engineering Directorate and the Systems Engineering Research Center (SERC)
The 2022 AI4SE & SE4AI Workshop was held on September 21-22 as a hybrid event at Stevens Institute of Technology, in Hoboken, NJ. Participation was limited to U.S. citizens only.
Objective
The objective of this hybrid workshop is to bring together key stakeholders and thought leaders to identify shared interests and generate relevant research ideas aligned with DEVCOM AC and SERC priorities to advance the application of AI4SE and SE4AI.
Topics of Interest
- Application of AI on SE and SE on AI projects
- Digital Engineering and Methods in Support of AI
- Automation & Human-Machine Teaming
- Advances in Explainable AI
- Cognitive Assistants and Decision Aiding Tools
- Workforce Development for AI4SE & SE4AI
September 21: Keynote and Panel
Panel: Workforce Development
- Moderator: Dr. Jason Cook, US Army DEVCOM Armaments Center
- Dr. Rosa Heckle, MITRE Corporation
- Dr. Zoe Szajnfarber, George Washington University
- Jaime Hernández-Cordero, DoD
- Rhonda Maus, DAU
Downloads
September 21: Track 1 AI4SE
Understanding Datasets: Seeing the Unseen through Graph Automations
Mr. Ray Lukas & Mr. Jim Lockett, MITRE Corporation
Downloads
Semi-Automated Development of Textual Requirements: Combined Natural Language Processing and Multi-Domain Semantic Approach
Dr. Mark Austin, University of Maryland, College Park
Downloads
Reinforcement Learning for Autonomous and Novel Behavior in OneSAF: Potential for New TTPs, Technology Evaluation, and Requirement Definitions
Dr. Eric Kelly, Quansight
Downloads
Natural Language Processing and Knowledge Engineering to Extract Models From Text
Dr. Carlo Lipizzi, Stevens Institute of Technology
Downloads
The Design of Swarm Experiments: A Systems Engineering Approach to Swarm Research
Ms. Melissa Jablonski, U.S. Army DEVCOM Armaments Center
Downloads
September 21: Track 2 SE4AI
Bayesian Methods for T&E of Learning Based Systems
Mr. Paul Wach, Virginia Tech
Downloads
NeuralSat: A Constraint Solver for Deep Neural Network Verification
Dr. ThanhVu Nguyen, George Mason University
Downloads
Test and Evaluation of AI Systems with Explainable AI and Counterfactuals
- Dr. Ali Raz, George Mason University
- Dr. William Miller, Stevens Institute of Technology
Downloads
How Wrong is Wrong? Richer Characterization of AI Classification Error for Real-World Applications
Ms. Justine-Louise Manning, George Washington University
Downloads
A Framework for Certification of Continuous Learning Systems (CAI – Certification of Continuously Learning Artificial Intelligence)
Mr. Ari Goodman & Mr. Ryan O’Shea, NAVAIR
Downloads
September 22: Panel
Panel: Government Visions and Needs
- Moderator: Dr. Ralph C. Tillinghast, U.S. Army DEVCOM Armaments Center
- Mr. R. Chris DeLuca, Director, Specialty Engineering, OUSD(R&E)/ED(SE&A)
- Ms. Carol Pomales, MITRE Corporation | DOWNLOAD PRESENTATION
- Dr. Raj Iyengar, US Nuclear Regulatory Commission | DOWNLOAD PRESENTATION
September 22: Track 1 AI4SE & DEV
Data Requirements and the Green School Bus Problem
Dr. Barclay Brown, Collins Aerospace
Downloads
Digital Assistance for Systems Requirement Discovery and Analysis Using Machine Learning Natural Language Processing Algorithm
Dr. Nipa Phojanamongkolkij & Mr. Braxton VanGundy, NASA Langley Research Center
Downloads
Tactical Ammunition Management Micro Services (TAMMS): Human-Machine Teaming by Cognitive Intelligent Agents Providing Sustainment Decision Support
Mr. Steven Vaccaro, U.S. Army DEVCOM Armaments Center
Downloads
Computer Vision Based Machine Learning for Deck Operations
Mr. Ari Goodman & Mr. Ryan O’Shea, NAVAIR
Downloads
September 22: SE4AI & V&V
Towards the Use of Deep Learning Neural Networks for System Validation Testing of Tightly Coupled Complex Systems
Dr. Lance Sherry, George Mason University
Downloads
Uniting Hierarchical Planning and Model-Based Systems Engineering to Automate Failure Recovery Planning
Mr. Tyler Smith, Adventium Labs
Downloads
Enabling SE for AI with Test and Evaluation Harnesses for Learning Systems
Dr. Tyler Cody, Virginia Tech
Downloads
Details
Event
AI4SE & SE4AI Workshop 2022
Venue
Hybrid | Stevens Institute of Technology
- Address
-
1 Castle Point Terrace
Hoboken, NJ 07030 United States - Website
- https://www.stevens.edu/
Organizer
Systems Engineering Research Center (SERC)
- serc@sercuarc.org
- Website
- http://www.sercuarc.org/