Keynote
9:00 am
Mr. Matthew Rose, Global Public Sector Industry Principal, Snowflake
AI4SE & SE4AI Workshop 2024
Sep 17-18, 2024 Arlington, VA, United States
The fifth annual AI4SE and SE4AI workshop is sponsored and organized by the U.S. Army DEVCOM Armaments Center Systems Engineering Directorate and the Systems Engineering Research Center and will be hosted at the George Mason University Arlington Campus on September 17-18.
Keynote Speakers
September 17: Keynotes, Panels, and Other Presentations
US Army DEVCOM Armaments Center Perspective
9:45 am
Mr. Edward W. Bauer, Director of the Systems Engineering Directorate, US Army DEVCOM Armaments Center
Plenary Panel: The Need for Socio-technical System Testbeds for AI Enabled Systems
1:05 pm
Moderator: Dr. Laura Freeman, Virginia Tech
September 17: SE4AI Track Safety Frameworks
Accountability for AI Enabled Systems Used in Critical Decision-making
10:30 am
NASA Langley Research Center
Navigating Uncertainty: Enhancing AI System Safety through the Integration of Systems Theory, Set Theory and R3+ Concepts
10:50 am
University of Alabama in Huntsville
What Can Aviation and Pharmaceuticals Teach Us About How to Set Up a System of Assurance for Different Types of AI-Enabled Systems?
11:10 am
George Washington University
Application of AI to Collision Risk Safety Analysis for the National Airspace System
11:30 am
George Mason University
September 17: SE4AI Track AI - "ilities"
Interpretable ML for Requirements Development
2:10 pm
United States Military Academy
Using End-to-End Causal Inference to Assess AI-ML Classifier Health
2:30 pm
Carnegie Mellon University Software Engineering Institute
Enhancing Trust in AI-Powered Situational Awareness Systems for US Army Ground Vehicles: A Holistic Approach to Explainability and Interpretability
2:50 pm
Strategic Ai Services (SAS)
Integrating Responsible AI Principles into Systems Engineering Practices: A Holistic Approach for Safe and Reliable AI-Enabled Systems
3:10 pm
MITRE
September 17: SE4AI Track T&E of AI
Enhancing Testing & Evaluation of AI-Enabled DoD Systems Using MBSE
4:00 pm
MITRE Corporation
Multi-Fidelity Test and Evaluation of AI-Enabled Systems
4:20 pm
Purdue University
Use of Predictive AI/ML Embedded in Lifecycle Systems Engineering to Support Testing of AI/ML Based Weapons Systems
4:40 pm
Georgia Tech Research Institute
September 17: AI4SE Track AI for Design and Governance of Complex Systems
Accelerating Insertion of Warfighting Capability using GenAI Based Control Synthesis from Image
10:30 am
Software Engineering Institute at Carnegie Mellon University
Design of AI-Enabled Multi-Mode Logistics Planning System (M2ALPS) In Support of the Air Force Adaptive Basing Concept-of-Operations
10:50 am
George Mason University
Use of STPA for Analyzing Information Flows in Distributed Autonomous Systems
11:10 am
Stevens Institute of Technology
Guiding the Behavior of Complex Networked Systems using Multi-Agent Reinforcement Learning: Governance by Dynamic Balancing of Cooperation and Competition
11:30 am
Northeastern University
September 17: AI4SE Track AI at the Enterprise Level
Responsible Use of AI to Improve Sustainability of Future Systems
2:10 pm
AFC DEVCOM AvMC RAM Division
Rapid Intelligent Systems Engineering
2:30 pm
Lockheed Martin – Advanced Technology Laboratories
The Use of Generative GenAI to Unlock Value from Defense ERP Business Systems
2:50 pm
PEO-EIS-DIBS-LMP
Large Language Models in Enhanced Electronic Warfare: Applications, Benefits, Limitations and Future Directions
3:10 pm
Stevens Institute of Technology
September 17: AI4SE Track AI4SE in Digital Engineering
Reuse of Digital Engineering Models via Semantic Component Libraries
4:00 pm
Systems Engineering Research Center
MBSE AI Platform for Productivity (MAPPy): Combining AI and Digital Engineering
4:20 pm
Booz Allen Hamilton
Accelerating Semantic Digital Thread User Queries Using LLMs
4:40 pm
ManTech
September 18: Keynotes, Panels, and Other Presentations
Keynote
8:45 am
Mr. Daniel Mahanty, Division Director for Learning, Civilian Protection Center of Excellence
Plenary Panel: Opportunities and Risks for Leveraging Generative AI to Support SE Processes
9:35 am
Moderator: Dr. Peter Beling, Virginia Tech
Keynote
1:30 pm
Dr. Missy Cummings, Professor and Director of Mason Autonomy and Robotics Center, George Mason University
SERC Perspective: Archimedes Workshop on Trustworthy AI
2:15 pm
Dr. Zoe Szajnfarber, Professor, The George Washington University and SERC Chief Scientist
Trusted AI SE Challenge
4:45 pm
Dr. Peter Beling, Virginia Tech
September 18: SE4AI Track Human Autonomy Integration and Trust
Towards A Human-AI Collaboration Maturity Model (HAIC-MM) for Small and Medium-Sized Enterprises
10:55 am
Colorado State University
Understanding the Tradeoffs of Human-AI System Architecting
11:15 am
George Washington University
Addressing Challenges of Human-AI Teaming Experiments Using Naval AI Systems
11:35 am
Naval Information Warfare Center
PRODEC: A Method and Platform for Human Systems Integration of Human-AI Teams
11:55 am
FlexTech Chair, CentraleSupélec (Paris Saclay University & ESTIA)
September 18: SE4AI Track SE Methodologies for AI
A SE4AI Framework for the Systems Engineering of Autonomous Systems with a Focus on the Curation of Data across the Lifecycle
3:00 pm
The University of Adelaide & Shoal Group
Model-Based Systems Engineering (MBSE) Approach to Develop an Artificial Intelligence Bill of Material (AIBOM) for AI System Compliance Verification
3:20 pm
C5ISR
System Architecture for Recombinant AI (SARAI)
3:40 pm
C5I Center at George Mason University
Tradeoff Analysis Using an Integrated Data-Driven and Model-Based Approach for the Design of Autonomous Robots
4:00 pm
University of Maryland
A Systems Engineering Methodology for Integrating Autonomy with System of Systems and Conducting Data-Driven Trade Study Analyses
4:20 pm
George Mason University
September 18: AI4SE Track LLMs for SE Artifacts
Say What? Identifying the Impact of Prompt Technique on AI Generation of Systems Engineering Artifacts
10:55 am
Leidos
LLM Co-pilots for Domain Specific Modeling Languages
11:15 am
Tangram Flex
Developing Concepts of Operations Using Multi-Step Tool Techniques with Large Language Models
11:35 am
NASA Langley Research Center
Systems Engineering Language Modeling Assistant
11:55 am
MITRE
September 18: AI4SE Track AI-aided Systems Engineering and Design
Challenges of Trustworthy Human/AI Teaming in Long-running Relationships
3:00 pm
National Institute of Standards and Technology
Towards a Work Systems View of Human AI Collaboration in Systems Engineering and Design: The Case of Conceptual Design with a ChatGPT Partner
3:20 pm
George Washington University
Theoretical Feasibility of Graph Neural Networks for Augmented Intelligence in Systems Engineering
3:40 pm
University of Alabama in Huntsville
AI Aided Design and Development for Space Systems
4:00 pm
University of Southern California Information Sciences Institute
Using Large Language Models to Accelerate Development of Complex Systems
4:20 pm
Virginia Tech National Security Institute
Details
Event
AI4SE & SE4AI Workshop 2024
Venue
George Mason Unversity Arlington Campus
- Address
- Arlington, Virginia United States
Organizer
Systems Engineering Research Center (SERC)
- serc@sercuarc.org
- Website
- http://www.sercuarc.org/