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SERC and INCOSE AI4SE & SE4AI Workshop 2023
Wednesday, October 11, 2023 - Thursday, October 12, 2023
Sponsored and organized the Systems Engineering Research Center (SERC) and the International Council on Systems Engineering (INCOSE), this virtual event builds on the 2023 AI4SE & SE4AI Workshop sponsored and organized by SERC and the U.S. Army DEVCOM Armaments Center (AC) Systems Engineering Directorate in collaboration with the George Washington University.
Balancing Opportunity and Risk: The Systems Engineer’s Role in the Rapid Advancement of AI-Based Systems
Following overwhelming interest in the 2023 AI4SE & SE4AI Workshop at the George Washington University, SERC and INCOSE answered the call to expand the discussion to an international audience. This event is tentatively slated to take place at 8pm-12am ET on October 11th and 8am-12pm ET on October 12th. Abstracts are sought from government, industry and academia for presentations and panels to explore the exciting advancements and challenges in the field of artificial intelligence (AI) and systems engineering (SE). All selected abstracts and presentations must be approved for public release.
The rapid development of AI presents both tremendous opportunities and inherent risks. As AI continues to revolutionize various industries, it becomes crucial to strike a delicate balance between seizing the potential benefits and addressing the potential risks. The conference theme, “Balancing Opportunity and Risk: The Systems Engineer’s Role in the Rapid Advancement of AI-Based Systems,” aims to foster discussions and insights on the responsible deployment of AI in systems engineering and how systems engineering can support the development of robust and ethical AI systems.
TOPICS OF INTEREST:
- Application of AI on SE projects
- Application of SE on AI projects
- V&V and T&E of Learning Based Systems
- Systems Approaches to Reliability and Safety of Learning Based Systems
- Workforce Development for AI4SE & SE4AI
- AI/ML Technology Evolution
- Augmented Intelligence, Cognitive Assistants and Decision Aiding Tools
- Automation & Human-Machine Teaming in Systems and Missions
- Digital Engineering Infrastructure and Methods in Support of AI
- Advances in Explainability, Interpretability, and Transparency
- Advances to Address Cognitive Bias in AI
- Testbeds for Learning-Based Systems
- SE and Data Collection/Curation for AI in Systems
- Standards of Trust and Evaluation of Trust in SE (Technical, Organizational, Societal)
- Impact of Large Language Models/Foundation Models on SE
Please join us at this prestigious workshop to share your expertise, exchange ideas with leading researchers and practitioners, and contribute to the advancement of AI in systems engineering. Together, let us explore the potential and challenges of AI, ensuring a future that balances opportunity and risk.
PRESENTATIONS
INCOSE Welcome
8:00 PM – 8:10 PM | Tom McDermott, Systems Engineering Research Center, Stevens Institute of Technology
Optimizing Systems Engineering Workflows through Novel Application of Large Language Models in Generative Design
8:10 PM – 8:40 PM | Edward Serzo, Ryan Pykor, Nolan Peterson, System Strategy, Inc.
Generative Artificial Intelligence: The Future of Model-Based Systems Engineering
8:40 PM – 9:10 PM | Thomas Heckwolf, Patrick Buckle, Integration Innovation, Inc. (i3)
Demonstration of How to Use AI-Based Tools for Systems Engineers
9:10 PM – 9:40 PM | Christopher Helmerich, Jared Fuchs, Ian Slamen, Celedon Solutions
Balancing the Risk-Opportunity Dilemma in the Design of Autonomous Robotic Systems using an Integrated Data-Driven and Model-Based Approach
9:40 PM – 10:10 PM | John S. Baras, Erfaun Noorani, Sai Sandeep Damera, Praveen Kumar, University of Maryland
DOWNLOAD PRESENTATION
Closed Systems Engineering for Artificial Intelligent Systems
10:10 PM – 10:40 PM | Niloofar Shadab, Tyler Cody, Alejandro Salado, Peter Beling, Virginia Tech
Hiring Trained Animals: Generative AI Patterns and Practices for Systems Engineering
10:40 PM – 11:10 PM | Dr. Barclay Brown, Collins Aerospace
An MBSE Led ML Based Approach to Electric Vehicle Design, Development and Virtual Validation
11:10 PM – 11:40 PM | Aniruddha Mukhopadhyay, Tushar Sambharam, Ankit Adhiya, et. al, Ansys, Inc.
11:40 PM – 12:00 AM | Day-1 Wrap-up & Open Discussions
INCOSE Welcome
8:00 AM – 8:10 AM | Ramakrishnan Raman, Honeywell Aerospace
Cost-Aware Bayesian Agents for Human-AI Teaming
8:10 AM – 8:40 AM | Zhenghui Sha, Siyu Chen, University of Texas at Austin
SE in the Era of Human-Machine Teaming Roadmap for AI and SE
8:40 AM – 9:10 AM | Tom McDermott, Systems Engineering Research Center
Streamlining Requirement Management with AI
9:10 AM – 9:40 AM | Michael Jordan, Steven Dam, Lilleigh Stevie, Amir Abrari, SPEC Innovations
Application of Machine Learning in Collision Risk Safety Analysis
9:40 AM – 10:10 AM | John Shortle, Shahab Aref, Jie Xu, et. al, George Mason University
Systems Engineering Applied to AI in Context of Cyber-Physical Systems
10:10 AM – 10:40 AM | Robin Yeman, Carnegie Mellon SEI
Insights from Multidisciplinary Research on Assessment of AI Systems
10:40 AM – 11:10 AM | Bryan Mesmer, Kristin Weger, Vineetha Menon et. al, University of Alabama in Huntsville (UAH)
Developing Artificial Intelligence in Lunar Operations
11:10 AM – 11:40 AM | Ronald H. Freeman, Space Operations and Support Technical Committee AIAA