From models to meaningful action for large cyber-physical systems – W&M News

From models to meaningful action for large cyber-physical systems – W&M News

From models to meaningful action for large cyber-physical systems – W&M News

https://news.wm.edu/2026/03/11/ai-for-social-impact-from-models-to-meaningful-action-for-large-cyber-physical-systems/

Publish Date: 2026-03-11 11:01:00

Source Domain: news.wm.edu

  • A new wave of artificial intelligence aims to guide human decision-making in unpredictable real-world scenarios where digital and physical systems intersect.
  • Ayan Mukhopadhyay, an assistant professor of computer science at William & Mary, has been involved in developing AI techniques to solve real-world problems for over a decade.
  • Mukhopadhyay’s current projects aim to leverage AI for disaster response and local community challenges with the help of NSF grants.
  • One significant project seeks to optimize flood response strategies for Virginia Beach by predicting infrastructure failures using data from past flood events.
  • Mukhopadhyay is also developing AI methods to automatically detect illegal road closures in Nashville by analyzing traffic speed data.
  • The RAIL Lab (Robust and Adaptive Intelligence Lab) is being established to focus on the development of AI techniques for large cyber-physical systems and real-world problem-solving.
  • Mukhopadhyay’s initiatives reflect William & Mary’s commitment to public service and research addressing society’s pressing challenges through applied AI.