{"id":194842,"date":"2026-03-11T11:01:00","date_gmt":"2026-03-11T15:01:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/03\/11\/from-models-to-meaningful-action-for-large-cyber-physical-systems-wm-news\/"},"modified":"2026-03-11T11:05:10","modified_gmt":"2026-03-11T15:05:10","slug":"from-models-to-meaningful-action-for-large-cyber-physical-systems-wm-news","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/03\/11\/from-models-to-meaningful-action-for-large-cyber-physical-systems-wm-news\/","title":{"rendered":"From models to meaningful action for large cyber-physical systems \u2013 W&#038;M News"},"content":{"rendered":"<p><a href=\"https:\/\/news.wm.edu\/2026\/03\/11\/ai-for-social-impact-from-models-to-meaningful-action-for-large-cyber-physical-systems\/\">From models to meaningful action for large cyber-physical systems \u2013 W&#038;M News<\/a><\/p>\n<p><a href=\"https:\/\/news.wm.edu\/2026\/03\/11\/ai-for-social-impact-from-models-to-meaningful-action-for-large-cyber-physical-systems\/\">https:\/\/news.wm.edu\/2026\/03\/11\/ai-for-social-impact-from-models-to-meaningful-action-for-large-cyber-physical-systems\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-03-11 11:01:00<\/a><\/p>\n<p>Source Domain: <a href=\"news.wm.edu\">news.wm.edu<\/a><\/p>\n<ul>\n<li>A new wave of artificial intelligence aims to guide human decision-making in unpredictable real-world scenarios where digital and physical systems intersect.<\/li>\n<li>Ayan Mukhopadhyay, an assistant professor of computer science at William &amp; Mary, has been involved in developing AI techniques to solve real-world problems for over a decade.<\/li>\n<li>Mukhopadhyay\u2019s current projects aim to leverage AI for disaster response and local community challenges with the help of NSF grants.<\/li>\n<li>One significant project seeks to optimize flood response strategies for Virginia Beach by predicting infrastructure failures using data from past flood events.<\/li>\n<li>Mukhopadhyay is also developing AI methods to automatically detect illegal road closures in Nashville by analyzing traffic speed data.<\/li>\n<li>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.<\/li>\n<li>Mukhopadhyay\u2019s initiatives reflect William &amp; Mary\u2019s commitment to public service and research addressing society\u2019s pressing challenges through applied AI.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>From models to meaningful action for large cyber-physical systems \u2013 W&#038;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:&#8230;<\/p>\n","protected":false},"author":1,"featured_media":194843,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/wmit-news-prod.s3.amazonaws.com\/wp-content\/uploads\/2026\/03\/11105028\/ayan-1260-1080x720.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-194842","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/194842"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=194842"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/194842\/revisions"}],"predecessor-version":[{"id":194844,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/194842\/revisions\/194844"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/194843"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=194842"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=194842"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=194842"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}