{"id":288333,"date":"2026-07-11T11:30:00","date_gmt":"2026-07-11T15:30:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/07\/11\/clarkson-researchers-develop-artificial-intelligence-tool-education\/"},"modified":"2026-07-11T12:35:12","modified_gmt":"2026-07-11T16:35:12","slug":"clarkson-researchers-develop-artificial-intelligence-tool-education","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/07\/11\/clarkson-researchers-develop-artificial-intelligence-tool-education\/","title":{"rendered":"Clarkson researchers develop artificial intelligence tool | Education"},"content":{"rendered":"

Clarkson researchers develop artificial intelligence tool | Education<\/a><\/p>\n

https:\/\/www.nny360.com\/communitynews\/education\/clarkson-researchers-develop-artificial-intelligence-tool\/article_c74f61ed-d73f-5d54-b894-6063d94cab97.html<\/a><\/p>\n

Publish Date: 2026-07-11 11:30:00<\/a><\/p>\n

Source Domain: www.nny360.com<\/a><\/p>\n

POTSDAM \u2014 Clarkson University researchers have developed KANDy, an artificial intelligence tool that can uncover the mathematical equations governing complex and chaotic systems directly from data.<\/p>\n

The technology, called KANDy \u2014 short for Kolmogorov-Arnold Networks for Dynamics \u2014 is designed to help scientists understand systems that are difficult to describe using traditional methods because they are noisy, nonlinear or highly unpredictable.<\/p>\n

The majority of AI models excel at making predictions but often operate as “black boxes,” offering little insight into why they behave as they do. KANDy takes a different approach. Rather than just providing the prediction of future actions, KANDy aims to understand the equations that are governing the phenomenon.<\/p>\n

Researchers can feed KANDy data from a complex physical system, and the model attempts to identify the mathematical rules driving that system’s behavior. The result is an AI model that is both predictive and interpretable.<\/p>\n

The new framework builds on a class of neural networks known as Kolmogorov-Arnold Networks, or KANs. By adapting the technology specifically for dynamical systems, the researchers created a model capable of discovering governing equations even in cases where existing equation-discovery methods fail.<\/p>\n

The study was conducted by Research Associate Kevin Slote and Electrical and Computer Engineering Research Assistant Professor Jeremie Fish, led by Erik Bollt, who tested KANDy on a variety of challenging problems, including discrete and continuous dynamical systems and chaotic partial differential equations. The model also successfully recovered important topological structure in a mathematical object known as the Hopf Fibration, demonstrating its ability to capture deeper properties of complex systems.<\/p>\n

The research highlights KANDy’s potential for data-driven modeling…<\/p>\n

Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Clarkson researchers develop artificial intelligence tool | Education https:\/\/www.nny360.com\/communitynews\/education\/clarkson-researchers-develop-artificial-intelligence-tool\/article_c74f61ed-d73f-5d54-b894-6063d94cab97.html Publish Date: 2026-07-11 11:30:00 Source Domain:…<\/p>\n","protected":false},"author":1,"featured_media":288334,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/bloximages.newyork1.vip.townnews.com\/nny360.com\/content\/tncms\/assets\/v3\/editorial\/c\/dc\/cdce022c-0bda-52ca-bd42-042a1f099f57\/6a5262c1af992.image.png?crop=1809%2C950%2C0%2C98&resize=1200%2C630&order=crop%2Cresize","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-288333","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/288333"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=288333"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/288333\/revisions"}],"predecessor-version":[{"id":288335,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/288333\/revisions\/288335"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/288334"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=288333"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=288333"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=288333"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}