{"id":206823,"date":"2025-02-20T06:14:45","date_gmt":"2025-02-20T12:14:45","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/02\/how-topology-drives-complexity-in-brain-climate-and-ai"},"modified":"2025-02-20T06:14:45","modified_gmt":"2025-02-20T12:14:45","slug":"how-topology-drives-complexity-in-brain-climate-and-ai","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/02\/how-topology-drives-complexity-in-brain-climate-and-ai","title":{"rendered":"How topology drives complexity in brain, climate and AI"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/how-topology-drives-complexity-in-brain-climate-and-ai.jpg\"><\/a><\/p>\n<p>A study led by Professor Ginestra Bianconi from Queen Mary University of London, in collaboration with international researchers, has unveiled a transformative framework for understanding complex systems.<\/p>\n<p>Published in <i>Nature Physics<\/i>, this <a href=\"https:\/\/www.nature.com\/articles\/s41567-024-02757-w\" target=\"_blank\">paper<\/a> establishes the new field of higher-order topological dynamics, revealing how the hidden geometry of networks shapes everything from brain activity to <a href=\"https:\/\/phys.org\/tags\/artificial+intelligence\/\" rel=\"tag\" class=\"\">artificial intelligence<\/a>.<\/p>\n<p>\u201cComplex systems like the brain, climate, and next-generation artificial intelligence rely on interactions that extend beyond simple pairwise relationships. Our study reveals the critical role of higher-order networks, structures that capture multi-body interactions, in shaping the dynamics of such systems,\u201d said Professor Bianconi.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A study led by Professor Ginestra Bianconi from Queen Mary University of London, in collaboration with international researchers, has unveiled a transformative framework for understanding complex systems. Published in Nature Physics, this paper establishes the new field of higher-order topological dynamics, revealing how the hidden geometry of networks shapes everything from brain activity to artificial [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[493,6],"tags":[],"class_list":["post-206823","post","type-post","status-publish","format-standard","hentry","category-climatology","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/206823","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/427"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=206823"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/206823\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=206823"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=206823"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=206823"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}