{"id":201443,"date":"2024-12-12T16:56:28","date_gmt":"2024-12-12T22:56:28","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/12\/quantum-algorithms-can-break-generative-ai-bottlenecks"},"modified":"2024-12-12T16:56:28","modified_gmt":"2024-12-12T22:56:28","slug":"quantum-algorithms-can-break-generative-ai-bottlenecks","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/12\/quantum-algorithms-can-break-generative-ai-bottlenecks","title":{"rendered":"Quantum algorithms can break generative AI bottlenecks"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/quantum-algorithms-can-break-generative-ai-bottlenecks2.jpg\"><\/a><\/p>\n<p>Finding a reasonable hypothesis can pose a challenge when there are thousands of possibilities. This is why Dr. Joseph Sang-II Kwon is trying to make hypotheses in a generalizable and systematic manner.<\/p>\n<p>Kwon, an associate professor in the Artie McFerrin Department of Chemical Engineering at Texas A&amp;M University, published his <a href=\"https:\/\/www.nature.com\/articles\/s44286-024-00142-1\" target=\"_blank\">work<\/a> on blending traditional physics-based scientific models with <a href=\"https:\/\/phys.org\/tags\/experimental+data\/\" rel=\"tag\" class=\"\">experimental data<\/a> to accurately predict hypotheses in the journal Nature Chemical Engineering.<\/p>\n<p>Kwon\u2019s research extends beyond the realm of traditional chemical engineering. By connecting physical laws with machine learning, his work could impact <a href=\"https:\/\/phys.org\/tags\/renewable+energy\/\" rel=\"tag\" class=\"\">renewable energy<\/a>, smart manufacturing, and health care, outlined in his recent paper, \u201cAdding big data into the equation.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Finding a reasonable hypothesis can pose a challenge when there are thousands of possibilities. This is why Dr. Joseph Sang-II Kwon is trying to make hypotheses in a generalizable and systematic manner. Kwon, an associate professor in the Artie McFerrin Department of Chemical Engineering at Texas A&amp;M University, published his work on blending traditional physics-based [\u2026]<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19,1495,41,1617,6,17],"tags":[],"class_list":["post-201443","post","type-post","status-publish","format-standard","hentry","category-chemistry","category-health","category-information-science","category-quantum-physics","category-robotics-ai","category-sustainability"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/201443","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\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=201443"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/201443\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=201443"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=201443"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=201443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}