{"id":180556,"date":"2024-01-15T15:25:02","date_gmt":"2024-01-15T21:25:02","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/01\/probing-the-chemical-reactome-with-high-throughput-experimentation-data"},"modified":"2024-01-15T15:25:02","modified_gmt":"2024-01-15T21:25:02","slug":"probing-the-chemical-reactome-with-high-throughput-experimentation-data","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/01\/probing-the-chemical-reactome-with-high-throughput-experimentation-data","title":{"rendered":"Probing the chemical \u2018reactome\u2019 with high-throughput experimentation data"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/probing-the-chemical-reactome-with-high-throughput-experimentation-data2.jpg\"><\/a><\/p>\n<p>Using #AI to define the chemical \u201creactome\u201d\u2014the important functional sites in small molecules.<\/p>\n<hr>\n<p>High-throughput experimentation (HTE) has great utility for chemical synthesis. However, robust interpretation of high-throughput data remains a challenge. Now, a flexible analyser has been developed on the basis of a machine learning-statistical analysis framework, which can reveal hidden chemical insights from historical HTE data of varying scopes, sizes and biases.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Using #AI to define the chemical \u201creactome\u201d\u2014the important functional sites in small molecules. High-throughput experimentation (HTE) has great utility for chemical synthesis. However, robust interpretation of high-throughput data remains a challenge. Now, a flexible analyser has been developed on the basis of a machine learning-statistical analysis framework, which can reveal hidden chemical insights from historical [\u2026]<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19,6],"tags":[],"class_list":["post-180556","post","type-post","status-publish","format-standard","hentry","category-chemistry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/180556","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\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=180556"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/180556\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=180556"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=180556"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=180556"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}