{"id":3922853,"date":"2025-11-18T11:03:19","date_gmt":"2025-11-18T16:03:19","guid":{"rendered":"http:\/\/mikedyess.info\/para\/machine-learning-framework-can-scan-for-signs-of-extraterrestrial-life\/"},"modified":"2025-11-18T11:03:19","modified_gmt":"2025-11-18T16:03:19","slug":"machine-learning-framework-can-scan-for-signs-of-extraterrestrial-life","status":"publish","type":"post","link":"http:\/\/mikedyess.info\/para\/machine-learning-framework-can-scan-for-signs-of-extraterrestrial-life\/","title":{"rendered":"Machine learning framework can scan for signs of extraterrestrial life"},"content":{"rendered":"<div>A machine learning framework can distinguish molecules made by biological processes from those formed through non-biological processes and could be used to analyze samples returned by current and future planetary missions. The findings are published in the journal PNAS Nexus.<\/div>\n<p><a target=\"_blank\" href=\"https:\/\/phys.org\/news\/2025-11-machine-framework-scan-extraterrestrial-life.html\" target=\"_blank\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A machine learning framework can distinguish molecules made by biological processes from those formed through non-biological processes and could be used to analyze samples returned by current and future planetary missions. The findings are published in the journal PNAS Nexus. <\/p>\n<p>Go to Source<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36],"tags":[],"class_list":["post-3922853","post","type-post","status-publish","format-standard","hentry","category-astronomy","odd"],"_links":{"self":[{"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/posts\/3922853","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/comments?post=3922853"}],"version-history":[{"count":0,"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/posts\/3922853\/revisions"}],"wp:attachment":[{"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/media?parent=3922853"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/categories?post=3922853"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/tags?post=3922853"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}