{"id":306033,"date":"2017-04-25T07:07:12","date_gmt":"2017-04-25T11:07:12","guid":{"rendered":"http:\/\/spaceweekly.com\/?guid=ba391cecc648694b99e5af2012f36526"},"modified":"2017-04-25T07:07:12","modified_gmt":"2017-04-25T11:07:12","slug":"machine-learning-dramatically-streamlines-search-for-more-efficient-chemical-reactions","status":"publish","type":"post","link":"https:\/\/spaceweekly.com\/?p=306033","title":{"rendered":"Machine learning dramatically streamlines search for more efficient chemical reactions"},"content":{"rendered":"<p>Even a simple chemical reaction can be surprisingly complicated. That&#8217;s especially true for reactions involving catalysts, which speed up the chemistry that makes fuel, fertilizer and other industrial goods. In theory, a catalytic reaction may follow thousands of possible paths, and it can take years to identify which one it actually takes so scientists can tweak it and make it more efficient.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Even a simple chemical reaction can be surprisingly complicated. That&#8217;s especially true for reactions involving catalysts, which speed up the chemistry that makes fuel, fertilizer and other industrial goods. In theory, a catalytic reaction may follow t&#8230;<\/p>\n","protected":false},"author":0,"featured_media":615444,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-306033","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/306033","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=306033"}],"version-history":[{"count":1,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/306033\/revisions"}],"predecessor-version":[{"id":306034,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/306033\/revisions\/306034"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/media\/615444"}],"wp:attachment":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=306033"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=306033"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=306033"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}