{"id":8096,"date":"2025-04-16T16:54:59","date_gmt":"2025-04-16T16:54:59","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2025\/04\/16\/predicting-material-failure-machine-learning-spots-early-abnormal-grain-growth-signs-for-safer-designs-tech-xplore\/"},"modified":"2025-04-16T16:54:59","modified_gmt":"2025-04-16T16:54:59","slug":"predicting-material-failure-machine-learning-spots-early-abnormal-grain-growth-signs-for-safer-designs-tech-xplore","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2025\/04\/16\/predicting-material-failure-machine-learning-spots-early-abnormal-grain-growth-signs-for-safer-designs-tech-xplore\/","title":{"rendered":"Predicting material failure: Machine learning spots early abnormal grain growth signs for safer designs &#8211; Tech Xplore"},"content":{"rendered":"<p>Author: <\/p>\n<div><a href=\"https:\/\/news.google.com\/rss\/articles\/CBMihwFBVV95cUxOUzctQW9lWmxTbjBHTnlYTFU5WkR1RzJsdDVhSmhxMF9naldFNnVFY0tYd25IQkQwR05SQ3Q5eW1tMGdyNVhtUURmMnRtcmk4N0ZZT01lSlhVSGl6R0NqblBTUUp2Nkg5OWdUR3NBSGc2ZFlaTFVHMHNlYjhRRXJlNEtKYmlNX2vSAYYBQVVfeXFMTTJiTkpaTHMwUEp2Rnk2dkEwSG5mZHNYS0p1UURTV2JKbXVrMFVsRHVYTjctQnNvZkNaYUdSNllDWFhHUDhUY25WYzRHaTZyUDlZMjdoMGNaTlY2clEyQnFrTjR1Z2hTWWxBd3ZFakNGLUpzaC1waWZFRTVSSUNmNXEyeElOOGc?oc=5\" target=\"_blank\" rel=\"noopener\">Predicting material failure: Machine learning spots early abnormal grain growth signs for safer designs<\/a>\u00a0\u00a0<font color=\"#6f6f6f\">Tech Xplore<\/font><\/div>\n<p><a href=\"https:\/\/news.google.com\/rss\/articles\/CBMihwFBVV95cUxOUzctQW9lWmxTbjBHTnlYTFU5WkR1RzJsdDVhSmhxMF9naldFNnVFY0tYd25IQkQwR05SQ3Q5eW1tMGdyNVhtUURmMnRtcmk4N0ZZT01lSlhVSGl6R0NqblBTUUp2Nkg5OWdUR3NBSGc2ZFlaTFVHMHNlYjhRRXJlNEtKYmlNX2vSAYYBQVVfeXFMTTJiTkpaTHMwUEp2Rnk2dkEwSG5mZHNYS0p1UURTV2JKbXVrMFVsRHVYTjctQnNvZkNaYUdSNllDWFhHUDhUY25WYzRHaTZyUDlZMjdoMGNaTlY2clEyQnFrTjR1Z2hTWWxBd3ZFakNGLUpzaC1waWZFRTVSSUNmNXEyeElOOGc?oc=5&#038;hl=en-US&#038;gl=US&#038;ceid=US:en\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Predicting material failure: Machine learning spots early abnormal grain growth signs for safer designs\u00a0\u00a0Tech Xplore Go to Source<\/p>\n","protected":false},"author":1,"featured_media":468,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[24],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/8096"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=8096"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/8096\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/469"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=8096"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=8096"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=8096"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}