{"id":198214,"date":"2024-10-24T04:24:34","date_gmt":"2024-10-24T09:24:34","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/10\/ai-model-improves-4d-stem-imaging-for-delicate-materials"},"modified":"2024-10-24T04:24:34","modified_gmt":"2024-10-24T09:24:34","slug":"ai-model-improves-4d-stem-imaging-for-delicate-materials","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/10\/ai-model-improves-4d-stem-imaging-for-delicate-materials","title":{"rendered":"AI model improves 4D STEM imaging for delicate materials"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/ai-model-improves-4d-stem-imaging-for-delicate-materials3.jpg\"><\/a><\/p>\n<p>Researchers at Monash University have developed an artificial intelligence (AI) model that significantly improves the accuracy of four-dimensional scanning transmission electron microscopy (4D STEM) images.<\/p>\n<p>Called unsupervised deep denoising, this model could be a game-changer for studying materials that are easily damaged during imaging, like those used in batteries and <a href=\"https:\/\/phys.org\/tags\/solar+cells\/\" rel=\"tag\" class=\"\">solar cells<\/a>.<\/p>\n<p><a href=\"https:\/\/doi.org\/10.1038\/s41524-024-01428-x\" target=\"_blank\">The research<\/a> from Monash University\u2019s School of Physics and Astronomy, and the Monash Center of Electron Microscopy, presents a novel machine learning method for denoising large electron microscopy datasets. The study was published in npj Computational Materials.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Researchers at Monash University have developed an artificial intelligence (AI) model that significantly improves the accuracy of four-dimensional scanning transmission electron microscopy (4D STEM) images. Called unsupervised deep denoising, this model could be a game-changer for studying materials that are easily damaged during imaging, like those used in batteries and solar cells. The research from [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,1633,17],"tags":[],"class_list":["post-198214","post","type-post","status-publish","format-standard","hentry","category-robotics-ai","category-solar-power","category-sustainability"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/198214","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\/427"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=198214"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/198214\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=198214"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=198214"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=198214"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}