{"id":167636,"date":"2023-07-16T04:22:58","date_gmt":"2023-07-16T09:22:58","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/07\/generative-ai-fools-scientists-with-artificial-data-bringing-automated-data-analysis-closer"},"modified":"2023-07-16T04:22:58","modified_gmt":"2023-07-16T09:22:58","slug":"generative-ai-fools-scientists-with-artificial-data-bringing-automated-data-analysis-closer","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/07\/generative-ai-fools-scientists-with-artificial-data-bringing-automated-data-analysis-closer","title":{"rendered":"Generative AI \u2018fools\u2019 scientists with artificial data, bringing automated data analysis closer"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/generative-ai-fools-scientists-with-artificial-data-bringing-automated-data-analysis-closer3.jpg\"><\/a><\/p>\n<p>The same AI technology used to mimic human art can now synthesize artificial scientific data, advancing efforts toward fully automated data analysis.<\/p>\n<p>Researchers at the University of Illinois Urbana-Champaign have developed an AI that generates artificial data from microscopy experiments commonly used to characterize atomic-level material structures. Drawing from the technology underlying art generators, the AI allows the researchers to incorporate <a href=\"https:\/\/techxplore.com\/tags\/background+noise\/\" rel=\"tag\" class=\"\">background noise<\/a> and experimental imperfections into the generated data, allowing material features to be detected much faster and more efficiently than before.<\/p>\n<p>The study, \u201cLeveraging generative adversarial networks to create realistic scanning transmission electron microscopy images,\u201d was published in the journal <i>npj Computational Materials.<\/i><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The same AI technology used to mimic human art can now synthesize artificial scientific data, advancing efforts toward fully automated data analysis. Researchers at the University of Illinois Urbana-Champaign have developed an AI that generates artificial data from microscopy experiments commonly used to characterize atomic-level material structures. Drawing from the technology underlying art generators, the [\u2026]<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1635,6],"tags":[],"class_list":["post-167636","post","type-post","status-publish","format-standard","hentry","category-materials","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/167636","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\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=167636"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/167636\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=167636"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=167636"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=167636"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}