{"id":229037,"date":"2026-01-14T17:04:15","date_gmt":"2026-01-14T23:04:15","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/01\/ai-and-high-throughput-testing-reveal-stability-limits-in-organic-redox-flow-batteries"},"modified":"2026-01-14T17:04:15","modified_gmt":"2026-01-14T23:04:15","slug":"ai-and-high-throughput-testing-reveal-stability-limits-in-organic-redox-flow-batteries","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/01\/ai-and-high-throughput-testing-reveal-stability-limits-in-organic-redox-flow-batteries","title":{"rendered":"AI and high-throughput testing reveal stability limits in organic redox flow batteries"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/ai-and-high-throughput-testing-reveal-stability-limits-in-organic-redox-flow-batteries.jpg\"><\/a><\/p>\n<p>In numerous scientific fields, high-throughput experimentation methods combined with artificial intelligence (AI) show great promise to accelerate innovation and scientific discovery.<\/p>\n<p>Case in point: In just five months, researchers at the U.S. Department of Energy\u2019s (DOE) Argonne National Laboratory used robotics, automation and AI to conduct more than 6,000 experiments on chemicals in a type of rechargeable energy storage called organic redox flow batteries (RFBs). Such a monumental effort would have taken five to eight years with traditional experimentation.<\/p>\n<p>Organic RFBs use carbon-based\u2014that is, organic\u2014molecules instead of traditional metal ions. Through their work, the researchers made a crucial finding about these batteries: A fundamental barrier at the molecular level limits their stability. The insight is expected to inspire exciting new directions in battery chemical research.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In numerous scientific fields, high-throughput experimentation methods combined with artificial intelligence (AI) show great promise to accelerate innovation and scientific discovery. Case in point: In just five months, researchers at the U.S. Department of Energy\u2019s (DOE) Argonne National Laboratory used robotics, automation and AI to conduct more than 6,000 experiments on chemicals in a type [\u2026]<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19,6],"tags":[],"class_list":["post-229037","post","type-post","status-publish","format-standard","hentry","category-chemistry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/229037","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=229037"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/229037\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=229037"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=229037"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=229037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}