{"id":7329,"date":"2025-09-01T06:06:00","date_gmt":"2025-08-31T21:06:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7329"},"modified":"2025-08-23T21:08:54","modified_gmt":"2025-08-23T12:08:54","slug":"from-ai-for-science-to-agentic-science-a-survey-on-autonomous-scientific-discovery","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7329","title":{"rendered":"From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery\u00a0<\/strong>[90.6]<br>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8AI\u306f\u4eee\u8aac\u751f\u6210\u3001\u5b9f\u9a13\u8a2d\u8a08\u3001\u5b9f\u884c\u3001\u5206\u6790\u3001\u53cd\u5fa9\u7684\u6d17\u7df4\u306e\u80fd\u529b\u3092\u793a\u3059\u3002 \u3053\u306e\u8abf\u67fb\u306f\u3001\u751f\u547d\u79d1\u5b66\u3001\u5316\u5b66\u3001\u6750\u6599\u79d1\u5b66\u3001\u7269\u7406\u5b66\u306b\u307e\u305f\u304c\u308b\u81ea\u5f8b\u7684\u306a\u79d1\u5b66\u7684\u767a\u898b\u306e\u30c9\u30e1\u30a4\u30f3\u6307\u5411\u306e\u30ec\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2508.14111v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2508.14111v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 18 Aug 2025 05:25:54 GMT)<\/li>\n\n\n\n<li>\u6700\u8fd1\u6d41\u884c\u308a\u306e\u79d1\u5b66\u306e\u305f\u3081\u306eAI\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002\u300c(i) trace the evolution of AI for Science, (ii) identify five core capabilities underpinning scientific agency, (iii) model discovery as a dynamic four-stage workflow, (iv) review applications across life sciences, chemistry, materials science, and physics, and (v) synthesize key challenges and future opportunities. This work establishes a domain-oriented synthesis of autonomous scientific discovery and positions Agentic Science as a structured paradigm for advancing AI-driven research.\u300d\u3068\u5e83\u7bc4\u306a\u5185\u5bb9\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/agenticscience.github.io\/\">From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery<\/a>\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/AgenticScience\/Awesome-Agent-Scientists\">GitHub &#8211; AgenticScience\/Awesome-Agent-Scientists<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[387,623],"class_list":["post-7329","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7329","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7329"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7329\/revisions"}],"predecessor-version":[{"id":7330,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7329\/revisions\/7330"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7329"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7329"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7329"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}