{"id":269555,"date":"2025-11-21T09:38:59","date_gmt":"2025-11-21T01:38:59","guid":{"rendered":"http:\/\/www.cailiaoniu.com\/?p=269555"},"modified":"2025-11-21T09:38:59","modified_gmt":"2025-11-21T01:38:59","slug":"ai%e8%b5%8b%e8%83%bd%e6%9d%90%e6%96%99%e5%90%88%e6%88%90%ef%bc%9a%e5%8c%97%e4%ba%ac%e7%90%86%e5%b7%a5%e5%a4%a7%e5%ad%a6%e5%9b%a2%e9%98%9f%e5%8f%91%e5%b8%83%e9%ab%98%e7%b2%be%e5%ba%a6%e7%9a%84%e9%87%8f","status":"publish","type":"post","link":"http:\/\/www.cailiaoniu.com\/?p=269555","title":{"rendered":"AI\u8d4b\u80fd\u6750\u6599\u5408\u6210\uff1a\u5317\u4eac\u7406\u5de5\u5927\u5b66\u56e2\u961f\u53d1\u5e03\u9ad8\u7cbe\u5ea6\u7684\u91cf\u5b50\u70b9\u5408\u6210\u6a21\u578b"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p><strong>\u80cc\u666f\u4ecb\u7ecd\uff1a<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u91cf\u5b50\u70b9\u662f\u7eb3\u7c73\u5c3a\u5bf8\u7684\u534a\u5bfc\u4f53\u6676\u4f53\uff0c\u5177\u6709\u4f18\u5f02\u7684\u5149\u7535\u6548\u5e94\uff0c\u5728\u65b0\u578b\u663e\u793a\u3001\u751f\u7269\u533b\u5b66\u3001\u7ea2\u5916\u4f20\u611f\u3001\u91cf\u5b50\u5149\u6e90\u7b49\u9886\u57df\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u91cf\u5b50\u70b9\u7684\u5408\u6210\u662f\u5176\u5e94\u7528\u7684\u57fa\u77f3\u30022023\u5e74\u8bfa\u8d1d\u5c14\u5316\u5b66\u5956\u6388\u4e88\u4e86Moungi G. 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Ekimov\uff0c\u4ee5\u8868\u5f70\u4ed6\u4eec\u5728\u53d1\u73b0\u548c\u5408\u6210\u91cf\u5b50\u70b9\u65b9\u9762\u6240\u4f5c\u51fa\u7684\u5353\u8d8a\u8d21\u732e\u3002\u7ecf\u8fc7\u591a\u5e74\u7684\u53d1\u5c55\uff0c\u91cf\u5b50\u70b9\u7684\u5408\u6210\u6280\u672f\u5df2\u5f00\u59cb\u8fdb\u5165\u89c4\u6a21\u5316\u751f\u4ea7\u9636\u6bb5\uff0c\u7136\u800c\uff0c\u524d\u671f\u7814\u53d1\u4e3b\u8981\u4f9d\u8d56\u4e8e\u201c\u8bd5\u9519-\u5b9e\u9a8c\u201d\u7684\u65b9\u5f0f\uff0c\u5982\u4f55\u5229\u7528AI\u5de5\u5177\u52a0\u901f\u91cf\u5b50\u70b9\u5408\u6210\u6280\u672f\u7684\u5f00\u53d1\uff0c\u5df2\u6210\u4e3a\u5907\u53d7\u5173\u6ce8\u7684\u524d\u6cbf\u8bfe\u9898\u3002<\/p>\n\n\n\n<p>\u6700\u8fd1\uff0c\u5317\u4eac\u7406\u5de5\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u5728\u201c<strong>AI+\u91cf\u5b50\u70b9<\/strong>\u201d\u7684\u4ea4\u53c9\u7814\u7a76\u65b9\u9762\u53d6\u5f97\u91cd\u8981\u8fdb\u5c55\u3002\u4ed6\u4eec\u901a\u8fc7\u5efa\u7acb\u4e00\u4e2a\u5305\u542b\u591a\u79cd\u80f6\u4f53\u91cf\u5b50\u70b9\u6750\u6599\u3001\u6db5\u76d6\u4e86\u524d\u9a71\u4f53\u3001\u914d\u4f53\u3001\u6eb6\u5242\u3001\u53cd\u5e94\u6e29\u5ea6\u548c\u65f6\u95f4\u7b49\u5173\u952e<strong>\u5408\u6210\u53c2\u6570\u7684\u7efc\u5408\u6570\u636e\u5e93<\/strong>\uff0c\u6784\u5efa\u4e86\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c<strong>\u5b9e\u73b0\u4e86\u5bf9\u91cf\u5b50\u70b9\u5c3a\u5bf8\u548c\u5f62\u8c8c\u7684\u7cbe\u51c6\u9884\u6d4b\u4e0e\u5206\u6790<\/strong>\u3002\u8fd1\u65e5\uff0c\u8be5\u7814\u7a76\u7ed3\u679c\u4ee5\u300aDeep Learning Models for Colloidal Nanocrystal Synthesis\u300b\u4e3a\u9898\u53d1\u8868\u5728ACS Nano\u671f\u520a\u4e0a\u3002\u5317\u4eac\u7406\u5de5\u5927\u5b66\u535a\u58eb\u540e\u987e\u51ef\u3001\u8ba1\u7b97\u673a\u5b66\u9662\u535a\u58eb\u751f\u6881\u745b\u5e73\u4e3a\u8bba\u6587\u7684\u5171\u540c\u7b2c\u4e00\u4f5c\u8005\u3002\u6750\u6599\u5b66\u9662\u949f\u6d77\u653f\u6559\u6388\u4e0e\u8ba1\u7b97\u673a\u5b66\u9662\u4ed8\u83b9\u6559\u6388\u4e3a\u5171\u540c\u901a\u8baf\u4f5c\u8005\u3002\u8be5\u7814\u7a76\u5de5\u4f5c\u5f97\u5230\u4e86\u5f20\u519b\u9662\u58eb\u3001\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u5b59\u5fd7\u6885\u6559\u6388\u3001\u7f2a\u5976\u534e\u6559\u6388\u7684\u6307\u5bfc\u4e0e\u652f\u6301\u4ee5\u53ca\u56fd\u5bb6\u81ea\u7136\u57fa\u91d1\uff08U23A20683, H.Z.\uff09\u548c\u5317\u4eac\u5e02\u81ea\u7136\u57fa\u91d1\uff08Z210018, H.Z.\uff09\u7684\u652f\u6301\u3002<\/p>\n\n\n\n<p><strong>\u6b63\u6587\uff1a<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u8be5\u7814\u7a76\u5de5\u4f5c\u4e3b\u8981\u5305\u542b\u4e24\u4e2a\u6838\u5fc3\u90e8\u5206\uff1a\u9ad8\u901a\u91cf\u5b9e\u9a8c\u6570\u636e\u7684\u81ea\u52a8\u89e3\u6790\u548c\u5408\u6210\u7ed3\u679c\u7684\u6df1\u5ea6\u5b66\u4e60\u9884\u6d4b\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u57fa\u7840\uff1a\u5efa\u7acb\u9ad8\u901a\u91cf\u5b9e\u9a8c\u6570\u636e\u5e93\u4e0e\u56fe\u50cf\u81ea\u52a8\u89e3\u6790<\/strong><\/li>\n<\/ol>\n\n\n\n<p>\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\u4f9d\u8d56\u4e8e\u5927\u89c4\u6a21\u3001\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u3002\uff081\uff09\u9996\u5148\u4ece\u5927\u91cf\u6587\u732e\u548c\u5b9e\u9a8c\u4e2d\u6574\u7406\u3001\u6784\u5efa\u4e86\u4e24\u4e2a\u5173\u952e\u6570\u636e\u96c6\uff1a3508\u6761\u6db5\u76d6348\u79cd\u91cf\u5b50\u70b9\u7684\u5408\u6210\u914d\u65b9\u6570\u636e\u96c6\uff08\u56fe1\uff09\uff1b\u4e0e\u914d\u65b9\u5bf9\u5e94\u76841.2\u4e07\u5f20\u5305\u542b\u7ea6120\u4e07\u4e2a\u91cf\u5b50\u70b9\u7684\u900f\u5c04\u7535\u955c\u7535\u955c\u56fe\u50cf\uff08TEM\uff09\u6570\u636e\u96c6\u3002\uff082\uff09\u5f00\u53d1\u4e86\u4e00\u4e2a\u9ad8\u7cbe\u5ea6\u7684\u56fe\u50cf\u5206\u5272\u6a21\u578b\uff08\u56fe2\uff09\uff0c\u91c7\u7528\u534a\u76d1\u7763\u5b66\u4e60\u7b56\u7565\uff0c\u80fd\u591f\u4ece\u5c11\u91cf\u6807\u6ce8\u6570\u636e\u4e2d\u5b66\u4e60\uff0c\u5b9e\u73b0\u4e86\u5bf9TEM\u56fe\u50cf\u4e2d\u91cf\u5b50\u70b9\u7684\u81ea\u52a8\u3001\u5feb\u901f\u8bc6\u522b\u4e0e\u53c2\u6570\u63d0\u53d6\uff0c\u5206\u5272\u51c6\u786e\u7387\u8fbe\u5230<strong>82.5%<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1347\" height=\"1173\" src=\"http:\/\/www.cailiaoniu.com\/wp-content\/uploads\/2025\/11\/2382c315a6ba396-28.png\" alt=\"\" class=\"wp-image-269556\"\/><\/figure>\n\n\n\n<p>\u56fe1. (a)\u6240\u6709\u914d\u65b9\u4e2d\u5305\u542b\u7684\u4e0d\u540c\u7c7b\u578b\u5316\u5b66\u7269\u8d28\u6570\u91cf\uff0c\u6309\u91cf\u5b50\u70b9\u3001\u524d\u9a71\u4f53\u3001\u914d\u4f53\u548c\u6eb6\u5242\u5206\u7c7b\uff1b(b)\u5404\u7c7b\u91cf\u5b50\u70b9\u5408\u6210\u914d\u65b9\u5206\u5e03\u793a\u610f\u56fe\uff0c\u6309\u5143\u7d20\u7269\u8d28\u3001\u4e8c\u5143\u5316\u5408\u7269\u3001\u4e09\u5143\u5316\u5408\u7269\u548c\u56db\u5143\u5316\u5408\u7269\u5206\u7c7b\uff1b(c)\u914d\u65b9\u6570\u636e\u96c6\u4e2d\u4e0d\u540c\u91cf\u5b50\u70b9\u7684\u5143\u7d20\u9891\u7387\u5206\u5e03<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"318\" src=\"http:\/\/www.cailiaoniu.com\/wp-content\/uploads\/2025\/11\/ce6e2814f207c93-29.png\" alt=\"\" class=\"wp-image-269559\"\/><\/figure>\n\n\n\n<p>\u56fe2. 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(a)\u7f16\u7801\u7269\u8d28\u7684\u6700\u5927\u6ce8\u610f\u529b\u6743\u91cd\u5728\u4e0d\u540ctransformer\u5c42\u7684\u5206\u5e03\uff0c\u56fe\u4e2d\u6bcf\u6761\u7ad6\u7ebf\u7684\u6a2a\u5750\u6807\u5bf9\u5e94\u4e00\u4e2a\u7269\u8d28\u540d\u79f0\uff0c\u6a2a\u5750\u6807\u5bf9\u5e94transformer\u7684\u7b2c\u51e0\u5c42\uff1b(b)\u4e0d\u540c\u529f\u80fd\u7c7b\u522b\u7269\u8d28\u7684\u6570\u91cf\u5206\u5e03\u56fe<\/p>\n\n\n\n<p><strong>\u8bba\u6587\u4fe1\u606f\uff1a<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u6807\u9898\uff1a Deep Learning Models for Colloidal Nanocrystal Synthesis<\/p>\n\n\n\n<p>\u4f5c\u8005\uff1a Kai Gu<sup>#<\/sup>, Yingping Liang<sup>#<\/sup>, Jiaming Su, Peihan Sun, Jia Peng, Naihua Miao, Zhimei Sun, Ying Fu*, Haizheng Zhong*, Jun Zhang<\/p>\n\n\n\n<p>\u5f15\u7528\uff1aACS Nano 2025, 19, 45, 39025\u201339034<\/p>\n\n\n\n<p>DOI\uff1a10.1021\/acsnano.5c09134<\/p>\n\n\n\n<p>arXiv\uff1a<a href=\"https:\/\/arxiv.org\/abs\/2412.10838\"><u>https:\/\/arxiv.org\/abs\/2412.10838<\/u><\/a><\/p>\n\n\n\n<p>\u5206\u5272\u6a21\u578b\/\u6570\u636e\u96c6\uff1a<a href=\"https:\/\/github.com\/Sharpiless\/Nanocrystals-TEM-segmentation\"><u>https:\/\/github.com\/Sharpiless\/Nanocrystals-TEM-segmentation<\/u><\/a><\/p>\n\n\n\n<p>\u5206\u5272\u8f6f\u4ef6\uff1ahttps:\/\/github.com\/Sharpiless\/Nanocrystals-TEM-segmentation\/blob\/main\/docs\/software.md<\/p>\n\n\n\n<p>\u5408\u6210\u6a21\u578b\/\u6570\u636e\u96c6\uff1ahttps:\/\/github.com\/Sharpiless\/Nanocrystals-Deep-Learning<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u80cc\u666f\u4ecb\u7ecd\uff1a \u91cf\u5b50\u70b9\u662f\u7eb3\u7c73\u5c3a\u5bf8\u7684\u534a\u5bfc\u4f53\u6676\u4f53\uff0c\u5177\u6709\u4f18\u5f02\u7684\u5149\u7535\u6548\u5e94\uff0c\u5728\u65b0\u578b\u663e\u793a\u3001\u751f\u7269\u533b\u5b66\u3001\u7ea2\u5916\u4f20\u611f\u3001\u91cf\u5b50\u5149\u6e90\u7b49\u9886\u57df\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u91cf\u5b50\u70b9\u7684\u5408\u6210\u662f\u5176\u5e94\u7528\u7684\u57fa\u77f3\u30022023&#8230;<\/p>\n","protected":false},"author":31345,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-269555","post","type-post","status-publish","format-standard","hentry","category-keji"],"_links":{"self":[{"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/posts\/269555"}],"collection":[{"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/users\/31345"}],"replies":[{"embeddable":true,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=269555"}],"version-history":[{"count":1,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/posts\/269555\/revisions"}],"predecessor-version":[{"id":269560,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/posts\/269555\/revisions\/269560"}],"wp:attachment":[{"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=269555"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=269555"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=269555"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}