{"id":2174,"date":"2024-06-11T21:01:37","date_gmt":"2024-06-11T13:01:37","guid":{"rendered":"https:\/\/17aitech.com\/?p=2174"},"modified":"2024-08-13T03:07:40","modified_gmt":"2024-08-12T19:07:40","slug":"%e5%8f%af%e6%8e%a7%e6%a0%b8%e8%81%9a%e5%8f%98%e6%96%b0%e9%87%8c%e7%a8%8b%e7%a2%91%ef%bc%8cai%e9%a6%96%e6%ac%a1%e5%ae%9e%e7%8e%b0%e5%8f%8c%e6%89%98%e5%8d%a1%e9%a9%ac%e5%85%8b3d%e5%9c%ba%e5%85%a8","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=2174","title":{"rendered":"\u53ef\u63a7\u6838\u805a\u53d8\u65b0\u91cc\u7a0b\u7891\uff0cAI\u9996\u6b21\u5b9e\u73b0\u53cc\u6258\u5361\u9a6c\u514b3D\u573a\u5168\u81ea\u52a8\u4f18\u5316\uff0c\u767bNature\u5b50\u520a"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-05-22-9\" target=\"_blank\" rel=\"noopener\">\u53ef\u63a7\u6838\u805a\u53d8\u65b0\u91cc\u7a0b\u7891\uff0cAI\u9996\u6b21\u5b9e\u73b0\u53cc\u6258\u5361\u9a6c\u514b3D\u573a\u5168\u81ea\u52a8\u4f18\u5316\uff0c\u767bNature\u5b50\u520a<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-a1340860bca83fe70adc9afe0d6a2276.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-a1340860bca83fe70adc9afe0d6a2276.png\"><\/a><\/section>\n<section>\u7f16\u8f91 |\u00a0X<\/section>\n<p>\u51e0\u5341\u5e74\u6765\uff0c\u6838\u805a\u53d8\u91ca\u653e\u80fd\u91cf\u7684\u300c\u7cbe\u5999\u300d\u8fc7\u7a0b\u4e00\u76f4\u5438\u5f15\u7740\u79d1\u5b66\u5bb6\u4eec\u7684\u7814\u7a76\u5174\u8da3\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u5728\u666e\u6797\u65af\u987f\u7b49\u79bb\u5b50\u4f53\u7269\u7406\u5b9e\u9a8c\u5ba4\uff08PPPL\uff09\u4e2d 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decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-43c225385c7220b7cbe5a862859af917.jpeg\"><\/a><\/section>\n<section>\u56fe\u793a\uff1a\u4e0a\u9762\u663e\u793a\u7684\u4e24\u4e2a\u6258\u5361\u9a6c\u514b\uff08DIII-D \u548c KSTAR\uff09\u88c5\u7f6e\u4e2d\u90e8\u7f72\u4e86\u7528\u4e8e\u68c0\u6d4b\u548c\u6d88\u9664\u7b49\u79bb\u5b50\u4f53\u4e0d\u7a33\u5b9a\u6027\u7684\u673a\u5668\u5b66\u4e60\u4ee3\u7801\u3002\uff08\u6765\u6e90\uff1a\u901a\u7528\u539f\u5b50\u516c\u53f8\u548c\u97e9\u56fd\u805a\u53d8\u80fd\u6e90\u7814\u7a76\u6240\uff09<\/section>\n<p>\u8be5\u8bba\u6587\u7684\u4e3b\u8981\u4f5c\u8005\u3001PPPL \u7814\u7a76\u7269\u7406\u5b66\u5bb6 SangKyeun Kim \u8868\u793a\uff1a\u300c\u7814\u7a76\u7ed3\u679c\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0c\u56e0\u4e3a\u6211\u4eec\u80fd\u591f\u4f7f\u7528\u76f8\u540c\u7684\u4ee3\u7801\u5728\u4e24\u4e2a\u4e0d\u540c\u7684\u6258\u5361\u9a6c\u514b\u88c5\u7f6e\u4e0a\u5b9e\u73b0\u8fd9\u4e9b\u7ed3\u679c\u3002\u300d<\/p>\n<p>\u76f8\u5173\u7814\u7a76\u4ee5\u300a<em>Highest fusion performance without harmful edge energy bursts in tokamak<\/em>\u300b\u4e3a\u9898\uff0c\u53d1\u5e03\u5728\u300a<em>Nature Communications<\/em>\u300b\u4e0a\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-3a2169b304f3e7d17d5d496233d48863.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-3a2169b304f3e7d17d5d496233d48863.png\"><\/a><\/p>\n<section>\u8bba\u6587\u94fe\u63a5\uff1a<em>https:\/\/www.nature.com\/articles\/s41467-024-48415-w<\/em><\/section>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" 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>\u9996\u6b21\u5728\u4e24\u4e2a\u6258\u5361\u9a6c\u514b\u4e0a\u5b9e\u73b0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=2174\/#%E5%9F%BA%E4%BA%8E_ML_%E7%9A%84%E5%85%A8%E8%87%AA%E5%8A%A8_3D_%E5%9C%BA%E4%BC%98%E5%8C%96\" >\u57fa\u4e8e ML \u7684\u5168\u81ea\u52a8 3D \u573a\u4f18\u5316<\/a><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"%E6%8A%91%E5%88%B6%E8%81%9A%E5%8F%98%E4%B8%AD%E3%80%8C%E8%BE%B9%E7%BC%98%E7%88%86%E5%8F%91%E3%80%8D\"><\/span><strong>\u6291\u5236\u805a\u53d8\u4e2d\u300c\u8fb9\u7f18\u7206\u53d1\u300d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u4e3a\u4e86\u4f7f\u805a\u53d8\u80fd\u5728\u5168\u7403\u80fd\u6e90\u5e02\u573a\u4e0a\u5177\u6709\u7ecf\u6d4e\u7ade\u4e89\u529b\uff0c\u5b83\u5fc5\u987b\u5728\u7ef4\u6301\u805a\u53d8\u7684\u540c\u65f6\uff0c\u5b9e\u73b0\u5177\u6709\u8db3\u591f\u7b49\u79bb\u5b50\u4f53\u5bc6\u5ea6\uff08n\uff09\u3001\u6e29\u5ea6\uff08T\uff09\u548c\u80fd\u91cf\u7ea6\u675f\u65f6\u95f4\uff08\u03c4\uff09\u7684\u9ad8\u805a\u53d8\u4e09\u91cd\u79ef\uff08n\u03c4T\uff09\u3002<\/p>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0c\u805a\u53d8\u7b49\u79bb\u5b50\u4f53\u9700\u8981\u8db3\u591f\u7684\u54c1\u8d28\u56e0\u6570\uff08G\u2009\u221d\u2009n\u03c4T\uff09\u624d\u80fd\u5b9e\u73b0\u9ad8\u805a\u53d8\u6027\u80fd\uff0c\u5e76\u4e14\u968f\u7740\u7b49\u79bb\u5b50\u4f53\u7ea6\u675f\u8d28\u91cf (H89\uff1a\u5f52\u4e00\u5316\u80fd\u91cf\u7ea6\u675f\u65f6\u95f4) 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-3f179b74a8e1654ffc2d4f70e26d5e33.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1a\u6258\u5361\u9a6c\u514b\u4e2d\u7684 3D \u573a\u7ebf\u5708\u7ed3\u6784\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u7136\u800c\uff0c\u8fd9\u79cd\u60c5\u51b5\u7684\u4ee3\u4ef7\u9ad8\u6602\uff0c\u5bfc\u81f4 H89 \u548c G \u4e0e\u6807\u51c6\u9ad8\u7ea6\u675f\u7b49\u79bb\u5b50\u4f53\u4f53\u7cfb\u76f8\u6bd4\u663e\u8457\u6076\u5316\uff0c\u4ece\u800c\u524a\u5f31\u4e86\u7ecf\u6d4e\u524d\u666f\u3002\u6b64\u5916\uff0c3D \u573a\u8fd8\u589e\u52a0\u4e86\u707e\u96be\u6027\u6838\u5fc3\u4e0d\u7a33\u5b9a\u7684\u98ce\u9669\uff0c\u79f0\u4e3a\u4e2d\u65ad\uff0c\u8fd9\u751a\u81f3\u6bd4\u8fb9\u7f18\u7206\u88c2\u66f4\u4e25\u91cd\u3002\u56e0\u6b64\uff0c\u65e0\u8fb9\u7f18\u7206\u53d1\u64cd\u4f5c\u4e0e\u9ad8\u7ea6\u675f\u64cd\u4f5c\u7684\u5b89\u5168\u53ef\u53ca\u6027\u548c\u517c\u5bb9\u6027\u4e9f\u5f85\u63a2\u7d22\u3002<\/p>\n<h1><span class=\"ez-toc-section\" id=\"%E9%A6%96%E6%AC%A1%E5%9C%A8%E4%B8%A4%E4%B8%AA%E6%89%98%E5%8D%A1%E9%A9%AC%E5%85%8B%E4%B8%8A%E5%AE%9E%E7%8E%B0\"><\/span><strong>\u9996\u6b21\u5728\u4e24\u4e2a\u6258\u5361\u9a6c\u514b\u4e0a\u5b9e\u73b0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u8be5\u7814\u7a76\u9996\u6b21\u5728\u00a0KSTAR \u548c DIII-D \u4e24\u4e2a\u6258\u5361\u9a6c\u514b\u4e0a\u8fdb\u884c\u4e86\u521b\u65b0\u548c\u96c6\u6210\u7684 3D \u573a\u4f18\u5316\uff0c\u901a\u8fc7\u7ed3\u5408\u673a\u5668\u5b66\u4e60 (ML)\u3001\u81ea\u9002\u5e94\u548c\u591a\u673a\u5668\u529f\u80fd\uff0c\u6765\u81ea\u52a8\u8bbf\u95ee\u548c\u5b9e\u73b0\u51e0\u4e4e\u51e0\u4e4e\u5b8c\u5168\u65e0\u8fb9\u7f18\u7206\u53d1\u72b6\u6001\uff0c\u540c\u65f6\u4ece\u6700\u521d\u7684\u7206\u53d1\u6291\u5236\u72b6\u6001\u63d0\u9ad8\u7b49\u79bb\u5b50\u4f53\u805a\u53d8\u6027\u80fd\uff0c\u8fd9\u662f\u672a\u6765\u53cd\u5e94\u5806\u5b9e\u73b0\u65e0\u8fb9\u7f18\u7206\u53d1\u8fd0\u884c\u7684\u4e00\u4e2a\u91cd\u8981\u91cc\u7a0b\u7891\u3002<\/p>\n<p>\u8fd9\u662f\u901a\u8fc7\u5b9e\u65f6\u5229\u7528\u65e0\u8fb9\u7f18\u7206\u53d1\u8d77\u59cb\u548c\u635f\u8017\u4e4b\u95f4\u7684\u6ede\u540e\u6765\u589e\u5f3a\u7b49\u79bb\u5b50\u4f53\u7ea6\u675f\uff0c\u540c\u65f6\u6269\u5c55 ML \u5728\u6355\u83b7\u7269\u7406\u548c\u4f18\u5316\u6838\u805a\u53d8\u6280\u672f\u65b9\u9762\u7684\u80fd\u529b\u6765\u5b9e\u73b0\u7684\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-e5b8ae4946d3c6628466019989387af3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-e5b8ae4946d3c6628466019989387af3.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1aDIII-D \u548c KSTAR \u6258\u5361\u9a6c\u514b\u4e2d ELM-free \u653e\u7535\u7684\u6027\u80fd\u6bd4\u8f83\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u8fd9\u79cd\u96c6\u6210\u6709\u52a9\u4e8e\uff1a<\/p>\n<ul>\n<li>\n<p>\u9ad8\u5ea6\u589e\u5f3a\u7b49\u79bb\u5b50\u4f53\u7ea6\u675f\uff0c\u5728\u4e24\u53f0\u673a\u5668\u7684\u65e0\u8fb9\u754c\u5c40\u57df\u6a21\uff08Edge Localized Mode-free\uff0cELM-free\uff09\u573a\u666f\u4e2d\u8fbe\u5230\u6700\u9ad8\u878d\u5408 G\uff0cG \u589e\u52a0\u9ad8\u8fbe 90%\uff1b<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528\u57fa\u4e8e ML \u7684 3D \u573a\u6a21\u62df\u5668\u9996\u6b21\u5b9e\u73b0\u5168\u81ea\u52a8 3D \u573a\u4f18\u5316\uff1b<\/p>\n<\/li>\n<li>\n<p>\u4ece\u7b49\u79bb\u5b50\u4f53\u64cd\u4f5c\u4e00\u5f00\u59cb\u5c31\u540c\u65f6\u5efa\u7acb\u7206\u53d1\u6291\u5236\uff0c\u5b9e\u73b0\u63a5\u8fd1 ITER \u76f8\u5173\u6c34\u5e73\u7684\u51e0\u4e4e\u5b8c\u5168\u7684\u65e0\u8fb9\u7f18\u7206\u53d1\u64cd\u4f5c\u3002\u8fd9\u4e00\u6210\u5c31\u4e3a\u56fd\u9645\u70ed\u6838\u805a\u53d8\u5b9e\u9a8c\u53cd\u5e94\u5806\uff08ITER\uff09\u7b49\u672a\u6765\u8bbe\u5907\u8fc8\u51fa\u4e86\u81f3\u5173\u91cd\u8981\u7684\u4e00\u6b65\uff0c\u5728\u8fd9\u4e9b\u8bbe\u5907\u4e2d\uff0c\u4f9d\u8d56\u7ecf\u9a8c RMP \u4f18\u5316\u4e0d\u518d\u662f\u53ef\u884c\u6216\u53ef\u63a5\u53d7\u7684\u65b9\u6cd5\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u300c\u7b49\u79bb\u5b50\u4f53\u4e2d\u5b58\u5728\u4e0d\u7a33\u5b9a\u6027\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u805a\u53d8\u88c5\u7f6e\u4e25\u91cd\u635f\u574f\u3002\u6211\u4eec\u4e0d\u80fd\u5728\u5546\u4e1a\u805a\u53d8\u5bb9\u5668\u4e2d\u4f7f\u7528\u8fd9\u4e9b\u7269\u8d28\u3002\u6211\u4eec\u7684\u5de5\u4f5c\u63a8\u52a8\u4e86\u8be5\u9886\u57df\u7684\u53d1\u5c55\uff0c\u5e76\u8868\u660e\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u5728\u7ba1\u7406\u805a\u53d8\u53cd\u5e94\u65b9\u9762\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u907f\u514d\u4e0d\u7a33\u5b9a\uff0c\u540c\u65f6\u5141\u8bb8\u7b49\u79bb\u5b50\u4f53\u4ea7\u751f\u5c3d\u53ef\u80fd\u591a\u7684\u805a\u53d8\u80fd\u3002\u300d\u901a\u8baf\u4f5c\u8005\u3001PPPL \u673a\u68b0\u548c\u822a\u7a7a\u822a\u5929\u5de5\u7a0b\u7cfb\u526f\u6559\u6388 Egemen Kolemen \u8bf4\u9053\u3002<\/p>\n<h1><span class=\"ez-toc-section\" id=\"%E5%9F%BA%E4%BA%8E_ML_%E7%9A%84%E5%85%A8%E8%87%AA%E5%8A%A8_3D_%E5%9C%BA%E4%BC%98%E5%8C%96\"><\/span><strong>\u57fa\u4e8e ML \u7684\u5168\u81ea\u52a8 3D \u573a\u4f18\u5316<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u5728\u672c\u5b9e\u9a8c\u4e2d\uff0c\u4f7f\u7528\u4e00\u7cfb\u5217\u653e\u7535\u6765\u5bfb\u627e\u5b89\u5168 ELM \u6291\u5236\u7684\u4f18\u5316 3D \u6ce2\u5f62\u3002<\/p>\n<p>\u5728\u6b64\u80cc\u666f\u4e0b\uff0c\u7814\u7a76\u5f15\u5165\u4e86 ML \u6280\u672f\u6765\u5f00\u53d1\u81ea\u52a8\u5316 3D \u7ebf\u5708\u4f18\u5316\u7684\u65b0\u9896\u8def\u5f84\uff0c\u5e76\u9996\u6b21\u6f14\u793a\u4e86\u8be5\u6982\u5ff5\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-51373e676bb1ebb5ef8ccb6182d62ddd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-51373e676bb1ebb5ef8ccb6182d62ddd.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1a\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5b9e\u65f6 RMP \u4f18\u5316\u7b97\u6cd5\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u7814\u7a76\u4eba\u5458\u5f00\u53d1\u4e86 GPEC \u4ee3\u7801\u7684\u4ee3\u7406\u6a21\u578b (ML-3D)\uff0c\u4ee5\u5b9e\u65f6\u5229\u7528\u57fa\u4e8e\u7269\u7406\u7684\u6a21\u578b\u3002\u8be5\u6a21\u578b\u4f7f\u7528 ML \u7b97\u6cd5\u5c06\u8ba1\u7b97\u65f6\u95f4\u52a0\u901f\u5230 ms \u7ea7\uff0c\u5e76\u96c6\u6210\u5230 KSTAR \u4e2d\u7684\u81ea\u9002\u5e94 RMP \u4f18\u5316\u5668\u4e2d\u3002<\/p>\n<p>ML-3D \u7531\u4e00\u4e2a\u5b8c\u5168\u8fde\u63a5\u7684\u591a\u5c42\u611f\u77e5\u5668\uff08MLP\uff09\u7ec4\u6210\uff0c\u7531\u4e5d\u4e2a\u8f93\u5165\u9a71\u52a8\u3002\u4e3a\u4e86\u8bad\u7ec3\u8be5\u6a21\u578b\uff0c\u5229\u7528 8490 KSTAR \u5e73\u8861\u7684 GPEC \u6a21\u62df\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-8221c0fdc1c10746669fb899cad7f138.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-8221c0fdc1c10746669fb899cad7f138.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1aML-3D \u6a21\u578b\u6027\u80fd\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u8be5\u7b97\u6cd5\u5229\u7528 ELM \u72b6\u6001\u76d1\u89c6\u5668\uff08D\u03b1\uff09\u4fe1\u53f7\u5b9e\u65f6\u8c03\u6574 IRMP\uff0c\u53ef\u4ee5\u4fdd\u6301\u8db3\u591f\u7684\u8fb9\u7f18 3D \u573a\u6765\u8bbf\u95ee\u548c\u7ef4\u6301 ELM \u6291\u5236\u3002\u540c\u65f6\uff0c3D \u573a\u4f18\u5316\u5668\u4f7f\u7528 ML-3D \u7684\u8f93\u51fa\u6765\u8c03\u6574 3D \u7ebf\u5708\u4e0a\u7684\u7535\u6d41\u5206\u5e03\uff0c\u4ece\u800c\u4fdd\u8bc1\u5b89\u5168\u7684 3D \u573a\u4ee5\u907f\u514d\u4e2d\u65ad\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-4478c7f33b2e8ee4d07a8542a870b8a4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-4478c7f33b2e8ee4d07a8542a870b8a4.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1a\u5177\u6709\u96c6\u6210 RMP \u4f18\u5316\u529f\u80fd\u7684\u5168\u81ea\u52a8 ELM \u6291\u5236\u653e\u7535 (#31873) \u7684\u7b49\u79bb\u5b50\u4f53\u53c2\u6570\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>KSTAR \u5b9e\u9a8c\u4e2d\uff0cML \u96c6\u6210\u7684\u81ea\u9002\u5e94 RMP \u4f18\u5316\u5668\u5728 4.5 \u79d2\u5185\u89e6\u53d1\uff0c\u5728 6.2 \u79d2\u5185\u5b9e\u73b0\u5b89\u5168\u7684 ELM \u6291\u5236\u3002<\/p>\n<p>\u7814\u7a76\u8fd8\u8868\u660e 3D-ML \u4f5c\u4e3a\u81ea\u52a8\u5316\u65e0 ELM \u8bbf\u95ee\u7684\u53ef\u884c\u89e3\u51b3\u65b9\u6848\u3002ML-3D \u57fa\u4e8e\u7269\u7406\u6a21\u578b\uff0c\u4e0d\u9700\u8981\u5b9e\u9a8c\u6570\u636e\uff0c\u4f7f\u5176\u53ef\u4ee5\u76f4\u63a5\u6269\u5c55\u5230 ITER \u548c\u672a\u6765\u7684\u805a\u53d8\u53cd\u5e94\u5806\u3002\u8fd9\u79cd\u5bf9\u672a\u6765\u8bbe\u5907\u7684\u5f3a\u5927\u9002\u7528\u6027\u51f8\u663e\u4e86 ML \u96c6\u6210 3D \u573a\u4f18\u5316\u65b9\u6848\u7684\u4f18\u52bf\u3002\u6b64\u5916\uff0c\u5728\u672a\u6765\u7684 3D \u7ebf\u5708\u7535\u6d41\u9650\u5236\u66f4\u9ad8\u7684\u8bbe\u5907\u4e2d\uff0c\u6709\u671b\u5b9e\u73b0\u66f4\u597d\u7684\u573a\u4f18\u5316\u548c\u66f4\u9ad8\u7684\u805a\u53d8\u6027\u80fd\u3002<\/p>\n<p>\u7814\u7a76\u6210\u529f\u4f18\u5316\u4e86 KSTAR \u548c DIII-D \u88c5\u7f6e\u4e2d\u7684\u53d7\u63a7 ELM-free \u72b6\u6001\uff0c\u5e76\u5177\u6709\u9ad8\u5ea6\u589e\u5f3a\u7684\u805a\u53d8\u6027\u80fd\uff0c\u6db5\u76d6\u4e86\u4e0e\u672a\u6765\u53cd\u5e94\u5806\u76f8\u5173\u7684 low-n RMP \u5230 ITER \u76f8\u5173\u7684 nRMP = 3 RMP\uff0c\u5e76\u5728\u4e24\u53f0\u673a\u5668\u4e2d\u5b9e\u73b0\u4e86\u5404\u79cd ELM-free \u573a\u666f\u4e2d\u7684\u6700\u9ad8\u6c34\u5e73\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-6c60b19228e20cbaef53929662c174c1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-6c60b19228e20cbaef53929662c174c1.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1a\u6027\u80fd\u9ad8\u5ea6\u589e\u5f3a\u7684\u4f18\u5316 RMP \u632f\u5e45 (#190738) \u7684\u7b49\u79bb\u5b50\u4f53\u53c2\u6570\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u6b64\u5916\uff0cML \u7b97\u6cd5\u4e0e RMP \u63a7\u5236\u7684\u521b\u65b0\u96c6\u6210\u9996\u6b21\u5b9e\u73b0\u4e86\u5168\u81ea\u52a8 3D \u573a\u4f18\u5316\u548c ELM-free \u64cd\u4f5c\uff0c\u5e76\u5728\u81ea\u9002\u5e94\u4f18\u5316\u6d41\u7a0b\u7684\u652f\u6301\u4e0b\uff0c\u6027\u80fd\u5f97\u5230\u4e86\u663e\u8457\u589e\u5f3a\u3002\u8fd9\u79cd\u81ea\u9002\u5e94\u65b9\u6cd5\u5c55\u73b0\u4e86 RMP ELM \u6291\u5236\u548c\u9ad8\u9650\u5236\u4e4b\u95f4\u7684\u517c\u5bb9\u6027\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u5b83\u8fd8\u63d0\u4f9b\u4e86\u4e00\u79cd\u7a33\u5065\u7684\u7b56\u7565\uff0c\u901a\u8fc7\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u9650\u5236\u548c\u65e0\u611f\u7535\u6d41\u5206\u6570\u7684\u635f\u5931\uff0c\u5728\u957f\u8109\u51b2\u573a\u666f\uff08\u6301\u7eed\u8d85\u8fc7 45 \u79d2\uff09\u4e2d\u5b9e\u73b0\u7a33\u5b9a\u7684 ELM \u6291\u5236\u3002<\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5728 nRMP = 3 RMP \u7684 DIII-D \u4e2d\u89c2\u5bdf\u5230\u663e\u8457\u7684\u6027\u80fd (G) \u63d0\u5347\uff0c\u663e\u793a\u8f83\u521d\u59cb\u6807\u51c6 ELM \u6291\u5236\u72b6\u6001\u63d0\u9ad8\u4e86 90% \u4ee5\u4e0a\u3002\u8fd9\u79cd\u589e\u5f3a\u4e0d\u4ec5\u5f52\u56e0\u4e8e\u81ea\u9002\u5e94 RMP \u63a7\u5236\uff0c\u8fd8\u5f52\u56e0\u4e8e\u7b49\u79bb\u5b50\u4f53\u65cb\u8f6c\u7684\u81ea\u6d3d\u6f14\u5316\u3002\u8be5\u54cd\u5e94\u80fd\u591f\u4ee5\u975e\u5e38\u4f4e\u7684 RMP \u5e45\u5ea6\u8fdb\u884c ELM \u6291\u5236\uff0c\u4ece\u800c\u589e\u5f3a\u57fa\u5ea7\u3002\u6b64\u529f\u80fd\u662f\u7cfb\u7edf\u901a\u8fc7\u5bf9\u81ea\u9002\u5e94\u8c03\u5236\u7684\u81ea\u7ec4\u7ec7\u54cd\u5e94\u8fc7\u6e21\u5230\u6700\u4f73\u72b6\u6001\u7684\u4e00\u4e2a\u5f88\u597d\u7684\u4f8b\u5b50\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-ac471cc25fa9408a86a988f104c68c74.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/frc-ac471cc25fa9408a86a988f104c68c74.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1a\u901a\u8fc7\u81ea\u9002\u5e94 RMP \u4f18\u5316\u63d0\u9ad8\u653e\u7535\u6027\u80fd\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u6b64\u5916\uff0c\u81ea\u9002\u5e94\u65b9\u6848\u4e0e\u65e9\u671f\u7684 RMP-ramp \u65b9\u6cd5\u76f8\u7ed3\u5408\uff0c\u5b9e\u73b0\u4e86 ITER \u76f8\u5173\u7684 ELM-free \u573a\u666f\uff0c\u51e0\u4e4e\u5b8c\u5168 ELM-free \u64cd\u4f5c\u3002\u8fd9\u4e9b\u7ed3\u679c\u8bc1\u5b9e\uff0c\u96c6\u6210\u81ea\u9002\u5e94 RMP \u63a7\u5236\u662f\u4e00\u79cd\u975e\u5e38\u6709\u524d\u9014\u7684\u4f18\u5316 ELM \u6291\u5236\u72b6\u6001\u7684\u65b9\u6cd5\uff0c\u6709\u53ef\u80fd\u89e3\u51b3\u5b9e\u73b0\u5b9e\u7528\u4e14\u7ecf\u6d4e\u53ef\u884c\u7684\u805a\u53d8\u80fd\u6e90\u7684\u6700\u8270\u5de8\u7684\u6311\u6218\u4e4b\u4e00\u3002<\/p>\n<p>\u53c2\u8003\u5185\u5bb9\uff1a<em>https:\/\/phys.org\/news\/2024-05-ai-intensive-aspects-plasma-physics.html<\/em><\/p>\n<p><strong>\u3010\u63a8\u8350\u9605\u8bfb\u3011<\/strong><\/p>\n<ul>\n<li>\n<section><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzI3MjM3ODk0NQ==&amp;mid=2247499353&amp;idx=1&amp;sn=0adf3f2e74981a5a1379e357978d7872&amp;chksm=eb31c377dc464a61656dc1022a1ba5540084d06f137cc92ee28e5698200c95debcec7cce17cf&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u767bNature\uff0c\u63d0\u524d300\u6beb\u79d2\u9884\u6d4b\u805a\u53d8\u4e2d\u7b49\u79bb\u5b50\u4f53\u300c\u6495\u88c2\u300d\uff0c\u666e\u6797\u65af\u987f\u56e2\u961f\u5f00\u53d1AI\u63a7\u5236\u5668<\/a><strong><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzI3MjM3ODk0NQ==&amp;mid=2247499353&amp;idx=1&amp;sn=0adf3f2e74981a5a1379e357978d7872&amp;chksm=eb31c377dc464a61656dc1022a1ba5540084d06f137cc92ee28e5698200c95debcec7cce17cf&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener\"><\/a><\/strong><strong><br \/><\/strong><\/section>\n<\/li>\n<li>\n<p><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzI3MjM3ODk0NQ==&amp;mid=2247498696&amp;idx=1&amp;sn=429601cb09899bc73afbb54bd70b3a8e&amp;chksm=eb31c6e6dc464ff03bd04e9bb43de92c9d3acf7649b5b6bdc56bdd4c06beeafc805f42ddc52e&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u5feb\u901f\u7b5b\u9009\u6d77\u91cf\u6570\u636e\uff0c\u5373\u65f6\u505a\u51fa\u660e\u667a\u51b3\u7b56\uff0cMIT\u3001\u666e\u6797\u65af\u987f&amp;\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u56e2\u961f\u5229\u7528LLM\u8fdb\u884c\u805a\u53d8\u7814\u7a76<\/a><\/p>\n<\/li>\n<li>\n<p><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzI3MjM3ODk0NQ==&amp;mid=2247497117&amp;idx=1&amp;sn=497f8e3ff625c6f43345cdd5cb4145d3&amp;chksm=eb31c8b3dc4641a51e1be2bea7baa525924fcd9db9006ed0dbce26165169058d2d750b20ce71&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u673a\u5668\u5b66\u4e60\u4e3a\u672a\u6765\u6838\u805a\u53d8\u53d1\u7535\u5382\u5bfb\u627e\u5408\u9002\u7684\u6c22\u540c\u4f4d\u7d20\u7ec4\u5408<\/a><\/p>\n<\/li>\n<li>\n<p><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzI3MjM3ODk0NQ==&amp;mid=2247496372&amp;idx=1&amp;sn=bde367984f9a75cc4d3c13bee2bf854e&amp;chksm=eb31cf9adc46468c76186f91fa80908e5532d233fea692ca12a82a8a560670e4fb1803a5fcb2&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener\">\u6a21\u62df\u7cbe\u5ea6\u63d0\u9ad865%\uff0c\u8bad\u7ec3\u65f6\u95f4\u51cf\u5c113\u500d\u53ca\u4ee5\u4e0a\uff0cDeepMind\u7528\u5f3a\u5316\u5b66\u4e60\u63a7\u5236\u6838\u805a\u53d8\u53d6\u5f97\u8fdb\u5c55<\/a><\/p>\n<\/li>\n<\/ul>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-05-22-9\" target=\"_blank\" rel=\"noopener\">\u53ef\u63a7\u6838\u805a\u53d8\u65b0\u91cc\u7a0b\u7891\uff0cAI\u9996\u6b21\u5b9e\u73b0\u53cc\u6258\u5361\u9a6c\u514b3D\u573a\u5168\u81ea\u52a8\u4f18\u5316\uff0c\u767bNature\u5b50\u520a<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u53ef\u63a7\u6838\u805a\u53d8\u65b0\u91cc\u7a0b\u7891\uff0cA [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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