{"id":45160,"date":"2023-09-15T18:45:35","date_gmt":"2023-09-15T10:45:35","guid":{"rendered":"https:\/\/swarma.org\/?p=45160"},"modified":"2023-09-15T18:45:35","modified_gmt":"2023-09-15T10:45:35","slug":"nature-reviews-physics-%e9%80%9f%e9%80%92%ef%bc%9a%e6%a0%bc%e7%82%b9-qcd-%e6%8e%a8%e5%8a%a8%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e8%bf%9b%e5%b1%95","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=45160","title":{"rendered":"Nature Reviews Physics \u901f\u9012\uff1a\u683c\u70b9 QCD \u63a8\u52a8\u673a\u5668\u5b66\u4e60\u8fdb\u5c55"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1a<\/span>Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics<\/span><\/section>\n
\u671f\u520a\u540d\u79f0\uff1aNature Reviews Physics<\/em><\/span><\/section>\n
\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s42254-023-00616-w<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u5728\u8ba1\u7b97\u79d1\u5b66\u4e2d\uff0c\u4ece\u5df2\u77e5\u6982\u7387\u5206\u5e03\u8fdb\u884c\u91c7\u6837\u662f\u4e00\u9879\u666e\u904d\u4efb\u52a1\uff0c\u5728\u4ece\u8bed\u8a00\u5b66\u5230\u751f\u7269\u5b66\u3001\u7269\u7406\u5b66\u7b49\u5404\u4e2a\u9886\u57df\u7684\u8ba1\u7b97\u4e2d\u90fd\u6709\u6d89\u53ca\u3002\u751f\u6210\u5f0f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7531\u4e8e\u5728\u56fe\u50cf\u3001\u6587\u672c\u548c\u97f3\u9891\u751f\u6210\u7b49\u5e94\u7528\u4e2d\u53d6\u5f97\u6210\u529f\uff0c\u5df2\u6210\u4e3a\u8fd9\u4e00\u9886\u57df\u7684\u4e00\u79cd\u6709\u524d\u666f\u7684\u5de5\u5177\u3002\u7136\u800c\uff0c\u79d1\u5b66\u9886\u57df\u4e2d\u7684\u751f\u6210\u4efb\u52a1\u901a\u5e38\u5177\u6709\u72ec\u7279\u7684\u7ed3\u6784\u548c\u7279\u5f81\uff0c\u4f8b\u5982\u590d\u6742\u7684\u5bf9\u79f0\u6027\u548c\u5bf9\u7cbe\u786e\u6027\u4fdd\u8bc1\u7684\u8981\u6c42\uff0c\u8fd9\u4e3a\u673a\u5668\u5b66\u4e60\u65e2\u5e26\u6765\u4e86\u6311\u6218\uff0c\u4e5f\u63d0\u4f9b\u4e86\u673a\u4f1a\u3002<\/span><\/section>\n

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\u8fd1\u65e5\u53d1\u8868\u4e8e Nature Reviews Physics<\/em> \u7684\u8fd9\u7bc7\u89c2\u70b9\u6587\u7ae0\u6982\u8ff0\u4e86\u53d7\u683c\u70b9\u91cf\u5b50\u573a\u8bba\u542f\u53d1\u7684\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u91c7\u6837\u7684\u8fdb\u5c55\uff0c\u7279\u522b\u662f\u5bf9 QCD<\/span>\uff08\u91cf\u5b50\u8272\u52a8\u529b\u5b66\uff09<\/span>\u7406\u8bba\u7684\u5e94\u7528\u3002\u683c\u70b9 QCD \u4f7f\u5f97\u6211\u4eec\u80fd\u591f\u4ece\u5bf9\u7c92\u5b50\u7269\u7406\u5b66\u7684\u6700\u57fa\u672c\u7406\u89e3\u4e2d\uff0c\u8ba1\u7b97\u7269\u8d28\u7684\u7ed3\u6784\u548c\u76f8\u4e92\u4f5c\u7528\uff0c\u662f\u5168\u7403\u5f00\u653e\u79d1\u5b66\u8d85\u7ea7\u8ba1\u7b97\u7684\u4e3b\u8981\u5e94\u7528\u4e4b\u4e00\u3002<\/span><\/section>\n

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\u4e3a\u4e86\u8fd9\u4e2a\u5e94\u7528\u8bbe\u8ba1\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u9762\u4e34\u7740\u6df1\u523b\u7684\u6311\u6218\uff0c\u5305\u62ec\u9700\u8981\u5c06\u81ea\u5b9a\u4e49\u673a\u5668\u5b66\u4e60\u67b6\u6784\u6269\u5c55\u5230\u6700\u5927\u7684\u8d85\u7ea7\u8ba1\u7b97\u673a\uff0c\u4f46\u4e5f\u8574\u542b\u5de8\u5927\u7684\u6f5c\u529b\uff0c\u5e76\u4e14\u6b63\u5728\u66f4\u5e7f\u6cdb\u7684\u673a\u5668\u5b66\u4e60\u91c7\u6837\u9886\u57df\u63a8\u52a8\u53d1\u5c55\u6d6a\u6f6e\u3002\u5728\u683c\u70b9\u573a\u8bba\u4e2d\uff0c\u5982\u679c\u8fd9\u79cd\u65b9\u6cd5\u80fd\u591f\u5b9e\u73b0\u5176\u65e9\u671f\u7684\u627f\u8bfa\uff0c\u5b83\u5c06\u662f\u5411\u4f20\u7edf\u65b9\u6cd5\u65e0\u6cd5\u89e3\u51b3\u7684\u7c92\u5b50\u7269\u7406\u5b66\u3001\u6838\u7269\u7406\u548c\u51dd\u805a\u6001\u7269\u7406\u7b49\u9886\u57df\u7684\u7b2c\u4e00\u6027\u539f\u7406\u7269\u7406\u8ba1\u7b97\u8fc8\u51fa\u7684\u8f6c\u53d8\u6027\u4e00\u6b65\u3002<\/span><\/section>\n

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\u56fe1. \u5728\u683c\u70b9 QCD \u8ba1\u7b97\u7684\u65f6\u7a7a\u683c\u70b9\u4e2d\u5bf9\u5355\u4e2a\u7acb\u65b9\u4f53\u7684\u63cf\u7ed8\u3002<\/span><\/section>\n

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\u56fe2. \u683c\u70b9QCD\u751f\u6210\u91cf\u5b50\u573a\u4e0e\u56fe\u50cf\u751f\u6210\u7684\u91c7\u6837\u4efb\u52a1\u6bd4\u8f83\u3002<\/span><\/section>\n

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\u56fe3. \u5728\u4e8c\u7ef4\u65f6\u7a7a\u4e2d\u5728 U(1) \u683c\u70b9\u89c4\u8303\u7406\u8bba\u4e2d\u57fa\u4e8e\u6d41\u91c7\u6837\uff08flow-based sampling\uff09\u7684\u4f18\u52bf\u3002<\/span><\/p>\n


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AI+Science \u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n

\u200d<\/span>1. <\/strong>Nat. Hum.Behav. \u901f\u9012\uff5c\u4eba\u7c7b\u548c\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u201c\u81ea\u6211\u201d<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
2.<\/strong> \u5982\u4f55\u5229\u7528 GPT-4 \u52a0\u901f\u5408\u6210\u751f\u7269\u5b66\u7684\u77e5\u8bc6\u6316\u6398\u548c\u673a\u5668\u5b66\u4e60\uff1f<\/a><\/strong><\/span><\/strong><\/section>\n
3. <\/strong><\/strong>Nat. Mach. Intell. \u901f\u9012\uff1a\u4e34\u5e8a\u673a\u5668\u5b66\u4e60\u7684\u7b97\u6cd5\u516c\u5e73\u6027\u548c\u51cf\u5c11\u504f\u5dee<\/a><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n
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4. <\/strong><\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
5. <\/strong><\/strong>\u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a<\/a><\/span><\/strong><\/strong><\/strong><\/section>\n
6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n

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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/strong><\/strong><\/span><\/strong><\/section>\n

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\u5173\u952e\u8bcd\uff1a\u683c\u70b9\u91cf\u5b50\u8272\u52a8\u529b\u5b66\uff0c\u673a\u5668\u5b66\u4e60\uff0c\u751f\u6210\u6a21\u578b\uff0c\u91c7\u6837\u95ee\u9898 \u8bba\u6587\u9898\u76ee\uff1aAdvances in machine-learning-based sampling motivated by lattice quantum chromodynamics \u671f\u520a\u540d\u79f0\uff1aNature Reviews Physics \u8bba…<\/p>\n","protected":false},"author":0,"featured_media":45154,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/45160"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=45160"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/45160\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/45154"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=45160"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=45160"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=45160"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=45160"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}