{"id":41186,"date":"2023-03-10T22:04:31","date_gmt":"2023-03-10T14:04:31","guid":{"rendered":"https:\/\/swarma.org\/?p=41186"},"modified":"2023-03-10T22:04:31","modified_gmt":"2023-03-10T14:04:31","slug":"%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%92%8c%e7%a7%91%e5%ad%a6%e5%8f%91%e7%8e%b0%e7%9b%b8%e4%ba%92%e8%b5%8b%e8%83%bd%e7%9a%84%e6%96%b0%e8%8c%83%e5%bc%8f%ef%bc%9aaiscience-%e8%af%bb%e4%b9%a6%e4%bc%9a","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=41186","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u53d1\u73b0\u76f8\u4e92\u8d4b\u80fd\u7684\u65b0\u8303\u5f0f\uff1aAI+Science \u8bfb\u4e66\u4f1a\u542f\u52a8"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" data-mpa-powered-by=\"yiban.io\">\n<section>\n<section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: 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0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 4px;padding-left: 4px;outline: 0px;clear: right;box-shadow: rgb(0, 0, 0) 0px 0px 0px;visibility: visible;min-height: 4.5em !important;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 5px;margin-bottom: 5px;outline: 0px;visibility: visible;\">\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\">\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"outline: 0px;\"><span style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, 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AI\uff0c\u79d1\u5b66\u5c24\u5176\u662f\u7269\u7406\u5b66\u4e2d\u7684\u89c4\u5f8b\u548c\u601d\u60f3\u542f\u53d1\u673a\u5668\u5b66\u4e60\u7406\u8bba\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u63d0\u4f9b\u5168\u65b0\u7684\u89c6\u89d2\u548c\u65b9\u6cd5\u3002<\/span><\/strong><\/p>\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"outline: 0px;\"><span style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/p>\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"outline: 0px;\"><span style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\">\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u535a\u58eb\u540e\u7814\u7a76\u5458\u5434\u6cf0\u9716\uff08Jure Leskovec \u6559\u6388\u6307\u5bfc\uff09\u3001\u54c8\u4f5b\u91cf\u5b50\u8ba1\u5212\u7814\u7a76\u5458\u6248\u9e3f\u4e1a\uff08Susanne Yelin\u6559\u6388\u7814\u7a76\u7ec4\uff09\u3001\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7269\u7406\u7cfb\u535a\u58eb\u751f\u5218\u5b50\u9e23\uff08Max Tegmark&nbsp;<strong style=\"color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(246, 246, 246);outline: 0px;\"><span style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica 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style=\"margin-top: 10px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;width: 661px;visibility: visible;\">\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;visibility: visible;\"><img class=\"rich_pages wxw-img\" data-fileid=\"100098753\" data-ratio=\"0.07314814814814814\"  data-type=\"png\" data-w=\"1080\" style=\"outline: 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0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u8bfb\u4e66\u4f1a\u80cc\u666f<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">&nbsp;<\/span><\/section>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u79d1\u5b66\u5bf9\u4e8e\u4eba\u7c7b\u793e\u4f1a\u7684\u53d1\u5c55\u5177\u6709\u6839\u672c\u6027\u7684\u63a8\u52a8\u4f5c\u7528\u3002\u5b83\u8ba9\u6211\u4eec\u66f4\u52a0\u6df1\u523b\u5730\u8ba4\u8bc6\u81ea\u7136\uff0c\u4ece\u6700\u57fa\u672c\u7684\u7c92\u5b50\uff0c\u5230\u539f\u5b50\u3001\u5206\u5b50\uff0c\u4ece\u590d\u6742\u7684\u751f\u7269\uff0c\u518d\u5230\u6d69\u701a\u7684\u5b87\u5b99\u3002\u638c\u63e1\u4e86\u79d1\u5b66\u7684\u5de5\u5177\uff0c\u6211\u4eec\u4e5f\u80fd\u66f4\u597d\u5730\u6539\u9020\u81ea\u7136\u3002\u4ece\u5f00\u53d1\u65b0\u836f\u7269\u5206\u5b50\u3001\u65b0\u6750\u6599\uff0c\u5230\u89e3\u51b3\u6c14\u5019\u53d8\u5316\u95ee\u9898\uff0c\u4ece\u8bbe\u8ba1\u822a\u5929\u5668\uff0c\u5230\u64cd\u63a7\u53ef\u63a7\u6838\u805a\u53d8\u3002\u800c\u5728\u8fd9\u5176\u4e2d\uff0cAI\u5c06\u53d1\u6325\u8d8a\u6765\u8d8a\u6838\u5fc3\u7684\u4f5c\u7528\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/p>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">AI+Science \u662f\u8fd1\u5e74\u5174\u8d77\u7684\u4e00\u4e2a\u524d\u6cbf\u800c\u6fc0\u52a8\u4eba\u5fc3\u7684\u7814\u7a76\u65b9\u5411\u3002\u5b83\u4e00\u65b9\u9762\u901a\u8fc7\u5f00\u53d1\u65b0\u7684AI\u548c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u89e3\u51b3\u4e0a\u8ff0\u79d1\u5b66\u4e2d\u7684\u91cd\u8981\u95ee\u9898\uff08AI for Science\uff09\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5728\u79d1\u5b66\uff08\u5c24\u5176\u662f\u7269\u7406\u5b66\uff09\u4e2d\u957f\u671f\u79ef\u7d2f\u7684\u91cd\u8981\u6982\u5ff5\uff0c\u4e5f\u80fd\u4e3a\u673a\u5668\u5b66\u4e60\u63d0\u4f9b\u5168\u65b0\u7684\u89c6\u89d2\u548c\u65b9\u6cd5\uff08Science for AI)\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/p>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">AI+Science \u662f\u5c06\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u76f8\u7ed3\u5408\u7684\u4e00\u79cd\u8d8b\u52bf\uff0c\u65e8\u5728\u5229\u7528\u673a\u5668\u5b66\u4e60\u548c\u5176\u4ed6AI\u6280\u672f\u6765\u89e3\u51b3\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u95ee\u9898\u3002\u5728\u6b64\u8fc7\u7a0b\u4e2d\uff0c\u590d\u6742\u7cfb\u7edf\u7406\u8bba\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u6982\u5ff5\uff0c\u56e0\u4e3a\u8bb8\u591a\u79d1\u5b66\u9886\u57df\u90fd\u4e0e\u590d\u6742\u7cfb\u7edf\u6709\u5173\u3002AI+Science \u4e2d\u63d0\u5230\u7684\u6280\u672f\u53ef\u4ee5\u901a\u8fc7\u5bf9\u590d\u6742\u7cfb\u7edf\u7684\u5efa\u6a21\u548c\u5206\u6790\u6765\u5e2e\u52a9\u79d1\u5b66\u5bb6\u66f4\u597d\u5730\u7406\u89e3\u548c\u7814\u7a76\u590d\u6742\u7cfb\u7edf\u3002\u5229\u7528 AI+Science \u53ef\u4ee5\u6784\u5efa\u9ad8\u7cbe\u5ea6\u7684\u590d\u6742\u7cfb\u7edf\u6a21\u578b\uff0c\u5e76\u5bf9\u8fd9\u4e9b\u6a21\u578b\u8fdb\u884c\u4eff\u771f\u548c\u4f18\u5316\u3002\u96c6\u667a\u4ff1\u4e50\u90e8\u57282020\u5e74\u66fe\u7ec4\u7ec7\u4e86\u4ee5\u300c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247522354&amp;idx=1&amp;sn=980be501fd4628eccfd840fcf5c988e2&amp;chksm=e897c2bfdfe04ba97a5c1fe8f5b8755c6567cefb0354c7555a84fc953120a0161ffb34b28f72&amp;scene=21#wechat_redirect\" textvalue=\"\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener 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0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u8bfb\u4e66\u4f1a\u6846\u67b6\u4ecb\u7ecd<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">&nbsp;<\/span><\/section>\n<h2 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><\/h2>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u672c\u6b21\u8bfb\u4e66\u4f1a\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8 AI+Science \u4e2d\u7684\u91cd\u8981\u5206\u652f\uff0c\u5728\u6bcf\u4e00\u4e2a\u5206\u652f\u4e2d\u63a2\u8ba8\u91cd\u8981\u7684\u95ee\u9898\uff0c\u5f53\u524d\u524d\u6cbf\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5f85\u89e3\u51b3\u7684\u5f00\u653e\u6027\u95ee\u9898\u3002\u5728 AI for Science \u4e0b\uff0c\u6211\u4eec\u5c06\u7740\u91cd\u63a2\u8ba8\u4ee5\u4e0b\u4e09\u4e2a\u5206\u652f\uff1aAI \u7528\u4e8e\u79d1\u5b66\u4eff\u771f\uff0cAI \u7528\u4e8e\u79d1\u5b66\u8bbe\u8ba1\uff0c\u4ee5\u53ca AI \u7528\u4e8e\u79d1\u5b66\u53d1\u73b0\u3002\u5728 Science for AI\uff0c\u6211\u4eec\u5c06\u7740\u91cd\u63a2\u8ba8\u7269\u7406\u542f\u53d1\u4e0b\u7684\u751f\u6210\u6a21\u578b\uff0c\u4ee5\u53ca\u7269\u7406\u542f\u53d1\u4e0b\u7684\u5b66\u4e60\u7406\u8bba\u3002<\/span><\/p>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.46484375\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"1280\" style=\"height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-418e7356e7ccdfdc95bd29a0065b8e24.jpeg\"  \/><\/section>\n<h3 style=\"white-space: normal;outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u9886\u57df\u53d1\u5c55\u80cc\u666f<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">&nbsp;<\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u79d1\u5b66\u53d1\u73b0\u548c\u521b\u65b0\u4f20\u7edf\u4e0a\u4f9d\u8d56\u4e8e\u89c2\u5bdf\u3001\u5efa\u6a21\u3001\u63d0\u51fa\u7406\u8bba\u548c\u5b9e\u8df5\u3002\u5982\u4eca\uff0c\u7b97\u529b\u5f3a\u5927\u7684\u8ba1\u7b97\u673a\u548c\u6536\u96c6\u5927\u91cf\u9ad8\u5206\u8fa8\u7387\u5b9e\u9a8c\u6570\u636e\u7684\u5148\u8fdb\u4eea\u5668\u6b63\u5728\u6210\u4e3a\u4ea7\u751f\u77e5\u8bc6\u7684\u65b0\u5f15\u64ce\u3002\u66f4\u591a\u7684\u6311\u6218\u6765\u81ea\u4e8e\u8003\u5bdf\u8fd9\u4e9b<strong>\u6570\u636e<\/strong>\uff0c\u5c06\u5176\u8f6c\u5316\u4e3a<strong>\u4fe1\u606f<\/strong>\uff0c\u8fdb\u800c\u8f6c\u5316\u4e3a<strong>\u77e5\u8bc6<\/strong>\u2014\u2014\u8fd9\u662f\u5355\u9760\u4eba\u7c7b\u65e0\u6cd5\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u53ea\u6709\u4e0e\u5f3a\u5927\u7684\u673a\u5668\u548c\u7b97\u6cd5\u7ed3\u5408\u624d\u80fd\u63a8\u52a8\u8fd9\u573a AI+Science \u9769\u547d\u3002\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u5c06\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u79d1\u5b66\u53d1\u73b0\uff0c\u8ba9\u590d\u6742\u7684\u63a8\u7406\u4e0d\u518d\u53d7\u4eba\u7c7b\u7ecf\u9a8c\u7684\u9650\u5236\uff0c\u6211\u4eec\u624d\u521a\u521a\u5f00\u59cb\u7406\u89e3\u7531\u6b64\u5e26\u6765\u7684\u5404\u79cd\u53ef\u80fd\u6027\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u673a\u5668\u5b66\u4e60\u5df2\u7ecf\u5f7b\u5e95\u6539\u53d8\u4e86\u8bb8\u591a\u79d1\u5b66\u9886\u57df\uff0c\u89e3\u51b3\u4e86\u4e00\u7cfb\u5217\u91cd\u5927\u95ee\u9898\uff1a\u9884\u6d4b\u5929\u6c14\u3001\u6a21\u62df\u661f\u7cfb\u78b0\u649e\u3001\u4e3a\u9ed1\u6d1e\u62cd\u7167\u3001\u9884\u6d4b\u86cb\u767d\u8d28\u7ed3\u6784\u3001\u8bbe\u8ba1\u4f18\u5316\u6838\u805a\u53d8\u53cd\u5e94\u5806\u3001\u81ea\u52a8\u5316\u836f\u7269\u53d1\u73b0\uff0c\u751a\u81f3\u50cf\u79d1\u5b66\u5bb6\u4e00\u6837\u8fdb\u884c\u79d1\u5b66\u53d1\u73b0\uff0c\u8bc6\u522b\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u5bf9\u79f0\u6027\u548c\u5b88\u6052\u5f8b\u3002<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">\u91cd\u5927\u6311\u6218\u7684\u89e3\u51b3\u65b9\u6848\u901a\u5e38\u6d89\u53ca\u591a\u4e2a\u5b66\u79d1\uff0c\u56e0\u6b64\uff0cAI+Science \u4e5f\u662f\u4e00\u4e2a\u591a\u5b66\u79d1\u4ea4\u53c9\u63a2\u7d22\u7684\u524d\u6cbf\u65b9\u5411\uff0c\u5438\u5f15\u4e86\u6765\u81ea\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u6570\u5b66\u3001\u7269\u7406\u5b66\u3001\u5316\u5b66\u3001\u751f\u7269\u5b66\u7b49\u5404\u4e2a\u9886\u57df\u7684\u63a2\u7d22\u8005\u3002\u5176\u4e2d\u6709\u4e24\u4f4d\u7814\u7a76\u8005\u683c\u5916\u5f15\u4eba\u77a9\u76ee\uff1a\u7269\u7406\u5b66\u65b9\u5411\u7684 Max Tegmark \u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u65b9\u5411\u7684 Jure Leskovec\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">Max Tegmark<\/span><\/strong><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\"> \u662f\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7269\u7406\u5b66\u6559\u6388\u3001\u672a\u6765\u751f\u547d\u7814\u7a76\u6240<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;color: rgb(136, 136, 136);\">\uff08Future of Life Institute\uff09<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">\u521b\u59cb\u4eba\u3002\u5728\u5b66\u672f\u751f\u6daf\u7684\u65e9\u671f\u9636\u6bb5\uff0cMax Tegmark \u4e13\u6ce8\u4e8e\u5b87\u5b99\u5b66\u548c\u91cf\u5b50\u4fe1\u606f\u7684\u7814\u7a76\uff0c\u5229\u7528\u57fa\u4e8e\u4fe1\u606f\u8bba\u7684\u6570\u636e\u5206\u6790\u5de5\u5177\u8fdb\u884c\u5b87\u5b99\u5fae\u6ce2\u80cc\u666f\u8f90\u5c04\u5b9e\u9a8c\uff0c\u7ed3\u5408\u6700\u65b0\u89c2\u6d4b\u6570\u636e\u548c\u7406\u8bba\u4fee\u6b63\u6211\u4eec\u7684\u5b87\u5b99\u5b66\u6a21\u578b\u3002\u73b0\u9636\u6bb5\uff0c\u4ed6\u7684\u7814\u7a76\u91cd\u70b9\u662f\u5c06\u7269\u7406\u5b66\u548c\u673a\u5668\u5b66\u4e60\u8054\u7cfb\u8d77\u6765\uff1aAI for physics\uff0cphysics for AI\uff0c\u5229\u7528\u57fa\u4e8e\u7269\u7406\u7684\u6280\u672f\u66f4\u597d\u5730\u7406\u89e3\u751f\u7269\u548c\u4eba\u5de5\u667a\u80fd\uff1b\u540c\u65f6\u4e5f\u5173\u6ce8\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u548c\u53ef\u89e3\u91ca\u6027\u3002\u4ed6\u5728\u300a\u7a7f\u8d8a\u5e73\u884c\u5b87\u5b99\u300b\u4e00\u4e66\u4e2d\u9610\u8ff0\u4e86\u81ea\u5df1\u7684\u201c\u6570\u5b66\u5b87\u5b99\u5047\u8bf4\u201d<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;color: rgb(136, 136, 136);\">\uff08Mathematical universe hypothesis\uff09<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">\uff0c\u5728\u300a\u751f\u547d3.0\u300b\u4e2d\u8868\u8fbe\u4e86\u5bf9\u667a\u80fd\u548c\u672a\u6765\u751f\u547d\u7ec8\u6781\u5f62\u5f0f\u7684\u60f3\u8c61\u3002\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/space.mit.edu\/home\/tegmark\/\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><img class=\"rich_pages wxw-img\" data-croporisrc=\"https:\/\/mmbiz.qpic.cn\/mmbiz_jpg\/wibWV1DB7tWJF35Ca6A2IcgK7iaOHcA4eiaDUicIPnu8ulj0OU2qW7rk4D7AQRgdaIzbebv17oP48w6TnNb56zC74w\/640?wx_fmt=jpeg\" data-cropx1=\"0\" data-cropx2=\"683\" data-cropy1=\"96.35684647302905\" data-cropy2=\"969.2365145228216\" data-height=\"1024\" data-ratio=\"1.279648609077599\"  data-type=\"jpeg\" data-w=\"683\" data-width=\"683\" style=\"width: 158px;height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-58b6718b41d2cc7c400eff44d7167411.jpeg\"  \/><\/p>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><span style=\"font-size: 14px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(136, 136, 136);\">Max Tegmark<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Jure Leskovec \u662f\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u5b66\u9662\u526f\u6559\u6388\uff0c\u5728\u56fe\u7f51\u7edc\u9886\u57df\u505a\u51fa\u4f17\u591a\u8d21\u732e\uff0c\u662f\u56fe\u8868\u793a\u5b66\u4e60\u65b9\u6cd5 node2vec \u548c GraphSAGE \u6846\u67b6\u7684\u8d21\u732e\u8005\u4e4b\u4e00\u3002\u4ed6\u7684\u7814\u7a76\u9886\u57df\u662f\u5927\u578b\u4e92\u8054\u7cfb\u7edf\u7684\u5e94\u7528\u673a\u5668\u5b66\u4e60\uff0c\u81f4\u529b\u4e8e\u5efa\u6a21\u5404\u79cd\u5c3a\u5ea6\u7cfb\u7edf\u4e2d\u590d\u6742\u4e30\u5bcc\u7684\u5173\u7cfb\u7ed3\u6784\u3001\u56fe\u548c\u7f51\u7edc\uff0c\u4ece\u7ec6\u80de\u4e2d\u86cb\u767d\u8d28\u7684\u76f8\u4e92\u4f5c\u7528\u5230\u793e\u4f1a\u4e2d\u4eba\u7c7b\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u3002\u5e94\u7528\u9886\u57df\u5305\u62ec\u5e38\u8bc6\u63a8\u7406\u3001\u63a8\u8350\u7cfb\u7edf\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u548c\u8ba1\u7b97\u751f\u7269\u5b66\uff0c\u7279\u522b\u662f\u836f\u7269\u53d1\u73b0\u3002\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/cs.stanford.edu\/people\/jure\/\u3002<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: normal;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><img class=\"rich_pages wxw-img\" data-croporisrc=\"https:\/\/mmbiz.qpic.cn\/mmbiz_jpg\/wibWV1DB7tWJF35Ca6A2IcgK7iaOHcA4eiajtCBlc2ZJ2VA5aoyGfBLRs48ZKKGA7b3yOgPra9k84T0jwAZdDF33g\/640?wx_fmt=jpeg\" data-cropx1=\"0\" data-cropx2=\"1037\" data-cropy1=\"99.51010101010101\" data-cropy2=\"1503.1262626262626\" data-height=\"1555\" data-ratio=\"1.3529411764705883\"  data-type=\"jpeg\" data-w=\"1037\" data-width=\"1037\" style=\"width: 150px;height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-2606fc89db66e7995ed1bc83ec5e360d.jpeg\"  \/><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><span style=\"font-size: 14px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(136, 136, 136);\">Jure Leskovec&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u53d1\u8d77\u4eba\u56e2\u961f\u4ecb\u7ecd<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">&nbsp;<\/span><\/section>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><br  \/><\/p>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.958092485549133\" data-s=\"300,640\"  data-type=\"png\" data-w=\"692\" style=\"width: 182px;height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-fcece7da3ba2aeebb3a83ba93b47c636.png\"  \/><\/p>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5434\u6cf0\u9716<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u7684\u535a\u58eb\u540e\u7814\u7a76\u5458\uff0c\u7531Jure Leskovec\u6559\u6388\u6307\u5bfc\u3002\u4ed6\u4ece\u9ebb\u7701\u7406\u5de5\u7269\u7406\u5b66\u535a\u58eb\u6bd5\u4e1a\uff0c\u5176\u6bd5\u4e1a\u8bba\u6587\u4e3b\u9898\u4e3a <em>AI for Physics and Physics for AI<\/em>\uff0c\u672c\u79d1\u6bd5\u4e1a\u4e8e\u5317\u4eac\u5927\u5b66\u3002\u4ed6\u7684\u7814\u7a76\u5174\u8da3\u4e3a AI+Science\uff0c\u5305\u62ec\u5f00\u53d1\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u7528\u4e8e\u5927\u89c4\u6a21\u79d1\u5b66\u548c\u5de5\u7a0b\u4eff\u771f\uff0c\u5f00\u53d1\u795e\u7ecf\u7b26\u53f7\u65b9\u6cd5\u7528\u4e8e\u79d1\u5b66\u53d1\u73b0\uff0c\u4ee5\u53ca\u7531\u79d1\u5b66\u95ee\u9898\u542f\u53d1\u7684\u8868\u793a\u5b66\u4e60\uff08\u8fd0\u7528\u56fe\u795e\u7ecf\u7f51\u7edc\u3001\u4fe1\u606f\u7406\u8bba\u548c\u7269\u7406\u7b49\u65b9\u6cd5\uff09\u3002\u4ed6\u7684\u5de5\u4f5c\u53d1\u8868\u5728NeurIPS\u3001ICLR\u3001UAI\u7b49\u9876\u7ea7\u673a\u5668\u5b66\u4e60\u4f1a\u8bae\u4ee5\u53ca\u7269\u7406\u5b66\u9876\u7ea7\u671f\u520a\u4e0a\uff0c\u5e76\u88ab MIT Technology Review \u62a5\u9053\u3002\u4ed6\u662f\u7f8e\u56fd\u56fd\u5bb6\u79d1\u5b66\u9662\u9662\u520a\uff08PNAS\uff09\u3001Nature Communications\u3001Nature Machine Intelligence\u3001Science Advances\u7b49\u9876\u7ea7\u671f\u520a\u7684\u5ba1\u7a3f\u4eba\u3002<\/span><\/p>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/tailin.org\/<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/p>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><br  \/><\/p>\n<p style=\"text-align: center;margin-bottom: 0px;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.9983108108108109\" data-s=\"300,640\"  data-type=\"png\" data-w=\"592\" style=\"width: 182px;height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-19c649c012b7b57feaf8da9b914019d2.png\"  \/><\/p>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6248\u9e3f\u4e1a<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u73b0\u4f5c\u4e3a\u54c8\u4f5b\u91cf\u5b50\u8ba1\u5212\u7814\u7a76\u5458(HQI Fellow)\uff0c\u5c31\u804c\u4e8e\u54c8\u4f5b\u5927\u5b66\u7269\u7406\u7cfb\u4e0e\u54c8\u4f5b\u5927\u5b66\u91cf\u5b50\u8ba1\u5212\u30022022\u5e74\u5728\u52a0\u5dde\u5927\u5b66\u5723\u5730\u4e9a\u54e5\u5206\u6821\u83b7\u5f97\u7269\u7406\u535a\u58eb\u5b66\u4f4d\uff08\u5bfc\u5e08\u5c24\u4ea6\u5e84\u6559\u6388\uff09\uff0c2016\u5e74\u5728\u5317\u4eac\u5927\u5b66\u83b7\u5f97\u7269\u7406\u5b66\u58eb\u5b66\u4f4d\uff08\u5bfc\u5e08\u5434\u98d9\u6559\u6388\uff09\u3002\u4e3b\u8981\u7814\u7a76\u5174\u8da3\u4e3a\u91cf\u5b50\u8ba1\u7b97\uff0c\u53d8\u5206\u91cf\u5b50\u7b97\u6cd5\uff0c\u91cf\u5b50\u6001\u5c42\u6790\u7406\u8bba\uff0c\u751f\u6210\u578b\u795e\u7ecf\u7f51\u7edc\u4e0e\u65e0\u76d1\u7763\u5b66\u4e60\uff0c\u5f3a\u5316\u5b66\u4e60\uff0c\u91cf\u5b50\u7ea0\u9519\u7801\uff0c\u91cf\u5b50\u591a\u4f53\u7269\u7406\uff0c\u91cf\u5b50\u6700\u4f18\u63a7\u5236\u7406\u8bba\u7b49\u3002\u535a\u58eb\u671f\u95f4\u66fe\u83b7\u5f97UCSD\u7269\u7406\u7cfb\u6311\u6218\u5956\uff0cNASA-USRA\u8d39\u66fc\u5956\u5b66\u91d1\uff0c\u5e7a\u6b63\u57fa\u91d1(unitary fund)\u5956\u91d1\u3002<\/span><\/p>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/scholar.harvard.edu\/hongyehu<\/span><\/p>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><br  \/><\/p>\n<section style=\"text-align: center;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"1.0244252873563218\" data-s=\"300,640\"  data-type=\"png\" data-w=\"696\" style=\"width: 192px;height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-66f27a4bf52ddbb2166f51c323b6a822.png\"  \/><\/section>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5218\u5b50\u9e23<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u76ee\u524d\u662f\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u7269\u7406\u7cfb\u535a\u58eb\u751f\uff0c\u5bfc\u5e08\u662fMax Tegmark\u3002\u6b64\u524d2020\u5e74\u4ed6\u4ece\u5317\u4eac\u5927\u5b66\u83b7\u5f97\u7269\u7406\u5b66\u58eb\u5b66\u4f4d\u3002\u4ed6\u7684\u7814\u7a76\u5174\u8da3\u5728AI\u548c\u7269\u7406\u7684\u4ea4\u53c9\uff1a\u4e00\u65b9\u9762 AI for Physics\uff0c\u5229\u7528AI\u5de5\u5177\u81ea\u52a8\u5316\u7269\u7406\u89c4\u5f8b\u548c\u6982\u5ff5\u7684\u53d1\u73b0\uff1b\u53e6\u4e00\u65b9\u9762 Physics for AI\uff0c\u5229\u7528\u7269\u7406\u542f\u53d1\u6784\u5efaAI\u7406\u8bba\u548c\u66f4\u5177\u53ef\u89e3\u91ca\u6027\u7684\u6a21\u578b\u3002<\/span><\/p>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/kindxiaoming.github.io\/<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><br  \/><\/span><br  \/><\/p>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u62a5\u540d\u53c2\u52a0\u8bfb\u4e66\u4f1a<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">&nbsp;<\/span><\/section>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u672c\u8bfb\u4e66\u4f1a\u9002\u5408\u53c2\u4e0e\u7684\u5bf9\u8c61<\/span><\/strong><\/span><\/h4>\n<ul class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u57fa\u4e8e AI+Science \u7684\u76f8\u5173\u5b66\u79d1\u7814\u7a76\uff0c\u7279\u522b\u662f\u5bf9 AI+Science \u7814\u7a76\u4e2d\u7684\u6a21\u578b\u3001\u65b9\u6cd5\u6709\u6d53\u539a\u5174\u8da3\u7684\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005\uff1b<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u80fd\u57fa\u4e8e\u8bfb\u4e66\u4f1a\u6240\u5217\u4e3b\u9898\u548c\u6587\u732e\u8fdb\u884c\u6df1\u5165\u63a2\u8ba8\uff0c\u53ef\u63d0\u4f9b\u9002\u5408\u7684\u6587\u732e\u548c\u4e3b\u9898\u7684\u670b\u53cb\uff1b<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u80fd\u719f\u7ec3\u9605\u8bfb\u82f1\u6587\u6587\u732e\uff0c\u5e76\u5bf9\u590d\u6742\u79d1\u5b66\u5145\u6ee1\u6fc0\u60c5\uff0c\u5bf9\u4e16\u754c\u7684\u672c\u8d28\u5145\u6ee1\u597d\u5947\u7684\u63a2\u7d22\u8005\uff1b<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u60f3\u953b\u70bc\u81ea\u5df1\u79d1\u7814\u80fd\u529b\u6216\u8005\u6709\u51fa\u56fd\u7559\u5b66\u8ba1\u5212\u7684\u9ad8\u5e74\u7ea7\u672c\u79d1\u751f\u53ca\u7814\u7a76\u751f\u3002<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h4>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u672c\u8bfb\u4e66\u4f1a\u8c22\u7edd\u53c2\u4e0e\u7684\u5bf9\u8c61<\/span><\/strong><\/span><\/h4>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e3a\u786e\u4fdd\u4e13\u4e1a\u6027\u548c\u8ba8\u8bba\u7684\u805a\u7126\uff0c\u672c\u8bfb\u4e66\u4f1a\u8c22\u7edd\u8131\u79bb\u8bfb\u4e66\u4f1a\u6587\u672c\u548c\u590d\u6742\u79d1\u5b66\u95ee\u9898\u672c\u8eab\u7684\u7a7a\u6cdb\u7684\u54f2\u5b66\u548c\u601d\u8fa8\u5f0f\u8ba8\u8bba\uff1b\u4e0d\u63d0\u5021\u8fc7\u5ea6\u5f15\u7533\u5728\u793e\u4f1a\u3001\u4eba\u6587\u3001\u7ba1\u7406\u3001\u653f\u6cbb\u3001\u7ecf\u6d4e\u7b49\u5e94\u7528\u5c42\u9762\u7684\u8ba8\u8bba\u3002\u6211\u4eec\u5c06\u5bf9\u53c2\u4e0e\u4eba\u5458\u8fdb\u884c\u7b5b\u9009\uff0c<strong>\u5982\u679c\u51fa\u73b0\u8ba8\u8bba\u5185\u5bb9\u4e0d\u7b26\u5408\u8981\u6c42\u3001\u7ecf\u63d0\u9192\u65e0\u6548\u8005\uff0c\u4f1a\u88ab\u79fb\u9664\u7fa4\u804a\u5e76\u5bf9\u672a\u53c2\u4e0e\u90e8\u5206\u9000\u8d39\uff0c\u89e3\u91ca\u6743\u5f52\u96c6\u667a\u4ff1\u4e50\u90e8\u6240\u6709\u3002<\/strong><\/span><\/section>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h4>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u8fd0\u884c\u6a21\u5f0f<\/span><\/strong><\/span><\/h4>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u672c\u5b63\u8bfb\u4e66\u4f1a\u9884\u8ba1\u8ba8\u8bba\u5206\u4eab8-10\u6b21\uff0c\u6309\u6682\u5b9a\u6846\u67b6\u8d2f\u6b21\u5c55\u5f00\uff1b<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6bcf\u5468\u8fdb\u884c\u7ebf\u4e0a\u4f1a\u8bae\uff0c\u7531 1-2 \u540d\u8bfb\u4e66\u4f1a\u6210\u5458\u4ee5PPT\u8bb2\u89e3\u7684\u5f62\u5f0f\u9886\u8bfb\u76f8\u5173\u8bba\u6587\uff0c\u4e0e\u4f1a\u8005\u53ef\u4ee5\u5e7f\u6cdb\u53c2\u4e0e\u8ba8\u8bba\uff0c\u4f1a\u540e\u53ef\u4ee5\u83b7\u5f97\u89c6\u9891\u56de\u653e\u6301\u7eed\u5b66\u4e60\u3002<\/span><\/section>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h4>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u4e3e\u529e\u65f6\u95f4<\/span><\/strong><\/span><\/h4>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ece 2023 \u5e74 3 \u6708 26 \u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u65e5\u65e9\u4e0a 9:00-11:00\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba110 \u5468\u3002\u6211\u4eec\u4e5f\u4f1a\u5bf9\u6bcf\u6b21\u5206\u4eab\u7684\u5185\u5bb9\u8fdb\u884c\u5f55\u5236\uff0c\u526a\u8f91\u540e\u53d1\u5e03\u5728\u96c6\u667a\u6591\u56fe\u7f51\u7ad9\u4e0a\uff0c\u4f9b\u8bfb\u4e66\u4f1a\u6210\u5458\u56de\u770b\uff0c\u56e0\u6b64\u62a5\u540d\u7684\u6210\u5458\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u65f6\u95f4\u81ea\u7531\u5b89\u6392\u5b66\u4e60\u65f6\u95f4\u3002<\/span><\/section>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/h4>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u53c2\u4e0e\u65b9\u5f0f<\/span><\/strong><\/span><\/h4>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6b64\u6b21\u8bfb\u4e66\u4f1a\u4e3a\u7ebf\u4e0a\u95ed\u95e8\u8bfb\u4e66\u4f1a\uff0c\u91c7\u7528\u7684\u4f1a\u8bae\u8f6f\u4ef6\u662f\u817e\u8baf\u4f1a\u8bae\uff08\u8bf7\u63d0\u524d\u4e0b\u8f7d\u5b89\u88c5\uff09\u3002<strong>\u5728\u626b\u7801\u5b8c\u6210\u62a5\u540d\u5e76\u6dfb\u52a0\u8d1f\u8d23\u4eba\u5fae\u4fe1\u540e\uff0c\u8d1f\u8d23\u4eba\u4f1a\u5c06\u60a8\u62c9\u5165\u4ea4\u6d41\u793e\u533a\uff08\u5fae\u4fe1\u7fa4\uff09\uff0c\u5165\u7fa4\u540e\u544a\u77e5\u5177\u4f53\u7684\u4f1a\u8bae\u53f7\u7801\u3002<\/strong><\/span><\/section>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h4>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u62a5\u540d\u65b9\u5f0f<\/span><\/strong><\/span><\/h4>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e00\u6b65\uff1a\u626b\u7801\u586b\u5199\u62a5\u540d\u4fe1\u606f\u3002<\/span><\/section>\n<section style=\"text-align: center;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"1\" data-s=\"300,640\"  data-type=\"png\" data-w=\"536\" style=\"width: 137px;height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-913f21bfcffef8bd20a5fd9b1b03ebf8.png\"  \/><\/section>\n<p dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;margin-bottom: 8px;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u626b\u7801\u62a5\u540d<\/span><\/p>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e8c\u6b65\uff1a\u586b\u5199\u4fe1\u606f\u540e\uff0c\u4ed8\u8d39299\u5143\u3002<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e09\u6b65\uff1a\u6dfb\u52a0\u8d1f\u8d23\u4eba\u5fae\u4fe1\uff0c\u62c9\u5165\u5bf9\u5e94\u4e3b\u9898\u7684\u8bfb\u4e66\u4f1a\u793e\u533a\uff08\u5fae\u4fe1\u7fa4\uff09\u3002<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u672c\u8bfb\u4e66\u4f1a\u53ef\u5f00\u53d1\u7968\uff0c\u8bf7\u8054\u7cfb\u76f8\u5173\u8d1f\u8d23\u4eba\u6c9f\u901a\u8be6\u60c5\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<h4 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u9488\u5bf9\u5b66\u751f\u7684\u9000\u8d39\u673a\u5236<\/span><\/strong><\/span><\/h4>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bfb\u4e66\u4f1a\u901a\u8fc7\u5171\u5b66\u5171\u7814\u7684\u673a\u5236\uff0c\u56f4\u7ed5\u524d\u6cbf\u4e3b\u9898\u8fdb\u884c\u5185\u5bb9\u68b3\u7406\u548c\u6c89\u6dc0\uff0c\u6240\u4ee5\u9488\u5bf9\u4e8e\u5b66\u751f\uff0c\u53ef\u4ee5\u901a\u8fc7\u53c2\u4e0e\u5171\u521b\u4efb\u52a1\uff0c\u83b7\u53d6\u79ef\u5206\uff0c\u79ef\u5206\u8fbe\u5230\u9000\u8d39\u6807\u51c6\u4e4b\u540e\uff0c\u53ef\u4ee5\u76f4\u63a5\u9000\u8d39\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<h3 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u52a0\u5165\u793e\u533a\u540e\u53ef\u4ee5\u83b7\u5f97\u7684\u8d44\u6e90<\/span><\/strong><\/span><\/h3>\n<ul class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728\u7ebf\u4f1a\u8bae\u5ba4\u6c89\u6d78\u5f0f\u8ba8\u8bba\uff1a\u4e0e\u4e3b\u8bb2\u4eba\u5373\u65f6\u8ba8\u8bba\u4ea4\u6d41<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ea4\u4e92\u5f0f\u64ad\u653e\u5668\u9ad8\u6548\u56de\u770b\uff1a\u5feb\u901f\u5b9a\u4f4d\u4e3b\u8bb2\u4eba\u63d0\u5230\u7684\u672f\u8bed\u3001\u8bba\u6587\u3001\u5927\u7eb2\u3001\u8ba8\u8bba\u7b49\u91cd\u8981\u65f6\u95f4\u70b9<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u9ad8\u8d28\u91cf\u7684\u4e3b\u9898\u5fae\u4fe1\u793e\u7fa4\uff1a\u7855\u535a\u6bd4\u4f8b\u8d85\u8fc780%\u7684\u6210\u5458\u5fae\u4fe1\u793e\u533a\uff0c\u95ed\u95e8\u591c\u8c08\u548c\u4ea4\u6d41<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8d85\u591a\u5b66\u4e60\u8d44\u6e90\u968f\u624b\u53ef\u5f97\uff1a\u4ece\u4e0d\u540c\u5c3a\u5ea6\u8bb0\u5f55\u4e3b\u9898\u4e0b\u7684\u8def\u5f84\u3001\u8bcd\u6761\u3001\u524d\u6cbf\u89e3\u8bfb\u3001\u7b97\u6cd5\u3001\u5b66\u8005\u7b49<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53c2\u4e0e\u793e\u533a\u5185\u5bb9\u5171\u521b\u4efb\u52a1\uff1a\u8bfb\u4e66\u4f1a\u7b14\u8bb0\u3001\u767e\u79d1\u8bcd\u6761\u3001\u516c\u4f17\u53f7\u6587\u7ae0\u3001\u8bba\u6587\u89e3\u8bfb\u5206\u4eab\u7b49\u4e0d\u540c\u96be\u5ea6\u5171\u521b\u4efb\u52a1\uff0c\u5728\u5b66\u4e60\u4e2d\u8d21\u732e\uff0c\u5728\u4ed8\u51fa\u4e2d\u6536\u83b7\u3002<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5171\u4eab\u8ffd\u8e2a\u4e3b\u9898\u524d\u6cbf\u8fdb\u5c55\uff1a\u5728\u7fa4\u5185\u548c\u516c\u4f17\u53f7\u5206\u4eab\u6700\u65b0\u8fdb\u5c55\uff0c\u9886\u57df\u8bba\u6587\u901f\u9012<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h3>\n<h3 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u53c2\u4e0e\u5171\u521b\u4efb\u52a1\uff0c\u5171\u5efa\u5b66\u672f\u793e\u533a<\/span><\/strong><\/span><\/h3>\n<ul class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bfb\u4e66\u4f1a\u7b14\u8bb0\uff1a\u5728\u4ea4\u4e92\u5f0f\u64ad\u653e\u5668\u4e0a\u8bb0\u5f55\u672f\u8bed\u548c\u53c2\u8003\u6587\u732e<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u96c6\u667a\u767e\u79d1\u8bcd\u6761\uff1a\u56f4\u7ed5\u8bfb\u4e66\u4f1a\u4e3b\u9898\u4e2d\u91cd\u8981\u4e14\u524d\u6cbf\u7684\u77e5\u8bc6\u6982\u5ff5\u68b3\u7406\u6210\u8bcd\u6761\u3002\u4f8b\u5982\uff1a<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\n<li style=\"font-size: 15px;color: rgb(0, 122, 170);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247611863&amp;idx=4&amp;sn=3e76dcdd60a9a3970edcffff1a59dc88&amp;chksm=e8966f5adfe1e64c7fd31411f7b4abeff57cdef630e8fa433f313728441bfb39569e4df10750&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u5927\u89c4\u6a21\u4eba\u7fa4\u6a21\u62df\uff1a\u89c2\u5bdf\u96c6\u4f53\u611a\u8822\u4e0e\u96c6\u4f53\u667a\u6167 | \u96c6\u667a\u767e\u79d1<\/span><\/a><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(0, 122, 170);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247614758&amp;idx=4&amp;sn=9517e1a5383b72d2593d95131969aab6&amp;chksm=e8965babdfe1d2bd09a71513dceb851069d7acc571d6126d597a7a251884568d50898518cdc7&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u884c\u4e3a\u7ecf\u6d4e\u5b66\uff1a\u7ecf\u6d4e\u7cfb\u7edf\u7684\u884c\u4e3a\u4e3b\u4f53\u662f\u5426\u7406\u6027\uff1f| \u96c6\u667a\u767e\u79d1<\/span><\/a><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(0, 122, 170);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247613356&amp;idx=4&amp;sn=5256c39b6fc3c77fa314c0b5d701f698&amp;chksm=e8966121dfe1e837eb54d42d3e14e7b07e0bfec2ea31666fa20656b364c74c4aa85c4555314f&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u7f51\u7edc\u53ef\u63a7\u6027\uff1a\u7ed3\u6784\u53ef\u63a7\u6027\u4e0e\u6700\u5927\u5339\u914d | \u96c6\u667a\u767e\u79d1<\/span><\/a><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bba\u6587\u89e3\u8bfb\u5206\u4eab\uff1a\u8ba4\u9886\u5f85\u8bfb\u5217\u8868\u4e2d\u7684\u8bba\u6587\uff0c\u4ee5\u4e3b\u9898\u62a5\u544a\u7684\u5f62\u5f0f\u5728\u793e\u533a\u5206\u4eab<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bba\u6587\u6458\u8981\u7ffb\u8bd1\uff1a\u7ffb\u8bd1\u793e\u533a\u63a8\u8350\u8bba\u6587\u4e2d\u7684\u6458\u8981\u548c\u56fe\u6ce8<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u516c\u4f17\u53f7\u6587\u7ae0\uff1a\u4ee5\u7ffb\u8bd1\u6574\u7406\u6216\u8005\u539f\u521b\u751f\u4ea7\u5f62\u5f0f\u751f\u4ea7\u516c\u4f17\u53f7\u6587\u7ae0\uff0c\u4ee5\u4ecb\u7ecd\u524d\u6cbf\u8fdb\u5c55\u3002\u4f8b\u5982\uff1a<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bba\u6587\u7ffb\u8bd1<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;margin-left: 32px;margin-right: 32px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247627615&amp;idx=1&amp;sn=be379353aea95a746f4b0eb8e99c6c49&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u591a\u8005\u5f02\u4e5f\uff1a\u7834\u7f3a\u7684\u5bf9\u79f0\u6027\u4e0e\u79d1\u5b66\u5c42\u7ea7\u7ed3\u6784\u7684\u672c\u8d28<br  \/><\/span><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247584281&amp;idx=1&amp;sn=f1bd965a7e690202324947cb4f931be7&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u8bfa\u5956\u59d4\u5458\u4f1a\u4e07\u5b57\u8bc4\u8ff0\uff1a\u4e3a\u4ec0\u4e48\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u53d7\u8bfa\u8d1d\u5c14\u7269\u7406\u5b66\u5956\u9752\u7750\uff1f<br  \/><\/span><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247631378&amp;idx=1&amp;sn=2214710d9c092b6d75587e3737c9ff3c&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u4ece\u751f\u547d\u8d77\u6e90\u5230\u6d41\u884c\u75c5\uff1a\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u591a\u5c3a\u5ea6\u6d8c\u73b0\u73b0\u8c61<\/span><\/a><\/section>\n<\/section>\n<\/section>\n<\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u79d1\u666e\u6587\u7ae0\u7ffb\u8bd1<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;margin-left: 32px;margin-right: 32px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247611133&amp;idx=1&amp;sn=af5e995e3a218f7bfe38a8cdcf8593b7&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u6d8c\u73b0\uff1a21\u4e16\u7eaa\u79d1\u5b66\u7684\u7edf\u4e00\u4e3b\u9898<br  \/><\/span><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247519456&amp;idx=1&amp;sn=c5db1636e9b70fb50b9db85e08a44128&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u4ece\u9ea6\u514b\u65af\u97e6\u5996\u5230\u91cf\u5b50\u751f\u7269\u5b66\uff0c\u751f\u547d\u7269\u8d28\u4e2d\u662f\u5426\u6f5c\u85cf\u7740\u65b0\u7269\u7406\u5b66\uff1f<br  \/><\/span><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247604504&amp;idx=1&amp;sn=a54df1c24b5d7317c9ac594a20f5f4fa&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u5927\u8111\u70ed\u529b\u5b66\uff1a\u5229\u7528\u201c\u6e4d\u6d41\u201d\u8fdc\u79bb\u5e73\u8861\u6001<\/span><\/a><\/section>\n<\/section>\n<\/section>\n<\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bb2\u5ea7\u6574\u7406<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;margin-left: 32px;margin-right: 32px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247511098&amp;idx=1&amp;sn=0bc2f2027a3148cc53385bea6de3305d&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u5f20\u6c5f\uff1a\u4ece\u56fe\u7f51\u7edc\u5230\u56e0\u679c\u63a8\u65ad\uff0c\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u4e94\u90e8\u66f2<br  \/><\/span><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247509774&amp;idx=1&amp;sn=d9a211a83fc650a64622fa8c86a56b1b&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u7c97\u770b\u957f\u5c3e\uff0c\u7ec6\u8fa8\u5e42\u5f8b\uff1a\u8de8\u4e16\u7eaa\u7684\u65e0\u6807\u5ea6\u7f51\u7edc\u7814\u7a76\u7eb7\u4e89\u53f2<br  \/><\/span><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247601490&amp;idx=1&amp;sn=8d3e68b08af6b411b72607d92212a297&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">Erik Hoel\uff1a\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u600e\u6837\u8fde\u901a\u590d\u6742\u7cfb\u7edf\u7684\u5b8f\u89c2\u4e0e\u5fae\u89c2<\/span><\/a><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br  \/><\/p>\n<\/ul>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">PS\uff1a\u5177\u4f53\u53c2\u4e0e\u65b9\u5f0f\u53ef\u4ee5\u52a0\u5165\u8bfb\u4e66\u4f1a\u540e\u67e5\u770b\u5bf9\u5e94\u7684\u5171\u521b\u4efb\u52a1\u5217\u8868\uff0c\u9886\u53d6\u4efb\u52a1\uff0c\u4e0e\u8fd0\u8425\u8d1f\u8d23\u4eba\u6c9f\u901a\u8be6\u60c5\uff0c\u4e0a\u8ff0\u89c4\u5219\u7684\u6700\u7ec8\u89e3\u91ca\u6743\u5f52\u96c6\u667a\u4ff1\u4e50\u90e8\u6240\u6709\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u9605\u8bfb\u6750\u6599<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">&nbsp;<\/span><\/section>\n<h3 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(0, 122, 170);\"><strong><span style=\"font-size: 15px;\">AI for scientific simulation<\/span><\/strong><\/span><\/h3>\n<section style=\"margin-bottom: 0px;\"><span style=\"color: rgb(0, 122, 170);\"><strong><span style=\"font-size: 15px;\"><br  \/><\/span><\/strong><\/span><\/section>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.9598930481283422\" data-s=\"300,640\"  data-type=\"png\" data-w=\"748\" style=\"width: 388px;height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-52033078abde331cc4658f66302f6b20.png\"  \/><\/p>\n<p style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><span style=\"font-family: Arial;font-variant-numeric: normal;font-variant-east-asian: normal;vertical-align: baseline;white-space: pre-wrap;\">@<\/span><span style=\"font-family: Arial;background-color: rgb(255, 255, 255);font-variant-numeric: normal;font-variant-east-asian: normal;vertical-align: baseline;white-space: pre-wrap;\">Frederico Fiuza<\/span><\/span><strong style=\"color: rgb(0, 122, 170);font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: justify;\"><\/strong><\/p>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u4eba\uff1a\u5434\u6cf0\u9716<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u79d1\u5b66\u4eff\u771f\uff08scientific simulation\uff09\u662f\u79d1\u5b66\u4e2d\u7684\u6838\u5fc3\u4efb\u52a1\u4e4b\u4e00\u3002\u4ece\u5fae\u89c2\u7684\u91cf\u5b50\u7269\u7406\u3001\u5316\u5b66\u3001\u6750\u6599\u79d1\u5b66\u3001\u751f\u547d\u79d1\u5b66\uff0c\u5230\u5b8f\u89c2\u7684\u6d41\u4f53\u529b\u5b66\u3001\u7b49\u79bb\u5b50\u4f53\u7269\u7406\u3001\u6c14\u8c61\u5b66\u3001\u5929\u6587\u5b66\uff0c\u5b83\u4eec\u90fd\u9700\u8981\u5bf9\u4e00\u4e2a\u5927\u578b\u7684\u590d\u6742\u7cfb\u7edf\u8fdb\u884c\u6a21\u62df\uff0c\u4ee5\u51c6\u786e\u9884\u6d4b\u7cfb\u7edf\u672a\u6765\u7684\u6f14\u5316\uff0c\u4ee5\u53ca\u66f4\u597d\u5730\u63a7\u5236\u548c\u4f18\u5316\u8fd9\u4e2a\u7cfb\u7edf\u3002\u4f20\u7edf\u7684\u57fa\u4e8e\u7b2c\u4e00\u6027\u539f\u7406\u7684\u65b9\u6cd5\u5f80\u5f80\u9700\u8981\u6781\u5927\u7684\u8ba1\u7b97\u91cf\uff08\u6bd4\u5982\u9700\u8981\u4e0a\u767e\u4e07CPU hours\uff09\uff0c\u5176\u51c6\u786e\u5ea6\u4e5f\u6709\u5f85\u63d0\u9ad8\u3002AI\u7528\u4e8e\u79d1\u5b66\u4eff\u771f\uff08AI for scientific simulation\uff09\u7684\u76ee\u6807\u662f\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7684\u65b9\u6cd5\u6784\u5efa\u4ee3\u7406\u6a21\u578b\uff08surrogate models\uff09\uff0c\u4ee5\u6781\u5927\u63d0\u9ad8\u79d1\u5b66\u4eff\u771f\u7684\u901f\u5ea6\u548c\u51c6\u786e\u5ea6\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728AI\u7528\u4e8e\u79d1\u5b66\u4eff\u771f\u4e2d\uff0c\u65e0\u8bba\u662f\u5fae\u89c2\u8fd8\u662f\u5b8f\u89c2\uff0c\u4ee5\u4e0b\u7684\u51e0\u70b9\u662f\u6838\u5fc3\u95ee\u9898\uff1a<\/span><\/section>\n<ul class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);text-align: justify;\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5bf9\u79f0\u6027\u548c\u5b88\u6052\u5f8b<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a\u5982\u4f55\u8bbe\u8ba1\u673a\u5668\u5b66\u4e60\u7684\u6a21\u578b\u67b6\u6784\u4f7f\u5f97\u7269\u7406\u7cfb\u7edf\u7684\u5bf9\u79f0\u6027\u548c\u5b88\u6052\u5f8b\u80fd\u88ab\u4e25\u683c\u9075\u5b88\uff1f<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);text-align: justify;\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u591a\u5c3a\u5ea6\u548c\u591a\u5206\u8fa8\u7387<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a\u5f88\u591a\u7cfb\u7edf\u7684\u65f6\u7a7a\u52a8\u529b\u5b66\u6a2a\u8de8\u591a\u4e2a\u5c3a\u5ea6\u548c\u5206\u8fa8\u7387\uff0c\u5f80\u5f80\u67d0\u4e9b\u90e8\u5206\u975e\u5e38\u52a8\u6001\uff0c\u9700\u8981\u975e\u5e38\u7cbe\u7ec6\u7684\u5206\u8fa8\u7387\u6765\u51c6\u786e\u6a21\u62df\uff0c\u800c\u5176\u4ed6\u90e8\u5206\u5219\u6bd4\u8f83\u9759\u6001\u3002\u5982\u4f55\u8bbe\u8ba1\u673a\u5668\u5b66\u4e60\u7684\u6a21\u578b\u67b6\u6784\u80fd\u591f\u8fbe\u5230\u51c6\u786e\u5ea6\u548c\u8ba1\u7b97\u91cf\u7684\u5408\u7406\u6743\u8861\uff1f<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);text-align: justify;\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u89c4\u6a21\u7279\u6027<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a\u5f53\u9700\u8981\u6a21\u62df\u7cfb\u7edf\u7684\u81ea\u7531\u5ea6\u6709\u4e0a\u767e\u4e07\u751a\u81f3\u4e0a\u4ebf\u65f6\uff0c\u5982\u4f55\u8bbe\u8ba1\u6a21\u578b\u4ee5\u964d\u4f4e\u8ba1\u7b97\u91cf\uff0c\u6216\u8005\u8ba9\u673a\u5668\u5b66\u4e60\u7684\u67b6\u6784\u80fd\u591f\u9002\u5e94\u8fd9\u6837\u5927\u89c4\u6a21\u7684\u7279\u6027\uff1f<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);text-align: justify;\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u957f\u65f6\u9884\u6d4b\u7684\u51c6\u786e\u6027<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a\u5f88\u591a\u7cfb\u7edf\u7684\u6a21\u62df\u9700\u8981\u7528\u76f8\u540c\u7684\u6a21\u578b\u81ea\u56de\u5f52\u5730\u9884\u6d4b\u51e0\u5341\u6b65\u751a\u81f3\u4e0a\u5343\u6b65\uff0c\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u7684\u9884\u6d4b\u8bef\u5dee\u4f1a\u7d2f\u79ef\uff0c\u5bfc\u81f4\u5728\u81ea\u56de\u5f52\u4e2d\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u8f93\u5165\u4f1a\u6765\u81ea\u5206\u5e03\u5916(out-of-distribution)\u3002\u5982\u4f55\u964d\u4f4e\u957f\u65f6\u9884\u6d4b\u7684\u8bef\u5dee\uff0c\u63d0\u9ad8\u51c6\u786e\u6027\uff1f<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: justify;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: justify;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7531\u4e8e\u4efb\u52a1\u7684\u590d\u6742\u5ea6\uff0cAI\u7528\u4e8e\u79d1\u5b66\u4eff\u771f\u4e5f\u80fd\u4e3a\u673a\u5668\u5b66\u4e60\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u63d0\u4f9b\u5168\u65b0\u7684\u6311\u6218\uff0c\u5728\u5982\u4f55\u8bbe\u8ba1\u5168\u65b0\u7684\u7ed3\u5408\u5bf9\u79f0\u6027\u7684\u795e\u7ecf\u7f51\u7edc\u3001\u8868\u793a\u5b66\u4e60\u3001\u6cdb\u5316\u7406\u8bba\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97\u3001\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff08uncertainty quantification\uff09\u7b49\u65b9\u9762\u6709\u5f88\u591a\u5168\u65b0\u7684\u673a\u4f1a\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6587\u7ae0\u5217\u8868\uff1a<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Lam, R., Sanchez-Gonzalez, A., Willson, M., Wirnsberger, P., Fortunato, M., Pritzel et al \u201cGraphCast: Learning skillful medium-range global weather forecasting.\u201dArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1aDeepMind \u63d0\u51fa\u7684\u4e00\u4e2a\u7528\u56fe\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4ee3\u7406\u6a21\u578b\u6765\u5b9e\u73b0\u4e2d\u7a0b\u5929\u6c14\u9884\u62a5\uff087\u5929\uff09\u3002\u5176\u6a21\u578b\u8d85\u8d8a\u4e86\u5f00\u53d1\u4e86\u51e0\u5341\u5e74\u7684\u4f20\u7edf\u65b9\u6cd5\u5929\u6c14\u9884\u62a5\u7684\u51c6\u786e\u5ea6\u3002\u5176\u4f7f\u7528\u7684\u591a\u5c3a\u5ea6\u56fe\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u548c\u8bad\u7ec3\u65b9\u6cd5\u6709\u501f\u9274\u610f\u4e49\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Li, Z., Kovachki, N. B., Azizzadenesheli, K et al. (2021b). \u201cFourier Neural Operator for Parametric Partial Differential Equations\u201d. International Conference on Learning Representations(ICLR).<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u672c\u6587\u63d0\u51fa\u4e86\u57fa\u4e8e\u5085\u91cc\u53f6\u53d8\u6362\u7684\u795e\u7ecf\u7b97\u5b50(neural operator)\u67b6\u6784\uff0c\u80fd\u591f\u5b9e\u73b0\u51fd\u6570\u7a7a\u95f4\u4e4b\u95f4\u7684\u76f4\u63a5\u6620\u5c04\u3002\u5176\u5728\u504f\u5fae\u5206\u65b9\u7a0b\u7684\u6a21\u62df\u4e2d\u5177\u6709\u5f88\u597d\u7684\u51c6\u786e\u7387\uff0c\u5e76\u4e14\u80fd\u591f\u5b9e\u73b0superresolution\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Pfaff, T., Fortunato, M., Sanchez-Gonzalez et al. (2021). \u201cLearning Mesh-Based Simulation with Graph Networks\u201d. International Conference on Learning Representations(ICLR)<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Wu et al.(2023) \u201cLearning Controllable Adaptive Simulation for Multi-resolution Physics\u201d. International Conference on Learning Representations(ICLR)<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u7b2c\u4e00\u7bc7\u6587\u7ae0(Pfaff et al.)\u63d0\u51fa\u4e86MeshGraphNets\uff0c\u80fd\u591f\u5f88\u597d\u5730\u8fdb\u884c\u57fa\u4e8e\u7f51\u683c\u7684\u6a21\u62df(mesh-based simulation)\uff0c\u80fd\u591f\u7528\u4e8e\u6d41\u4f53\u529b\u5b66\u3001\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u7b49\u7269\u7406\u4eff\u771f\u9886\u57df\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e8c\u7bc7\u6587\u7ae0(Wu et al.)\u672c\u6587\u9488\u5bf9\u4f17\u591a\u79d1\u5b66\u4eff\u771f\u4e2d\u7684\u591a\u5206\u8fa8\u7387\u7684\u95ee\u9898\uff0c\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u7684\u65b9\u6cd5\uff0c\u7528\u4e00\u4e2aMeshGraphNet\u5b66\u4e60\u7cfb\u7edf\u7684\u6f14\u5316\uff0c\u53e6\u4e00\u4e2aMeshGraphNet\u5b66\u4e60\u7a7a\u95f4\u5c40\u57df\u7684\u518d\u7f51\u683c\u5316\uff08remeshing)\uff0c\u5b9e\u73b0\u51c6\u786e\u7387\u548c\u8ba1\u7b97\u91cf\u7684\u5408\u7406\u6743\u8861\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Jumper et al. \u201cHighly accurate protein structure prediction with AlphaFold\u201d. Nature<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u672c\u6587\u63d0\u51fa\u4e86\u8457\u540d\u7684 AlphaFold 2.0\uff0c\u5176\u5bf9\u86cb\u767d\u8d28\u4e09\u7ef4\u6784\u8c61\u7684\u9884\u6d4b\u7684\u51c6\u786e\u5ea6\u6781\u5927\u8d85\u8d8a\u4e86\u5176\u4ed6\u65b9\u6cd5\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics, Physical Review Letters<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u672c\u6587\u63d0\u51fa\u4e86Deep Potential Molecular Dynamics\u7684\u65b9\u6cd5\u7528\u4e8e\u5206\u5b50\u6a21\u62df\u3002\u5176\u6a21\u578b\u5305\u542b\u7cfb\u7edf\u7684\u6240\u6709\u81ea\u7136\u5bf9\u79f0\u6027\uff0c\u5176\u51c6\u786e\u7387\u8fbe\u5230\u4e86\u91cf\u5b50\u529b\u5b66\u7cbe\u5ea6\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Satorras et al.(2021) \u201cE(n) Equivariant Graph Neural Networks\u201d. International Conference on Learning Representations(ICLR)<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u672c\u6587\u63d0\u51fa\u4e86\u7b49\u53d8\u56fe\u795e\u7ecf\u7f51\u7edc\uff0c\u5c06\u7a7a\u95f4\u5e73\u79fb\u548c\u65cb\u8f6c\u7684\u7b49\u53d8\u6027\uff08equivariance\uff09\u690d\u5165\u5230\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u8bbe\u8ba1\u4e2d\uff0c\u5b9e\u73b0\u4e86\u5728\u5206\u5b50\u6027\u8d28\u9884\u6d4b\u7684\u4f18\u8d8a\u6027\u80fd\u3002\u5176\u5c06\u5bf9\u79f0\u6027\u690d\u5165\u795e\u7ecf\u7f51\u7edc\u7684\u8bbe\u8ba1\u7684\u601d\u60f3\u503c\u5f97\u5b66\u4e60\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u76f8\u5173\u6587\u7ae0<\/span><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247656500&amp;idx=4&amp;sn=bf097443f60633d8396aa6955735668c&amp;chksm=e8993eb9dfeeb7afc9c411a4e22baee20745c40f6200821130e9b10a92c27a75a5cedf001983&amp;scene=21#wechat_redirect\" textvalue=\"Nat. Commun. \u901f\u9012\uff1a\u673a\u5668\u5b66\u4e60\u76f4\u63a5\u751f\u6210\u86cb\u767d\u8d28\u6784\u8c61\u96c6\u5408\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-size: 15px;white-space: normal;\" rel=\"noopener noreferrer\">Nat. Commun. \u901f\u9012\uff1a\u673a\u5668\u5b66\u4e60\u76f4\u63a5\u751f\u6210\u86cb\u767d\u8d28\u6784\u8c61\u96c6\u5408<\/a><\/span><\/section>\n<\/li>\n<li>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247653973&amp;idx=1&amp;sn=2b2d63afb08cc875d401e51dd92a1337&amp;chksm=e899c0d8dfee49ce26b2c6604d5f4912d70015b9d7bbae6acae2c359f3c7e163d9d90369e5f8&amp;scene=21#wechat_redirect\" textvalue=\"Nat. Comput. Sci.\uff1a\u9884\u6d4b\u6781\u7aef\u7f55\u89c1\u4e8b\u4ef6\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;font-size: 15px;\" rel=\"noopener noreferrer\">Nat. Comput. Sci.\u901f\u9012\uff1a\u9884\u6d4b\u6781\u7aef\u7f55\u89c1\u4e8b\u4ef6\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5<\/a><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<h3 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(0, 122, 170);\"><strong><span style=\"font-size: 15px;\">AI for scientific design<\/span><\/strong><\/span><\/h3>\n<section style=\"margin-bottom: 0px;\"><span style=\"color: rgb(0, 122, 170);\"><strong><span style=\"font-size: 15px;\"><br  \/><\/span><\/strong><\/span><\/section>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.7494199535962877\" data-s=\"300,640\"  data-type=\"png\" data-w=\"862\" style=\"width: 375px;height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-27de033178065c49d1885bfc23b5f91a.png\"  \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: Arial;font-variant-numeric: normal;font-variant-east-asian: normal;vertical-align: baseline;white-space: pre-wrap;color: rgb(136, 136, 136);font-size: 13px;\">@Deepmind<\/span><\/p>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u4eba\uff1a\u5434\u6cf0\u9716\u3001\u6248\u9e3f\u4e1a<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bbe\u8ba1\u548c\u63a7\u5236\u662f\u79d1\u5b66\u548c\u5de5\u7a0b\u4e2d\u7684\u53e6\u4e00\u4e2a\u6838\u5fc3\u4efb\u52a1\u3002\u5f53\u6709\u4e86\u51c6\u786e\u548c\u5feb\u901f\u7684\u79d1\u5b66\u4eff\u771f\u6216\u8005\u5b9e\u9645\u7684\u5b9e\u9a8c\u4eea\u5668\uff0c\u90a3\u4e48\u5728\u6b64\u4e4b\u4e0a\u53ef\u4ee5\u8bbe\u8ba1\u7cfb\u7edf\u7684\u53c2\u6570\u548c\u8fb9\u754c\u6761\u4ef6\uff08\u6bd4\u5982\u8bbe\u8ba1\u822a\u5929\u5668\u7684\u5f62\u72b6\uff0c\u8bbe\u8ba1\u836f\u7269\uff0c\u8bbe\u8ba1\u65b0\u6750\u6599\uff09\u4ee5\u53ca\u8fdb\u884c\u5b9e\u9a8c\u7684\u8bbe\u8ba1\u548c\u63a7\u5236\uff08\u6bd4\u5982\u8bbe\u8ba1\u91cf\u5b50\u7ea0\u9519\u7801\uff0c\u63a7\u5236\u53ef\u63a7\u6838\u805a\u53d8\u7684\u5b9e\u65f6\u78c1\u573a\u8f93\u5165\uff09\uff0c\u4ee5\u8fbe\u5230\u9884\u5148\u8bbe\u5b9a\u7684\u76ee\u6807\u3002\u8fd9\u4e2a\u9886\u57df\u76ee\u524d\u521a\u521a\u8d77\u6b65\uff0c\u5176\u590d\u6742\u6027\u548c\u96be\u5ea6\u4e3aAI\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6781\u4f73\u7684\u65bd\u5c55\u7a7a\u95f4\uff0c\u80fd\u591f\u6781\u5927\u4fc3\u8fdb\u5f3a\u5316\u5b66\u4e60\u3001\u6269\u6563\u6a21\u578b\u3001\u56fe\u795e\u7ecf\u7f51\u7edc\u3001\u6cdb\u5316\u7b49\u673a\u5668\u5b66\u4e60\u9886\u57df\u65b0\u7b97\u6cd5\u7684\u5f00\u53d1\u3002<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53e6\u5916\uff0c\u7531\u4e8e\u8fd9\u4e2a\u9886\u57df\u76ee\u524d\u521a\u521a\u8d77\u6b65\uff0c\u8fd8\u6709\u5f88\u591a\u91cd\u8981\u7684\u95ee\u9898\u548c\u9886\u57df\u5e76\u672a\u6216\u8005\u6781\u5c11\u6709\u6587\u7ae0\u6d89\u8db3\u3002\u4e00\u4e9b\u53ef\u80fd\u6027\u5982\u4e0b\uff1a<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">1. \u5982\u4f55\u4f18\u5316\u53ef\u63a7\u6838\u805a\u53d8\u7684\u6258\u514b\u9a6c\u514b\u88c5\u7f6e\u7684\u5f62\u72b6\uff0c\u6216\u8005\u8bbe\u8ba1\u65b0\u7684\u6258\u514b\u9a6c\u514b\u88c5\u7f6e\uff1f<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;\">2. \u5982\u4f55\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u8bbe\u8ba1\u653f\u7b56\uff08\u6bd4\u5982\u78b3\u5e02\u573a\uff09\u6216\u8005\u8bbe\u8ba1\u5927\u6c14\u5de5\u7a0b\u4ee5\u51cf\u7f13\u5168\u7403\u53d8\u6696\uff1f<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">3. \u5982\u4f55\u901a\u8fc7model-free\u7684\u65b9\u5f0f\u8bbe\u8ba1\u9ad8\u9c81\u68d2\u6027\u7684\u91cf\u5b50\u64cd\u63a7\u65b9\u6848\uff0c\u5b9e\u73b0\u9ad8\u4fdd\u771f\u5ea6\u591a\u6bd4\u7279\u91cf\u5b50\u95e8\uff1f\u662f\u5426\u53ef\u4ee5\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u7684\u65b9\u5f0f\u6765\u8bbe\u8ba1\u65b0\u7684\u91cf\u5b50\u7ea0\u9519\u7801\uff0c\u5e2e\u52a9\u5b9e\u9a8c\u5b9e\u73b0\u53ef\u7ea0\u9519\u91cf\u5b50\u8ba1\u7b97\uff1f<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6587\u7ae0\u5217\u8868\uff1a<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Degrave et al.(2022)\u201cMagnetic control of tokamak plasmas through deep reinforcement learning\u201d Nature<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u672c\u6587\u7b2c\u4e00\u6b21\u5c06\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7528\u4e8e\u53ef\u63a7\u6838\u805a\u53d8\u7684\u5b9e\u9a8c\u63a7\u5236\u3002\u5176\u5148\u5c06\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u5728\u6a21\u62df\u5668\u4e2d\u8bad\u7ec3\uff0c\u7136\u540e\u76f4\u63a5\u79fb\u690d\u7528\u4e8e\u53ef\u63a7\u6838\u805a\u53d8\u5b9e\u9a8c\u7684\u63a7\u5236\uff0c\u5e76\u4e14\u5b9e\u73b0\u4e86\u4e4b\u524d\u65e0\u6cd5\u5b9e\u73b0\u7684\u7b49\u79bb\u5b50\u4f53\u6784\u8c61\u3002\u5176\u6210\u529f\u8bc1\u660e\u4e86\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u5728\u5927\u578b\u8bd5\u9a8c\u63a7\u5236\u7684\u5e7f\u9614\u524d\u666f\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Allen et al.(2022) \u201cPhysical Design using Differentiable Learned Simulators.\u201d NeurIPS 2022<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u672c\u6587\u5728\u673a\u5668\u5b66\u4e60\u7684\u4ee3\u7406\u6a21\u578b\u4e4b\u4e0a\uff0c\u901a\u8fc7\u68af\u5ea6\u4e0b\u964d\u5b66\u4e60\u7cfb\u7edf\u7684\u8fb9\u754c\u6761\u4ef6\u4ee5\u4f18\u5316\u76ee\u6807\u3002\u5176\u8868\u660e\u4e86\u4ee5\u673a\u5668\u5b66\u4e60\u4ee3\u7406\u6a21\u578b\u4e3a\u6838\u5fc3\u7684\u8bbe\u8ba1\u7cfb\u7edf\u7684\u53ef\u884c\u6027\u548c\u4f18\u8d8a\u6027\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Xu et al. (2022) \u201cGeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation.\u201d International Conference on Learning Representations(ICLR 2022)<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u672c\u6587\u7ed3\u5408\u7b49\u53d8\u56fe\u795e\u7ecf\u7f51\u7edc\u548c\u6269\u6563\u6a21\u578b\u7528\u4e8e\u751f\u6210\u5206\u5b50\u7684\u4e09\u7ef4\u6784\u8c61\u3002\u5176\u5c06\u5bf9\u79f0\u6027\u7ed3\u5408\u6269\u6563\u6a21\u578b\u7684\u65b9\u6cd5\u503c\u5f97\u5b66\u4e60\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Hendrik Poulsen Nautrup, Nicolas Delfosse et al.(2019) \u201cOptimizing quantum error correction code with reinforcement learning\u201d Quantum<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u91cf\u5b50\u7ea0\u9519\u7801\u662f\u5b9e\u73b0\u53ef\u7ea0\u9519\u91cf\u5b50\u8ba1\u7b97\u5e76\u5b9e\u73b0\u91cf\u5b50\u4f18\u52bf\u7684\u5173\u952e\uff0c\u4f46\u662f\u7531\u4e8e\u91cf\u5b50\u8ba1\u7b97\u673a\u786c\u4ef6\u566a\u58f0\u7684\u4e0d\u540c\uff0c\u9488\u5bf9\u786c\u4ef6\u8bbe\u8ba1\u5408\u9002\u7684\u91cf\u5b50\u7ea0\u9519\u7801\u662f\u4e00\u4e2a\u91cd\u8981\u4e14\u8270\u5de8\u7684\u4efb\u52a1\uff0c\u6539\u6587\u7ae0\u5229\u7528\u5f3a\u5316\u5b66\u4e60\u9996\u6b21\u5bf970\u4e2aqubit\u7684surface code\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u6570\u503c\u4e0a\u5c55\u793a\u4e86\u5f3a\u5316\u5b66\u4e60\u53ef\u4ee5\u5b9e\u73b0\u63a5\u8fd1\u6700\u4f18\u7684\u91cf\u5b50\u7ea0\u9519\u7801\u8bbe\u8ba1\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Niu, M. Y., Boixo et al. (2019). \u201cUniversal quantum control through deep reinforcement learning.\u201d Npj Quantum Information<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u7ed3\u5408\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u5728\u6700\u4f18\u63a7\u5236\u65b9\u5411\u5c55\u73b0\u4e86\u5de8\u5927\u7684\u6f5c\u529b\u3002\u5728\u91cf\u5b50\u8ba1\u7b97\u4e2d\uff0c\u5982\u4f55\u64cd\u63a7\u5e95\u5c42\u7269\u7406\u4f53\u7cfb\u7684\u53c2\u6570\uff0c\u5b9e\u73b0\u9ad8\u4fdd\u771f\u5ea6\u4e14\u9ad8\u6548\u7684\u91cf\u5b50\u6bd4\u7279\u95e8\u5bf9\u91cf\u5b50\u6280\u672f\u5c24\u4e3a\u5173\u952e\u3002\u672c\u6587\u5229\u7528TRPO\u5f3a\u5316\u5b66\u4e60\u5bf9\u8d85\u5bfc\u91cf\u5b50\u4f53\u7cfb\u7684\u53c2\u6570\u8fdb\u884c\u4f18\u5316\uff0c\u5b9e\u73b0\u4e86\u9ad8\u4fdd\u771f\u5ea6\u7684\u591a\u91cf\u5b50\u6bd4\u7279\u95e8\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Wang, Z., Rajabzadeh, T et al. (2022). \u201cAutomated Discovery of Autonomous Quantum Error Correction Schemes.\u201d PRX Quantum<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8be5\u7814\u7a76\u7684\u4e3b\u8981\u5de5\u4f5c\u662f\u63a2\u8ba8\u5982\u4f55\u901a\u8fc7\u5f15\u5165\u989d\u5916\u7684\u63a7\u5236\u9a71\u52a8\u548c\u8017\u6563\u4f5c\u7528\u6765\u4fdd\u62a4\u91cf\u5b50\u4fe1\u606f\u3002\u5176\u4e2d\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u5229\u7528\u6570\u503c\u53d8\u5206\u4f18\u5316\u6765\u8bbe\u8ba1\u81ea\u4e3b\u91cf\u5b50\u7ea0\u9519\u7f16\u7801\uff0c\u5e76\u5728\u8c10\u632f\u5b50\u7cfb\u7edf\u4e0a\u5c55\u793a\u4e86\u8be5\u65b9\u6cd5\u7684\u6709\u6548\u6027\uff0c\u5e76\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u8d85\u5bfc\u7ebf\u8def\u7684\u786c\u4ef6\u5b9e\u73b0\u65b9\u6848\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Sivak, V., Eickbusch, A at al. (2022). \u201cModel-Free Quantum Control with Reinforcement Learning.\u201d Physical Review X<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u6a21\u578b\u8bef\u5dee\u662f\u5f53\u524d\u4e3b\u6d41\u91cf\u5b50\u6700\u4f18\u63a7\u5236\u7684\u74f6\u9888\u3002\u7531\u4e8e\u6570\u503c\u6a21\u578b\u548c\u5b9e\u9a8c\u7684\u4e0d\u5339\u914d\uff0c\u5e38\u5e38\u4f1a\u5bfc\u81f4\u6570\u503c\u4f18\u5316\u7684\u6700\u4f18\u63a7\u5236\u5728\u5b9e\u9645\u4e2d\u5e76\u4e0d\u80fd\u8fbe\u5230\u7406\u60f3\u7684\u6548\u679c\u3002\u8be5\u6587\u7ae0\u5229\u7528\u5f3a\u5316\u5b66\u4e60model-free\u7684\u6700\u4f18\u63a7\u5236\u65b9\u6848\u5bf9\u5236\u5907\u9ad8\u4fdd\u771f\u5ea6\u91cf\u5b50\u6001\u8fdb\u884c\u4e86\u6700\u4f18\u63a7\u5236\u7684\u64cd\u4f5c\u3002\u8be5\u65b9\u6848\u4e0d\u4f9d\u8d56\u4e8e\u5236\u5907\u91cf\u5b50\u6001\u7684\u4fdd\u771f\u5ea6\u7684\u5b9e\u9a8c\u4f30\u8ba1\uff0c\u6240\u4ee5\u5728\u6240\u9700\u91cf\u5b50\u6d4b\u91cf\u6570\u91cf\u548c\u6240\u9700\u8981\u5236\u5907\u91cf\u5b50\u6001\u7684\u6570\u91cf\u4e0a\u8fdc\u8d85\u8fc7\u4f20\u7edf\u7684model-free\u7684\u5b9e\u9a8c\u65b9\u6848\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Chenfeng Cao, Chao Zhang et al.(2022). \u201cQuantum variational learning for quantum error correction codes\u201d Quantum<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u91cf\u5b50\u7ea0\u9519\u7801\u662f\u5b9e\u73b0\u53ef\u9760\u91cf\u5b50\u8ba1\u7b97\u7684\u5173\u952e\u3002\u53d8\u5206\u91cf\u5b50\u7ebf\u8def\u662f\u4e0d\u4f9d\u8d56\u53ef\u7ea0\u9519\u91cf\u5b50\u8ba1\u7b97\u673a\u7684\u4e00\u79cd\u9488\u5bf9\u4e2d\u5c3a\u5ea6\u6709\u566a\u58f0\u91cf\u5b50\u8ba1\u7b97\u673a\u7684\u53d8\u5206\u7b97\u6cd5\u3002\u8be5\u6587\u7ae0\u9996\u6b21\u5229\u7528\u53d8\u5206\u91cf\u5b50\u7ebf\u8def\u6765\u5bf9\u91cf\u5b50\u7ea0\u9519\u7801\u8fdb\u884c\u4f18\u5316\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Zhang, X., Wei, Z., Asad et al.(2019). \u201cWhen does reinforcement learning stand out in quantum control? A comparative study on state preparation.\u201d Npj Quantum Information<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u5f3a\u5316\u5b66\u4e60\u4f5c\u4e3a\u4e00\u79cd\u65b0\u578b\u7684\u6280\u672f\u5f00\u59cb\u88ab\u4eba\u4eec\u5e94\u7528\u5230\u91cf\u5b50\u6700\u4f18\u63a7\u5236\u95ee\u9898\u4e0a\u3002\u7136\u800c\u91cf\u5b50\u6700\u4f18\u63a7\u5236\u95ee\u9898\u4e5f\u5177\u6709\u4f20\u7edf\u7684\u4f18\u5316\u7b97\u6cd5\uff0c\u6bd4\u5982\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u7b97\u6cd5\u3002\u672c\u6587\u901a\u8fc7\u5bf9\u6bd4\u5b9e\u9a8c\u8ba8\u8bba\u4e86\u5728\u54ea\u4e9b\u95ee\u9898\u4e0a\uff0c\u65b0\u578b\u7684\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\uff0c\u4f8b\u5982deep-Q learning, policy gradient\u53ef\u80fd\u4f1a\u6bd4\u4f20\u7edf\u7684\u4f18\u5316\u7b97\u6cd5\u66f4\u4f18\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<h3 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(0, 122, 170);\"><strong><span style=\"font-size: 15px;\">AI for scientific discovery<\/span><\/strong><\/span><\/h3>\n<section style=\"margin-bottom: 0px;\"><span style=\"color: rgb(0, 122, 170);\"><strong><span style=\"font-size: 15px;\"><br  \/><\/span><\/strong><\/span><\/section>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.6768916155419223\" data-s=\"300,640\"  data-type=\"png\" data-w=\"978\" style=\"width: 399px;height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-1ff19572cbadd87ef932c70e044e0b50.png\"  \/><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><span style=\"font-size: 13px;\"><span style=\"font-family: Arial;font-variant-numeric: normal;font-variant-east-asian: normal;vertical-align: baseline;white-space: pre-wrap;color: rgb(136, 136, 136);\">@<\/span><span style=\"color: rgb(136, 136, 136);font-family: Arial;background-color: rgb(255, 255, 255);font-variant-numeric: normal;font-variant-east-asian: normal;text-decoration: underline;text-decoration-skip-ink: none;vertical-align: baseline;white-space: pre-wrap;\">Sethuraman Panchanathan<\/span><\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u4eba\uff1a\u5434\u6cf0\u9716\u3001\u5218\u5b50\u9e23<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u79d1\u5b66\u53d1\u73b0\u662f\u79d1\u5b66\u4e2d\u6700\u6fc0\u52a8\u4eba\u5fc3\u7684\u8fc7\u7a0b\u3002\u5b83\u8ba9\u6211\u4eec\u5bf9\u4e00\u4e2a\u7cfb\u7edf\u7684\u7ec4\u6210\u90e8\u5206\uff0c\u7ec4\u6210\u90e8\u5206\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u4ee5\u53ca\u7cfb\u7edf\u6ee1\u8db3\u7684\u89c4\u5f8b\u6709\u66f4\u6df1\u5165\u7684\u8ba4\u8bc6\u3002\u800cAI\u53ef\u4ee5\u6781\u5927\u5730\u52a0\u901f\u8fd9\u4e00\u8fc7\u7a0b\u3002\u5728AI\u7528\u4e8e\u79d1\u5b66\u53d1\u73b0\u4e2d\uff0c\u6709\u4ee5\u4e0b\u4e00\u4e9b\u91cd\u8981\u95ee\u9898\uff1a<\/span><\/section>\n<ol class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u4f55\u8bc6\u522b\u590d\u6742\u7cfb\u7edf\u4e2d\u91cd\u8981\u7684\u81ea\u7531\u5ea6\uff1f\u6bd4\u5982\u867d\u7136\u4e00\u56e2\u7269\u8d28\u6709\u5f88\u591a\u5fae\u89c2\u81ea\u7531\u5ea6\uff0c\u4f46\u4ecd\u53ef\u4ee5\u5f88\u597d\u5730\u88ab\u5c11\u6570\u51e0\u4e2a\u5b8f\u89c2\u81ea\u7531\u5ea6\u63cf\u8ff0\uff0c\u5982\u538b\u5f3a\uff0c\u4f53\u79ef\uff0c\u6e29\u5ea6\u7b49\u3002<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u4f55\u53d1\u73b0\u89c2\u6d4b\u6570\u636e\u6240\u9075\u5faa\u7684\u7406\u8bba\uff08theory\uff09\uff1f\u6bd4\u5982\u53d1\u73b0\u4e07\u6709\u5f15\u529b\u5b9a\u5f8b\uff0c\u53d1\u73b0\u9ea6\u514b\u65af\u97e6\u65b9\u7a0b\u7b49\u3002<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u4f55\u53d1\u73b0\u7cfb\u7edf\u4e2d\u7684\u91cd\u8981\u6982\u5ff5\uff0c\u6bd4\u5982\u5bf9\u79f0\u6027\u548c\u5b88\u6052\u5f8b\uff1f<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u4f55\u53d1\u73b0\u7cfb\u7edf\u5404\u4e2a\u7ec4\u6210\u90e8\u5206\u4e4b\u95f4\u7684\u5173\u7cfb\uff1f<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u4f55\u9884\u6d4b\u7cfb\u7edf\u5728\u5916\u754c\u5fae\u6270\u4e0b\u4ea7\u751f\u7684\u53d8\u5316\uff08\u6bd4\u5982\u7ec6\u80de\u5bf9\u4e8e\u57fa\u56e0\u7684\u6572\u9664\u7684\u53cd\u5e94\uff09\uff1f<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u4f55\u6784\u5efaAI Scientists\uff1f\u79d1\u5b66\u4e2d\u54ea\u4e9b\u95ee\u9898\u53ef\u4ee5\u88abAI\u81ea\u52a8\u5316\uff1f<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ol>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ee5\u4e0a\u7684\u8fd9\u4e9b\u95ee\u9898\uff0c\u4e5f\u4e0e\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u795e\u7ecf\u7b26\u53f7\u6a21\u578b\uff08neurosymbolic models\uff09\u3001\u4e0d\u53d8\u5b66\u4e60\uff08invariant learning\uff09\u3001\u56e0\u679c\u5b66\u4e60\u3001\u4e16\u754c\u6a21\u578b\uff08world models\uff09\u3001\u4e3b\u52a8\u5b66\u4e60\uff08active learning\uff09\u7b49\u6709\u6df1\u523b\u8054\u7cfb\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6587\u7ae0\u5217\u8868\uff1a<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Iten, R., Metger, T. et al. (2020). \u201cDiscovering Physical Concepts with Neural Networks.\u201dPhysical Review Letters<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u7bc7\u6587\u7ae0\u5728\u73a9\u5177\u4f8b\u5b50\u4e0a\u5c55\u793a\u4e86\u91cd\u8981\u7684\u7269\u7406\u6982\u5ff5\u5982\u4f55\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\u6d8c\u73b0\uff0c\u6bd4\u5982\u76f8\u5173\u53c2\u6570\u3001\u5b88\u6052\u91cf\u3001\u65e5\u5fc3\u8bf4\u7b49\u7b49\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Udrescu, S., &amp; Tegmark, M. (2020). \u201cAI Feynman: A physics-inspired method for symbolic regression.\u201d Science Advances<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Udrescu, S., Tan, A. T. H., Feng, J et al. (2020). \u201cAI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity.\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u4e24\u7bc7\u6587\u7ae0\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u7269\u7406\u542f\u53d1\u7684\u7b26\u53f7\u56de\u5f52\u65b9\u6cd5\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Cranmer, M., Sanchez-Gonzalez, A., Battaglia, P. W. et al. (2020). \u201cDiscovering Symbolic Models from Deep Learning with Inductive Biases.\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Lemos, P., Jeffrey, N. L. S., Cranmer, M et al.(2022). \u201cRediscovering orbital mechanics with machine learning.\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u4e24\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u4e00\u79cd\u57fa\u4e8e\u9057\u4f20\u7b97\u6cd5\u7684\u7b26\u53f7\u56de\u5f52\u65b9\u6cd5\uff0c\u5e76\u5c06\u5176\u4e0e\u56fe\u795e\u7ecf\u7f51\u7edc\u7ed3\u5408\u7528\u4e8e\u5929\u4f53\u89c4\u5f8b\u7684\u53d1\u73b0\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Chen, B., Huang, K. L., Raghupathi, S et al. (2022). \u201cAutomated discovery of fundamental variables hidden in experimental data.\u201d Nature Computational Science<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u7bc7\u6587\u7ae0\u5c55\u793a\u4e86\u5982\u4f55\u7528AI\u53bb\u63d0\u53d6\u5b9e\u9a8c\u6570\u636e\uff08\u5982\u89c6\u9891\uff09\u4e2d\u7684\u9690\u85cf\u53d8\u91cf\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Tailin Wu,Max Tegmark. (2018). \u201cToward an AI Physicist for Unsupervised Learning.\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u7bc7\u6587\u7ae0\u6784\u9020\u4e86\u4e00\u4e2aAI\u7269\u7406\u5b66\u5bb6\uff0c\u80fd\u591f\u4ece\u89c2\u6d4b\u6570\u636e\u4e2d\u62bd\u8c61\u603b\u7ed3\u51fa\u7406\u8bba\u3002\u5b83\u501f\u9274\u4e86\u4eba\u7c7b\u7269\u7406\u5b66\u5bb6\u7684\u65b9\u6cd5\u8bba\uff1a\u5206\u800c\u6cbb\u4e4b\uff0c\u5965\u5361\u59c6\u5243\u5200\uff0c\u5bfb\u6c42\u7406\u8bba\u7edf\u4e00\uff0c\u7ec8\u8eab\u5b66\u4e60\u7b49\u7b49\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Cranmer, M., Greydanus et al. (2020). \u201cLagrangian Neural Networks.\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Greydanus, S., Dzamba et al. (2019). \u201cHamiltonian Neural Networks.\u201d Neural Information Processing Systems<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u4e24\u7bc7\u6587\u7ae0\u8ba8\u8bba\u4e86\u5982\u4f55\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\u5b88\u6052\u7cfb\u7edf\u7684\u62c9\u683c\u6717\u65e5\u91cf\u548c\u54c8\u5bc6\u987f\u91cf\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Ziming Liu, Max Tegmark.(2021). \u201cMachine Learning Conservation Laws from Trajectories\u201d Physical Review Letters<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Liu, Z., Madhavan, V., &amp; Tegmark, M. (2022).\u201cMachine learning conservation laws from differential equations.\u201d Physical Review<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u7b2c\u4e00\u7bc7\u6587\u7ae0\u5c55\u793a\u4e86\u5982\u4f55\u628a\u6570\u5b88\u6052\u91cf\u4e2a\u6570\u7684\u95ee\u9898\u8f6c\u5316\u4e3a\u6d41\u5f62\u5b66\u4e60\u95ee\u9898\uff0c\u7b2c\u4e8c\u7bc7\u6587\u7ae0\u5c55\u793a\u4e86\u5982\u4f55\u628a\u627e\u5b88\u6052\u91cf\u7684\u95ee\u9898\u8f6c\u5316\u4e3a\u89e3\u5fae\u5206\u65b9\u7a0b\u7684\u95ee\u9898\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Roohani, Y. H., Huang, K et al. (2022). \u201cGEARS: Predicting transcriptional outcomes of novel multi-gene perturbations.\u201d BioRxiv (Cold Spring Harbor Laboratory)<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u65b9\u6cd5\uff0c\u80fd\u591f\u9884\u6d4b\u7ec6\u80de\u4e2d\u5355\u4e2a\u6216\u8005\u591a\u4e2a\u57fa\u56e0\u7684\u6270\u52a8\u5bfc\u81f4\u7684\u8f6c\u5f55\u53cd\u5e94\uff0c\u5c24\u5176\u80fd\u591f\u6cdb\u5316\u5230\u8bad\u7ec3\u96c6\u4e2d\u6ca1\u6709\u51fa\u73b0\u8fc7\u7684\u57fa\u56e0\u6270\u52a8\u3002\u901a\u8fc7\u8fd9\u4e00\u6587\u7ae0\uff0c\u6211\u4eec\u53ef\u4ee5\u6df1\u5165\u4e86\u89e3AI\u5728\u7cbe\u51c6\u533b\u7597(precision medicine)\u8fd9\u4e00\u91cd\u8981\u9886\u57df\u7684\u5e94\u7528\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u76f8\u5173\u6587\u7ae0<\/span><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<section dir=\"ltr\" style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247633734&amp;idx=1&amp;sn=16d0f537dc3d9436f6b0426feb7cbd5f&amp;chksm=e89991cbdfee18dda40ad612a111b6ce87a4e4ae46c82b31e28b461e712bc300053cb9020812&amp;scene=21#wechat_redirect\" textvalue=\"AI \u79d1\u5b66\u5bb6\u5e2e\u52a9\u53d1\u73b0\u65b0\u7684\u7269\u7406\u5b66\u5b9a\u5f8b\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" 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href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247652948&amp;idx=1&amp;sn=9ea71b5d24547f02c546a5fe678b3cde&amp;chksm=e899ccd9dfee45cfb094a81b53e1108d511178990054d809b4c04884816fc3cfc7b56293a8cd&amp;scene=21#wechat_redirect\" textvalue=\"\u65e0\u91cf\u7eb2\u5b66\u4e60\uff1a\u673a\u5668\u5b66\u4e60\u8bc6\u522b\u65e0\u91cf\u7eb2\u6570\u4e0e\u6807\u5ea6\u5f8b\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;font-size: 15px;\" rel=\"noopener noreferrer\">\u65e0\u91cf\u7eb2\u5b66\u4e60\uff1a\u673a\u5668\u5b66\u4e60\u8bc6\u522b\u65e0\u91cf\u7eb2\u6570\u4e0e\u6807\u5ea6\u5f8b<\/a><\/section>\n<\/li>\n<li>\n<section dir=\"ltr\" style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247496155&amp;idx=1&amp;sn=978f3c460587cb7822ae096018061789&amp;chksm=e897ab56dfe02240231a259f6b8a29dfb615cd3289586ef3dc3715ff29d4d7764e8725c744ee&amp;scene=21#wechat_redirect\" textvalue=\"\u7269\u7406\u5b66\u5bb6\u8981\u5931\u4e1a\uff1f\u673a\u5668\u5b66\u4e60\u80fd\u81ea\u5b66\u91cf\u5b50\u529b\u5b66\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;font-size: 15px;\" rel=\"noopener noreferrer\">\u7269\u7406\u5b66\u5bb6\u8981\u5931\u4e1a\uff1f\u673a\u5668\u5b66\u4e60\u80fd\u81ea\u5b66\u91cf\u5b50\u529b\u5b66\uff01<\/a><\/section>\n<\/li>\n<li>\n<section dir=\"ltr\" style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247562909&amp;idx=2&amp;sn=6ba78e87b11012adabad4308992e16f5&amp;chksm=e896ac10dfe125064b6eb62290a799afc0f7346f2f146afecc5d0a473b468ad9ab715ee167a6&amp;scene=21#wechat_redirect\" textvalue=\"\u673a\u5668\u5b66\u4e60\u63ed\u793a\u91cf\u5b50\u7cfb\u7edf\u7684\u5e95\u5c42\u7269\u7406\u539f\u7406\uff0c\u52a9\u529b\u7269\u7406\u5b66\u53d1\u73b0\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"11\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, 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&quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;font-size: 15px;\" rel=\"noopener noreferrer\">Science\uff1a\u673a\u5668\u5b66\u4e60\u89e3\u51b3\u91cf\u5b50\u591a\u4f53\u95ee\u9898<\/a><\/section>\n<\/li>\n<li>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247651904&amp;idx=1&amp;sn=f5b779b2a3c7cdb6ec816bca30c96ef4&amp;chksm=e899c8cddfee41db53956d7c50d620c3f759d440238e871805f00f651751eb33f5f8b622e6c3&amp;scene=21#wechat_redirect\" textvalue=\"Nature Reviews Physics\uff1a\u4eba\u5de5\u667a\u80fd\u600e\u6837\u4fc3\u8fdb\u79d1\u5b66\u7406\u89e3\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"font-size: 15px;\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;\">Nature Reviews Physics\uff1a\u4eba\u5de5\u667a\u80fd\u600e\u6837\u4fc3\u8fdb\u79d1\u5b66\u7406\u89e3<\/span><\/a><br  \/><\/section>\n<\/li>\n<li>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247639763&amp;idx=1&amp;sn=6b8818d76c1a7b9b568646e5480c7377&amp;chksm=e899f85edfee7148440df4abeaf0d219a9a2500780f735f55518c7d55ebf20437fb21c7b2f02&amp;scene=21#wechat_redirect\" textvalue=\"AI \u81ea\u52a8\u53d1\u73b0\u65b0\u7684\u6df7\u6c8c\u7cfb\u7edf\u5e76\u968f\u5373\u751f\u6210\u5b66\u672f\u8bba\u6587\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"font-size: 15px;\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;\">AI \u81ea\u52a8\u53d1\u73b0\u65b0\u7684\u6df7\u6c8c\u7cfb\u7edf\u5e76\u968f\u5373\u751f\u6210\u5b66\u672f\u8bba\u6587<\/span><\/a><br  \/><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<h3 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">Physics-inspired generative models<\/span><\/strong><\/span><\/h3>\n<section style=\"margin-bottom: 0px;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\"><br  \/><\/span><\/strong><\/span><\/section>\n<p style=\"text-align: center;margin-bottom: 0px;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.5623836126629422\" data-s=\"300,640\"  data-type=\"png\" data-w=\"1074\" style=\"height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-eee96ff62a589abfab89bb862921e1e6.png\"  \/><\/p>\n<p style=\"text-align: center;margin-bottom: 0px;margin-left: 8px;margin-right: 8px;\"><span style=\"font-family: Arial;font-variant-numeric: normal;font-variant-east-asian: normal;vertical-align: baseline;white-space: pre-wrap;color: rgb(136, 136, 136);font-size: 13px;\">@Valentin Tkach for Quanta Magazine<\/span><\/p>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u201cWhat I cannot create, I do not understand.\u201d by Richard Feynman. \u8d39\u66fc\u66fe\u7ecf\u8bf4\u8fc7\uff1a\u201c\u6211\u65e0\u6cd5\u7406\u89e3\u90a3\u4e9b\u6211\u65e0\u6cd5\u521b\u9020\u51fa\u6765\u7684\u4e1c\u897f\u201d\u3002\u540c\u6837\u7684\u903b\u8f91\uff0c\u5bf9\u4e8e\u590d\u6742\u7684\u7cfb\u7edf\/\u6570\u636e\uff0c\u5982\u679c\u6211\u4eec\u53ef\u4ee5\u521b\u9020\/\u751f\u6210\u5b83\uff0c\u6211\u4eec\u5c31\u80fd\u83b7\u5f97\u5bf9\u5b83\u4e00\u5b9a\u7684\u7406\u89e3\u3002\u800c\u7269\u7406\u7279\u522b\u64c5\u957f\u751f\u6210\uff1a\u7b80\u7b80\u5355\u5355\u7684\u51e0\u6761\u7269\u7406\u89c4\u5f8b\u5c31\u53ef\u80fd\u751f\u6210\u51fa\u590d\u6742\u7684\u5b87\u5b99\u4e07\u7269\u3002\u8fd9\u662f\u7269\u7406\u542f\u53d1\u7684\u751f\u6210\u6a21\u578b\u7684\u51fa\u53d1\u70b9\u548c\u52a8\u673a\u3002\u6700\u8fd1\u5927\u706b\u7684Stable Diffusion\u4e5f\u9a8c\u8bc1\u4e86\u8fd9\u79cd\u601d\u7ef4\u6a21\u5f0f\u7684\u6210\u529f\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<ul class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6269\u6563\u6a21\u578b<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u4ed6\u57fa\u4e8e\u7269\u7406\u542f\u53d1\u7684\u751f\u6210\u6a21\u578b<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u57fa\u4e8e\u80fd\u91cf\u7684\u6a21\u578b<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u57fa\u4e8e\u7535\u52a8\u529b\u5b66\u6a21\u578b<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u91cf\u5b50\u751f\u6210\u6a21\u578b<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6587\u7ae0\u63a8\u8350\uff1a<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Gao, X., Anschuetz, E. R., Wang, S et al. (2022). \u201cEnhancing Generative Models via Quantum Correlations.\u201d Physical Review X<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u751f\u6210\u6a21\u578b(generative model)\u662f\u5f53\u4ee3\u6df1\u5ea6\u65e0\u76d1\u7763\u5b66\u4e60\u4e2d\u4e00\u4e2a\u91cd\u8981\u7684\u652f\u67f1\u3002\u8be5\u6587\u7ae0\u9996\u6b21\u8bc1\u660e\u4e86\u5728\u57fa\u4e8e\u91cf\u5b50\u6bd4\u7279\u7684\u91cf\u5b50\u751f\u6210\u6a21\u578b\u4e0a\uff0c\u91cf\u5b50\u5173\u8054\u53ef\u4ee5\u63d0\u5347\u751f\u6210\u6a21\u578b\u7684\u8868\u8fbe\u80fd\u529b\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Eric R. Anschuetz, Hong-Ye Hu et al.(2022).\u201cInterpretable Quantum Advantage in Neural Sequence Learning\u201dArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u751f\u6210\u6a21\u578b(generative model)\u662f\u5f53\u4ee3\u6df1\u5ea6\u65e0\u76d1\u7763\u5b66\u4e60\u4e2d\u4e00\u4e2a\u91cd\u8981\u7684\u652f\u67f1\u3002\u8be5\u6587\u7ae0\u9996\u6b21\u8bc1\u660e\u4e86\u5bf9\u4e8e\u57fa\u4e8e\u8fde\u7eed\u53d8\u91cf\u91cf\u5b50\u4f53\u7cfb\u7684\u751f\u6210\u6a21\u578b\uff0c\u91cf\u5b50\u4e92\u6587\u6027\u53ef\u4ee5\u63d0\u5347\u751f\u6210\u6a21\u578b\u7684\u8868\u8fbe\u80fd\u529b\u3002\u8be5\u6587\u7ae0\u9996\u6b21\u5229\u7528\u8fde\u7eed\u53d8\u91cf\u91cf\u5b50\u751f\u6210\u6a21\u578b\u8fdb\u884c\u4e86\u8bed\u8a00\u7ffb\u8bd1\u4efb\u52a1\uff0c\u5e76\u5c55\u793a\u4e86\u5728\u8be5\u4efb\u52a1\u4e0a\uff0c\u57fa\u4e8e\u540c\u6837\u9690\u53d8\u91cf(hidden memory)\u6570\u91cf\u65f6\uff0c\u91cf\u5b50\u751f\u6210\u6a21\u578b\u7684\u8868\u73b0\u8d85\u8fc7\u4e86\u4f20\u7edf\u7684GRU-RNN\u548cTransformer\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Sohl-Dickstein, J., Weiss, E. G et al. (2015). \u201cDeep Unsupervised Learning using Nonequilibrium Thermodynamics.\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Song, Y., &amp; Ermon, S. (2019). \u201cGenerative Modeling by Estimating Gradients of the Data Distribution.\u201d Neural Information Processing Systems<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Ho, J. C., Jain, A et al. (2020b). \u201cDenoising Diffusion Probabilistic Models.\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Song, Y., Sohl-Dickstein, J., Kingma et al. (2021). \u201cScore-Based Generative Modeling through Stochastic Differential Equations.\u201d International Conference on Learning Representations(ICLR)<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Karras, T., Aittala et al.(2022). \u201cElucidating the Design Space of Diffusion-Based Generative Models.\u201d ArXiv .<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u51e0\u7bc7\u6587\u7ae0\u5c55\u793a\u4e86\u6269\u6563\u6a21\u578b\uff08\u7684\u524d\u4e16\u4eca\u751f\uff09<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u5b83\u57fa\u4e8e\u7269\u7406\u542f\u53d1\u7684\u751f\u6210\u6a21\u578b\uff1a<\/span><\/section>\n<ul class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u57fa\u4e8e\u80fd\u91cf\u7684\u6a21\u578b\uff1a<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">A tutorial on energy-based learning, Lecun et al.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<ul class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u57fa\u4e8e\u7535\u52a8\u529b\u5b66\u7684\u6a21\u578b\uff08\u6027\u80fd\u8d85\u8fc7\u6269\u6563\u6a21\u578b\uff09\uff1a<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Yilun Xu,Ziming Liu et al.(2022). \u201cPoisson Flow Generative Models\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Xu, Y., Liu, Z., Tian, Y et al.(2023). \u201cPFGM++: Unlocking the Potential of Physics-Inspired Generative Models.\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\u76f8\u5173\u6587\u7ae0<\/span><br  \/><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247533455&amp;idx=1&amp;sn=70cddf025ae143084fde953ba053e88b&amp;chksm=e8971902dfe090142ab700a98016796d3dc456dfde07c0ae7ee68c4548cb290e9c17399a182b&amp;scene=21#wechat_redirect\" textvalue=\"\u4eba\u8138\u548c\u5b87\u5b99\u662f\u5565\u5173\u7cfb\uff1f\u770b\u7269\u7406\u5b66\u5bb6\u600e\u6837\u7528\u91cd\u6574\u5316\u7fa4\u6d41\u6a21\u578b\u91cd\u65b0\u7406\u89e3\u89c6\u89c9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"white-space: normal;font-size: 15px;\" rel=\"noopener noreferrer\">\u4eba\u8138\u548c\u5b87\u5b99\u662f\u5565\u5173\u7cfb\uff1f\u770b\u7269\u7406\u5b66\u5bb6\u600e\u6837\u7528\u91cd\u6574\u5316\u7fa4\u6d41\u6a21\u578b\u91cd\u65b0\u7406\u89e3\u89c6\u89c9<\/a><\/span><\/section>\n<\/li>\n<li>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247654116&amp;idx=1&amp;sn=b12fa47f1ea8a02abb387764573118fd&amp;chksm=e899c069dfee497f022b1e1a416997a23adb70dcad288ad8356c0d63953e15bfa23b4a4c8973&amp;scene=21#wechat_redirect\" textvalue=\"AI\u751f\u6210\u827a\u672f\u7684\u5e95\u5c42\u539f\u7406\uff1a\u975e\u5e73\u8861\u7269\u7406\u7684\u6269\u6563\u6a21\u578b\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-size: 15px;white-space: normal;\" rel=\"noopener noreferrer\">AI\u751f\u6210\u827a\u672f\u7684\u5e95\u5c42\u539f\u7406\uff1a\u975e\u5e73\u8861\u7269\u7406\u7684\u6269\u6563\u6a21\u578b<\/a><\/span><\/section>\n<\/li>\n<\/ul>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><strong style=\"color: rgb(0, 122, 170);font-size: 16px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><span style=\"font-size: 15px;\">Physics-inspired learning theory<\/span><\/strong><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.575134168157424\" data-s=\"300,640\"  data-type=\"png\" data-w=\"1118\" style=\"height: auto !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-e88a5ae4565d163156ea0461d1c6a2b5.png\"  \/><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><span style=\"font-size: 13px;\"><span style=\"font-family: Arial;font-variant-numeric: normal;font-variant-east-asian: normal;vertical-align: baseline;white-space: pre-wrap;color: rgb(136, 136, 136);\">@<\/span><span style=\"color: rgb(136, 136, 136);\"><span style=\"font-family: Arial;font-variant-numeric: normal;font-variant-east-asian: normal;text-decoration: underline;text-decoration-skip-ink: none;vertical-align: baseline;white-space: pre-wrap;\">James O\u2019Brien<\/span><span style=\"font-family: Arial;font-variant-numeric: normal;font-variant-east-asian: normal;vertical-align: baseline;white-space: pre-wrap;\"> for Quanta Magazine<\/span><\/span><\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u4eba\uff1a\u5218\u5b50\u9e23<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u795e\u7ecf\u7f51\u7edc\u7684\u590d\u6742\u7a0b\u5ea6\u4e0d\u8a00\u800c\u55bb\uff0c\u6bd4\u5982GPT-3\u6709\u63a5\u8fd1\u4e24\u5343\u4ebf\u53c2\u6570\uff0c\u4f46\u662f\u8fd9\u4e2a\u53c2\u6570\u91cf\u8fdc\u4e0d\u53ca\u7269\u7406\u4e16\u754c\u7684\u590d\u6742\u5ea6\uff1a\u4e00\u676f\u6c34\u4e2d\u7684\u5206\u5b50\u5c31\u670910<span style=\"font-size: 12px;\"><sup>23<\/sup><\/span>\u90a3\u4e48\u591a\u4e2a\u3002\u7269\u7406\u5b66\u5bb6\u80fd\u591f\u654f\u9510\u5730\u53d1\u73b0\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u5173\u952e\u53c2\u6570\uff0c\u53d1\u5c55\u6709\u6548\u7406\u8bba\uff0c\u4f7f\u5f97\u7528\u7b80\u5355\u51e0\u4e2a\u53c2\u6570\u63cf\u8ff0\u7cfb\u7edf\u5e76\u8fdb\u884c\u9884\u6d4b\u6210\u4e3a\u53ef\u80fd\u3002\u7269\u7406\u5b66\u7684\u8fd9\u79cd\u201c\u6709\u6548\u7406\u8bba\u201d\u7684\u601d\u60f3\uff0c\u6709\u5e0c\u671b\u63a8\u52a8\u795e\u7ecf\u7f51\u7edc\u7406\u8bba\u5f80\u66f4\u6e05\u6670\u76f4\u89c2\u7684\u7406\u8bba\u56fe\u50cf\u3001\u548c\u5b9e\u9a8c\u66f4\u52a0\u7d27\u5bc6\u7684\u65b9\u5411\u53d1\u5c55\u3002<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<ul class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7269\u7406\u542f\u53d1\u7684 learning theory<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\n<section style=\"margin-bottom: 0px;\">\n<section style=\"line-height: 1.75em;\">\n<section dir=\"ltr\" style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7269\u7406\u542f\u53d1\u4e0b\u7684 Machine learning theory<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/li>\n<\/ul>\n<\/ul>\n<h3 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><\/h3>\n<h3 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h3>\n<h3 dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u6587\u7ae0\uff1a<\/span><\/strong><\/h3>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Bahri, Y., Kadmon, J., Pennington, J et al.(2020). \u201cStatistical Mechanics of Deep Learning.\u201d Annual Review of Condensed Matter Physics<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u7bc7\u7efc\u8ff0\u6587\u7ae0\u603b\u7ed3\u4e86\u7edf\u8ba1\u529b\u5b66\u5bf9\u6df1\u5ea6\u5b66\u4e60\u7684\u8d21\u732e\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Liu Ziyin&amp;Masahito Ueda.(2022). \u201cExact Phase Transitions in Deep Learning\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u7bc7\u6587\u7ae0\u7ed9\u51fa\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u53d8\u7684\u4e00\u4e2a\u57fa\u672c\u6a21\u578b\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Liu, Z., Kitouni, O., Nolte, N. S et al. (2022). \u201cTowards Understanding Grokking: An Effective Theory of Representation&nbsp; Learning.\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u7bc7\u6587\u7ae0\u5c06\u7c92\u5b50\u76f8\u4e92\u4f5c\u7528\u7406\u8bba\u548c\u76f8\u56fe\u7684\u5de5\u5177\u5e94\u7528\u4e8e\u8868\u793a\u5b66\u4e60\u3002<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Roberts, D. K., Yaida et al. (2022). \u201cThe Principles of Deep Learning Theory.\u201d ArXiv<\/span><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u8bed\uff1a\u8fd9\u672c\u4e66\u7528\u573a\u8bba\u7684\u6846\u67b6\u6765\u5206\u6790\u795e\u7ecf\u7f51\u7edc\u3002<\/span><\/strong><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section dir=\"ltr\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u76f8\u5173\u6587\u7ae0<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><\/span><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<section dir=\"ltr\" style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247616668&amp;idx=1&amp;sn=d9d09d76f9ef7bbd751dea29990b2f48&amp;chksm=e8965211dfe1db079bf17825a1c80287bb11f00260569754584e78841e50374429d76fef2ef1&amp;scene=21#wechat_redirect\" textvalue=\"\u5f53\u7269\u7406\u5b66\u9047\u5230\u673a\u5668\u5b66\u4e60\uff1a\u57fa\u4e8e\u7269\u7406\u77e5\u8bc6\u7684\u673a\u5668\u5b66\u4e60\u7efc\u8ff0\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u5f53\u7269\u7406\u5b66\u9047\u5230\u673a\u5668\u5b66\u4e60\uff1a\u57fa\u4e8e\u7269\u7406\u77e5\u8bc6\u7684\u673a\u5668\u5b66\u4e60\u7efc\u8ff0<\/a><\/span><\/section>\n<\/li>\n<li>\n<section dir=\"ltr\" style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247588042&amp;idx=2&amp;sn=83411aa2819854549e6d4a421475cc9f&amp;chksm=e896c247dfe14b515a28723fee4837925e1e84de6b408dca16cbee4bb56113631581d9d94e5b&amp;scene=21#wechat_redirect\" textvalue=\"Nat. Mach. Intell\uff1a\u4f18\u5316\u7269\u7406\u5b66\u548c\u673a\u5668\u5b66\u4e60\u4e4b\u95f4\u7684\u534f\u540c\u4f5c\u7528\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;\" rel=\"noopener noreferrer\">Nat. Mach. Intell\uff1a\u4f18\u5316\u7269\u7406\u5b66\u548c\u673a\u5668\u5b66\u4e60\u4e4b\u95f4\u7684\u534f\u540c\u4f5c\u7528<\/a><\/section>\n<p><br  \/><\/p>\n<\/li>\n<\/ul>\n<section dir=\"ltr\" style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/section>\n<p style=\"text-align: center;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"1\" data-s=\"300,640\"  data-type=\"png\" data-w=\"400\" style=\"width: 145px;height: 145px;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-77ce02f9926a23dcdc595bc2ddad9c68.png\"  \/><\/p>\n<section style=\"margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 14px;color: rgb(136, 136, 136);text-align: left;\">\u626b\u7801\u8fdb\u5165\u201c\u96c6\u667a\u6591\u56fe\u201d\u7f51\u9875\uff0c\u6536\u85cf\u8bfb\u4e66\u4f1a\u9605\u8bfb\u6e05\u5355<\/span><\/section>\n<p style=\"text-align: center;\"><span style=\"font-size: 14px;color: rgb(136, 136, 136);font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: left;\">https:\/\/pattern.swarma.org\/article\/222<br  \/><\/span><\/p>\n<section style=\"line-height: 1.75em;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;text-align: center;\"><br  \/><\/section>\n<section style=\"line-height: 1.75em;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;\"><span style=\"color: rgb(255, 255, 255);font-family: PingFangSC-light;font-size: 15px;font-weight: 700;letter-spacing: 0.544px;text-align: left;background-color: rgb(12, 130, 169);\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/section>\n<p style=\"display: none;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed &nbsp;AI+Science \u662f\u8fd1\u5e74\u5174\u8d77\u7684\u5c06\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u76f8\u7ed3\u5408\u7684\u4e00\u79cd\u8d8b\u52bf\u3002\u4e00\u65b9\u9762\u662f AI for Science\uff0c\u673a\u5668\u5b66\u4e60\u548c\u5176\u4ed6 AI \u6280\u672f\u53ef\u4ee5\u7528\u6765\u89e3\u51b3\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u95ee\u9898\uff0c\u4ece\u9884\u6d4b\u5929\u6c14\u548c\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u5230\u6a21\u62df\u661f\u7cfb\u78b0\u649e\u3001\u8bbe\u8ba1\u4f18\u5316\u6838\u805a\u53d8\u53cd\u5e94\u5806\uff0c\u751a\u81f3\u50cf\u79d1\u5b66\u5bb6\u4e00\u6837\u8fdb\u884c\u79d1\u5b66\u53d1\u73b0\uff0c\u88ab\u79f0\u4e3a\u79d1\u5b66\u53d1\u73b0\u7684\u201c\u7b2c\u4e94\u8303\u5f0f&#8230;<\/p>\n","protected":false},"author":0,"featured_media":41171,"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\/41186"}],"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=41186"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/41186\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/41171"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=41186"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=41186"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=41186"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=41186"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}