{"id":20306,"date":"2020-07-12T18:45:32","date_gmt":"2020-07-12T10:45:32","guid":{"rendered":"https:\/\/swarma.org\/?p=20306"},"modified":"2020-07-12T18:45:32","modified_gmt":"2020-07-12T10:45:32","slug":"%e5%bc%a0%e6%b1%9f%ef%bc%9a%e4%bb%8e%e5%9b%be%e7%bd%91%e7%bb%9c%e5%88%b0%e5%9b%a0%e6%9e%9c%e6%8e%a8%e6%96%ad%ef%bc%8c%e5%a4%8d%e6%9d%82%e7%b3%bb%e7%bb%9f%e8%87%aa%e5%8a%a8%e5%bb%ba%e6%a8%a1%e4%ba%94","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=20306","title":{"rendered":"\u5f20\u6c5f\uff1a\u4ece\u56fe\u7f51\u7edc\u5230\u56e0\u679c\u63a8\u65ad\uff0c\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u4e94\u90e8\u66f2"},"content":{"rendered":"<div class='wxsyncmain'>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\" data-mpa-powered-by=\"yiban.io\"><img class=\"rich_pages js_insertlocalimg\" data-ratio=\"0.5625\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"1280\" style=\"\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-270778fce888d2b200e72a5305b5033e.jpeg\"  \/><\/section>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section mpa-from-tpl=\"t\" style=\"white-space: normal;\">\n<section data-mpa-template-id=\"1172402\" data-mpa-color=\"null\" data-mpa-category=\"fav\" mpa-from-tpl=\"t\" style=\"letter-spacing: 0.544px;\">\n<section mpa-from-tpl=\"t\" style=\"margin-left: 1em;color: rgb(105, 13, 3);font-size: 16px;line-height: 1.4;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\"><span style=\"border-color: rgb(105, 13, 3);color: rgb(255, 255, 255);overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\"><span mpa-is-content=\"t\" style=\"padding: 0.2em 0.5em;border-color: rgb(105, 13, 3);font-weight: inherit;text-decoration: inherit;border-radius: 0.3em;text-align: center;background-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\u5bfc\u8bed<\/span><\/strong><\/span><\/section>\n<section mpa-from-tpl=\"t\" style=\"margin-top: -0.7em;color: rgb(105, 13, 3);font-size: 1em;border-width: 1px;border-style: solid;border-color: rgb(105, 13, 3);border-radius: 0.4em;overflow-wrap: break-word !important;\">\n<section mpa-from-tpl=\"t\" style=\"padding: 1.4em 1em 1em;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\n<section mpa-from-tpl=\"t\" style=\"font-size: 1em;font-weight: inherit;text-align: inherit;text-decoration: inherit;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(136, 136, 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class=\"js_blockquote_digest\">\n<section>\u672c\u8def\u5f84\u9996\u53d1\u81ea\u96c6\u667a\u6591\u56fe\u7f51\u7ad9\uff0c\u66f4\u591a\u8bba\u6587\u548c\u8d44\u6599\u8bf7\u626b\u7801\u83b7\u53d6<\/section>\n<\/section>\n<\/blockquote>\n<p><br  \/><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages js_insertlocalimg\" data-ratio=\"1\" data-s=\"300,640\"  data-type=\"png\" data-w=\"260\" style=\"width: 182px;height: 181px;\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-24ba9ca393764a31e3bcbffc13491fdc.png\"  \/><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">https:\/\/pattern.swarma.org\/path?id=84&amp;from=wechat<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 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style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section mpa-from-tpl=\"t\">\n<p style=\"margin-right: 8px;margin-left: 8px;clear: both;min-height: 1em;color: rgb(0, 0, 0);font-size: medium;\"><br mpa-from-tpl=\"t\"  \/><\/p>\n<section data-mid=\"t4\" style=\"margin-top: 20px;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" mpa-from-tpl=\"t\">\n<section data-preserve-color=\"t\" data-mid=\"\" style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\" mpa-from-tpl=\"t\">\n<section data-mid=\"\" style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: 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style=\"font-size: 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style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u300c\u5982\u4f55\u5bf9\u590d\u6742\u7cfb\u7edf\u8fdb\u884c\u81ea\u52a8\u5efa\u6a21\u300d\uff0c\u8fd9\u662f\u4e00\u4e2a\u8feb\u5207\u7684\u9700\u6c42\u3002<\/span><\/section>\n<h2>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br mpa-from-tpl=\"t\"  \/><\/span><\/section>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section mpa-from-tpl=\"t\">\n<p style=\"margin-right: 8px;margin-left: 8px;clear: both;min-height: 1em;color: rgb(0, 0, 0);\"><br  \/><\/p>\n<section data-mid=\"t4\" style=\"margin-top: 20px;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" mpa-from-tpl=\"t\">\n<section data-preserve-color=\"t\" data-mid=\"\" style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\" mpa-from-tpl=\"t\">\n<section data-mid=\"\" style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" mpa-from-tpl=\"t\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u81ea\u52a8\u5efa\u6a21\u53d1\u5c555\u4e2a\u9636\u6bb5<span style=\"border-color: rgb(123, 12, 0);\"><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<\/h2>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u968f\u7740\u5927\u6570\u636e\u7684\u79ef\u7d2f\u548c\u4eba\u5de5\u667a\u80fd\uff0c\u7279\u522b\u662f\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u53d1\u5c55\uff0c\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6570\u636e\u9a71\u52a8\u7684\u65b9\u5f0f\uff0c\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u6765\u81ea\u52a8\u6784\u5efa\u590d\u6742\u7cfb\u7edf\u7684\u6a21\u578b\u3002\u5176\u57fa\u672c\u6d41\u7a0b\u5982\u56fe\u6240\u793a\uff1a<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><img loading=\"lazy\" data-ratio=\"0.3598265895953757\"  data-type=\"png\" data-w=\"1384\" height=\"auto\" width=\"1384\" style=\"text-align: center;width: 503px;height: 181px;\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-8148e420a62a1e7badc8def1d3aa274f.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe1\uff1a\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u6765\u81ea\u52a8\u6784\u5efa\u590d\u6742\u7cfb\u7edf\u6a21\u578b\u7684\u57fa\u672c\u6d41\u7a0b<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 15px;text-align: justify;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: justify;\"><span style=\"font-size: 15px;text-align: justify;\">\u6211\u4eec\u6839\u636e\u83b7\u53d6\u5230\u7684\u590d\u6742\u7cfb\u7edf\u7684\u89c2\u6d4b\u6570\u636e\uff0c\u5229\u7528 AI \u7cfb\u7edf\uff0c\u81ea\u52a8\u53bb\u6784\u5efa\u51fa\u4e00\u4e2a\u6211\u4eec\u60f3\u8981\u7684\u6a21\u578b\uff0c\u4ece\u800c\u6355\u83b7\u5230\u590d\u6742\u7cfb\u7edf\u5185\u90e8\u7684\u89c4\u5219\u3002<\/span><span style=\"font-size: 15px;text-align: justify;\">\u8fd9\u6837\uff0c\u6211\u4eec\u5c31\u80fd\u591f\u5bf9\u771f\u5b9e\u7684\u590d\u6742\u7cfb\u7edf\u505a\u51fa\u9884\u6d4b\uff0c\u751a\u81f3\u662f\u63a7\u5236\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5176\u5b9e\u8fd9\u4e2a\u53d1\u5c55\u8d8b\u52bf\u6700\u8fd1\u51e0\u5e74\u5df2\u7ecf\u5728\u8fc5\u731b\u53d1\u5c55\u4e86\u3002\u6700\u8fd1\uff0cChaos\u671f\u520a\u63a8\u51fa\u4e86\u7528\u4e8e\u590d\u6742\u7cfb\u7edf\u7684\u673a\u5668\u5b66\u4e60\u7279\u520a\uff0c\u4ece\u8fd9\u4e9b\u6587\u7ae0\u4e2d\u53ef\u89c1\u6574\u4e2a\u9886\u57df\u7684\u53d1\u5c55\u8d8b\u52bf\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"text-align: center;font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"text-align: center;font-size: 15px;\"><\/span><img loading=\"lazy\" data-ratio=\"0.7477744807121661\"  data-type=\"png\" data-w=\"674\" height=\"auto\" width=\"674\" style=\"text-align: center;width: 476px;height: 356px;\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-705c3bf255be04d662189de503144908.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 13px;color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136);font-size: 13px;text-align: justify;\">\u56fe2\uff1aChaos\u4e0a\u6700\u65b0\u7684\u6709\u5173\u673a\u5668\u5b66\u4e60\u4e0e\u590d\u6742\u7cfb\u7edf\u7279\u520a<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u63a5\u4e0b\u6765\uff0c\u6211\u5c06\u5bf9\u300c\u4eba\u5de5\u667a\u80fd\u81ea\u52a8\u5efa\u6a21\u300d\u8fd9\u4e2a\u9886\u57df\u8fdb\u884c\u7efc\u8ff0\u3002\u5728\u8fd9\u91cc\u5927\u4f53\u6309\u7167\u53d1\u5c55\u987a\u5e8f\uff0c\u5c06\u8fd9\u4e00\u9886\u57df\u5212\u5206\u6210\u4e86\u4e94\u4e2a\u9636\u6bb5\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 16px;\">\u9636\u6bb51\uff1a\u57fa\u4e8eRNN\u7684\u6a21\u578b<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u590d\u6742\u7cfb\u7edf\u7684\u884c\u4e3a\u6570\u636e\u5927\u591a\u8868\u73b0\u4e3a\u65f6\u95f4\u5e8f\u5217\uff0c\u800cRNN\u662f\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7684\u4e3b\u8981\u5de5\u5177\uff0c\u56e0\u6b64\u7528RNN\u6765\u81ea\u52a8\u5efa\u6a21\u662f\u4e00\u4e2a\u4e3b\u529b\u65b9\u5411\u3002\u4f7f\u7528RNN\u8fdb\u884c\u5efa\u6a21\uff0c\u5176\u8bb0\u5fc6\u673a\u5236\u53ef\u4ee5\u6355\u6349\u5230\u590d\u6742\u7cfb\u7edf\u7684\u957f\u7a0b\u5173\u8054\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u57fa\u4e8e RNN \u7684\u65b9\u6cd5\u6709\u975e\u5e38\u591a\uff0c\u8fd9\u91cc\u6211\u4eec\u63d0\u4e00\u4e2a\u8ddf\u590d\u6742\u7cfb\u7edf\u76f8\u5173\u7684\u5de5\u4f5c\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing ApproachJaideep Pathak,Brian Hunt,Michelle Girvan.et al.physical review letters\uff082018\uff09<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u8fd9\u4e2a\u5de5\u4f5c\u4e2d\uff0c\u7528 RNN \u7684\u4e00\u79cd\u53d8\u79cd\u6a21\u578b\u201c\u5e93\u8ba1\u7b97\u201d\uff08reservoir computing\uff09\uff0c\u5177\u6709\u5f3a\u5927\u7684\u9884\u6d4b\u80fd\u529b\uff0c\u751a\u81f3\u53ef\u4ee5\u9884\u6d4b\u6df7\u6c8c\u6a21\u578b\uff1a<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><img loading=\"lazy\" data-ratio=\"0.470954356846473\"  data-type=\"png\" data-w=\"482\" height=\"auto\" width=\"482\" style=\"width: 436px;height: 205px;\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-138a89341bc27c243fe3a3913a99c16b.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136);font-size: 13px;text-align: justify;\">\u56fe3\uff1a\u706b\u7130\u65b9\u7a0b\u6a21\u62df\uff08\u4e0a\uff09\u4ee5\u53caRNN\u7684\u9884\u6d4b\uff08\u4e0b\uff09<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><span style=\"font-size: 15px;\"><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);font-size: 16px;\"><strong>\u9636\u6bb52\uff1a\u57fa\u4e8e\u56fe\u7f51\u7edc\u7684\u6a21\u578b<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u56fe\u795e\u7ecf\u7f51\u7edc\uff0c\u7b80\u79f0\u56fe\u7f51\u7edc\uff0c\u662f\u8fd1\u5e74\u53d1\u5c55\u8d77\u6765\u7684\u4e00\u79cd\u6a21\u578b\u3002\u5728\u8fd9\u7c7b\u6a21\u578b\u4e2d\uff0c\u5b83\u57fa\u4e8e\u4e00\u4e2a\u7ed9\u5b9a\u7684\u56fe\u7ed3\u6784\uff0c\u8fd9\u88ab\u79f0\u4e3a\u57fa\u4e8e\u5173\u7cfb\u7684\u504f\u7f6e\u5148\u9a8c\uff08inductive bias\uff09\uff0c\u5b66\u4e60\u4e00\u79cd\u7f51\u7edc\u8282\u70b9\u5230\u8fde\u8fb9\uff0c\u8fde\u8fb9\u5230\u8282\u70b9\u7684\u6620\u5c04\u8fc7\u7a0b\u3002\u7531\u4e8e\u6a21\u578b\u5c06\u56fe\u7ed3\u6784\u5145\u5206\u5229\u7528\uff0c\u80fd\u591f\u628a\u63e1\u975e\u5e38\u5f02\u8d28\u5316\u7684\u7f51\u7edc\u8d77\u6765\uff0c\u56e0\u6b64\u51c6\u786e\u5ea6\u53ef\u4ee5\u5927\u5927\u9ad8\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u56fe\u7f51\u7edc\u7279\u522b\u9002\u5408\u5bf9\u590d\u6742\u7cfb\u7edf\u8fdb\u884c\u81ea\u52a8\u5efa\u6a21\uff0c\u66f4\u591a\u5173\u4e8e\u56fe\u7f51\u7edc\u7684\u57fa\u7840\u4fe1\u606f\uff0c\u53ef\u4ee5\u5728<\/span><span style=\"font-size: 15px;\">\u56fe\u795e\u7ecf\u7f51\u7edc\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u7cfb\u7edf\u79d1\u5b66\u7efc\u5408\u4ea4\u53c9\u5165\u95e8<\/span><span style=\"font-size: 15px;\">\u4e00\u6587\u8be6\u7ec6\u5b66\u4e60\uff0c\u8fd9\u91cc\u4e0d\u518d\u5c55\u5f00\u53d9\u8ff0\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><img loading=\"lazy\" data-ratio=\"0.34439834024896265\"  data-type=\"png\" data-w=\"482\" height=\"auto\" width=\"482\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-a814bdf9fd72595f7615ec85e30d79c3.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><strong><span style=\"text-align: justify;color: rgb(136, 136, 136);font-size: 13px;\">\u56fe4\uff1a\u56fe\u7f51\u7edc\u505a\u52a8\u529b\u5b66\u9884\u6d4b\u539f\u7406\u56fe<\/span><\/strong><span style=\"text-align: justify;color: rgb(136, 136, 136);font-size: 13px;\"><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8fd9\u7bc7\u6587\u7ae0\u5bf9\u56fe\u7f51\u7edc\u8fdb\u884c\u4e86\u5f88\u597d\u7684\u7efc\u8ff0\uff1a<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"125\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section><span style=\"font-size: 15px;\">Relational inductive biases, deep learning, and graph networksPeter W. Battaglia,Jessica B. Hamrick,Victor Bapst.et al.\uff082<\/span><span style=\"font-size: 15px;\">0<\/span><span style=\"font-size: 15px;\">18\uff09<\/span><\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><span style=\"font-size: 15px;\"><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u65f6\u95f4\u5e8f\u5217\u81ea\u52a8\u5b66\u4e60\u65b9\u9762\uff0c\u4e0b\u9762\u8fd9\u7bc7\u6587\u7ae0\u662f\u5f88\u597d\u7684\u5178\u8303\u3002\u56fe\u7f51\u7edc\u4e0d\u4ec5\u5f88\u597d\u5730\u5b66\u4e60\u4e86\u52a8\u529b\u5b66\uff0c\u9884\u6d4b\u51fa\u4e86\u201c\u673a\u5668\u86c7\u201d\u7684\u8fd0\u52a8\u884c\u4e3a\uff0c\u800c\u4e14\u8fd8\u80fd\u591f\u5728\u5b66\u597d\u7684\u52a8\u529b\u5b66\u4e0a\u505a\u63a7\u5236\uff0c\u5373\u7ed9\u5b9a\u76ee\u6807\u4f4d\u7f6e\uff0c\u8ba9\u201c\u673a\u5668\u86c7\u201d\u6a21\u578b\u6f14\u5316\u4e2d\u95f4\u7684\u8fd0\u52a8\u72b6\u6001\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"130\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section><span style=\"font-size: 15px;\">Graph networks as learnable physics engines for inference and control Alvaro Sanchez-Gonzalez, Nicolas Heess, Jost Tobias Springenberg.et al.\uff082<\/span><span style=\"font-size: 15px;\">01<\/span><span style=\"font-size: 15px;\">8\uff09<\/span><\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e0b\u9762\u8fd9\u7bc7\u6587\u7ae0\u662f\u5f69\u4e91\u5929\u6c14\u7b97\u6cd5\u5de5\u7a0b\u5e08\u7684\u5de5\u4f5c\uff0c\u5c06\u56fe\u7f51\u7edc\u5e94\u7528\u4e8e\u96fe\u973e\u9884\u6d4b\uff0c\u5e76\u7ed3\u5408\u6c14\u8c61\u9886\u57df\u77e5\u8bc6\uff0c\u6784\u5efa\u57ce\u5e02\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u7f51\u7edc\u6a21\u578b\uff0c\u5bf9\u9884\u6d4b\u96fe\u973e\u6709\u975e\u5e38\u597d\u7684\u6548\u679c<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"130\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 ForecastingShuo Wang,Yanran Li,Jiang Zhang.et al.arXiv\uff082020\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 16px;\">\u9636\u6bb53\uff1a\u57fa\u4e8e\u795e\u7ecf\u5fae\u5206\u65b9\u7a0b\u6c42\u7684\u65b9\u6cd5<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">2018\u5e74\u7684 ICLR \u4f1a\u8bae\u4e0a\uff0c\u4e00\u7bc7\u9898\u4e3a Neural Ordinary Differential Equation \u7684\u6587\u7ae0\u5f15\u53d1\u4e86\u5927\u91cf\u7684\u5173\u6ce8\u3002\u5728\u77ed\u77ed 2 \u5e74\u4e0d\u5230\u7684\u65f6\u95f4\u91cc\uff0c\u5df2\u7ecf\u5728 Google Scholar \u4e0a\u83b7\u5f97\u4e86 500+ \u5f15\u7528\uff1a<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><img loading=\"lazy\" data-ratio=\"0.6161825726141079\"  data-type=\"png\" data-w=\"482\" height=\"auto\" width=\"auto\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-0aeed7bab8bb7d63123e648f32e7dc3d.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><strong><span style=\"font-size: 13px;color: rgb(136, 136, 136);text-align: justify;\">\u56fe5\uff1aNeuralODE\u7684\u5f15\u7528\u60c5\u51b5<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">NeuralODE\u6587\u7ae0\uff1a<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"105\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>Neural Ordinary Differential EquationsRicky T. Q. Chen,Yulia Rubanova,Jesse Bettencourt.et al.arXiv\uff082018\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5c3d\u7ba1\u6709\u5f88\u591a\u4eba\u6279\u5224\u8fd9\u7bc7\u6587\u7ae0\u521b\u65b0\u6027\u6b20\u4f73\uff0c\u4f46\u662f\u5b83\u7684\u5de7\u5999\u4e4b\u5904\u5c31\u5728\u4e8e\u5728\u5173\u952e\u7684\u65f6\u95f4\u70b9\uff0c\u5bf9\u591a\u65b9\u9762\u53d1\u5c55\u8d77\u6765\u7684\u6280\u672f\u8fdb\u884c\u878d\u6c47\u8d2f\u901a\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u9996\u5148\uff0c\u5c3d\u7ba1\u4e0d\u662f\u8fd9\u7bc7\u6587\u7ae0\u9996\u53d1\uff0c\u4f46\u5b83\u660e\u786e\u6307\u51fa\u53ef\u4ee5\u5c06ResNet\u62d3\u5c55\u4e3a\u4e00\u79cd\u5fae\u5206\u65b9\u7a0b\u7684\u5f62\u5f0f\u3002\u4e8e\u662f\uff0cResNet\u53d8\u6210\u4e86\u65e0\u7a77\u6df1\u7684\u7f51\u7edc\uff0c\u800c\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u95ee\u9898\u4e5f\u53d8\u4e3a\u4e86\u5fae\u5206\u65b9\u7a0b\u7684\u6c42\u89e3\u95ee\u9898\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5176\u6b21\uff0c\u8be5\u6587\u7ae0\u63d0\u51fa\u4e86\u57fa\u4e8e\u4f34\u968f\u65b9\u7a0b\u7684\u8bad\u7ec3\u6c42\u89e3\u65b9\u6cd5\u3002\u6211\u4eec\u7ec8\u4e8e\u53ef\u4ee5\u6446\u8131\u81ea\u52a8\u68af\u5ea6\u53cd\u4f20\u65b9\u6cd5\u7684\u675f\u7f1a\u4e86\u3002\u5c3d\u7ba1\u4eba\u4eec\u53d1\u73b0\u8fd9\u79cd\u65b9\u6cd5\u9664\u4e86\u53ef\u4ee5\u8282\u7701\u5185\u5b58\u5916\uff0c\u5e76\u6ca1\u6709\u5728\u7cbe\u5ea6\u4e0a\u5f88\u5927\u63d0\u5347\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6700\u540e\uff0c\u8be5\u6587\u7ae0\u878d\u5408\u4e86\u53e6\u4e00\u9879\u5f88\u706b\u7684\u6280\u672f\uff0c\u5c31\u662f\u201c\u5f52\u4e00\u5316\u6d41\u201d\uff08Normalizing Flows\uff09\u3002\u8fd9\u79cd\u6280\u672f\u53ef\u4ee5\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a\u53ef\u9006\u7684\u6620\u5c04\uff0c\u4ece\u800c\u7b80\u5316\u6982\u7387\u51fd\u6570\u7684\u8bad\u7ec3\u6c42\u89e3\u3002\u800cNeuralODE\u5219\u53ef\u4ee5\u5c06\u5176\u63d0\u5347\u4e3a\u4e00\u79cd\u6f02\u4eae\u7684\u7eed\u7684\u5f62\u5f0f\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8fd9\u662f\u4e00\u7bc7\u5f52\u4e00\u5316\u6d41\u7684\u4ecb\u7ecd\uff1a<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"133\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>Normalizing Flows for Probabilistic Modeling and InferenceGeorge Papamakarios,Eric Nalisnick,Danilo Jimenez Rezende.et al.arXiv\uff082019\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">NeuralODE\u53ef\u4ee5\u5728\u65f6\u95f4\u5e8f\u5217\u62df\u5408\u548c\u9884\u6d4b\u597d\u7684\u6548\u679c\uff1a<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 15px;\">  &nbsp; &nbsp; &nbsp; &nbsp;<\/span><img loading=\"lazy\" data-ratio=\"0.5\"  data-type=\"png\" data-w=\"658\" height=\"auto\" width=\"658\" style=\"width: 461px;height: 231px;\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-0d197a4759b8277117f1728ec9c0b376.png\"  \/><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe6\uff1a<\/span><\/strong><\/span><strong style=\"color: rgb(136, 136, 136);\"><span style=\"font-size: 13px;\">NeuralODE\u5728\u66f2\u7ebf\u62df\u5408\u4e0a\u7684\u6548\u679c<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e0b\u9762\u8fd9\u7bc7\u6587\u7ae0\u662f2020\u5e74 AAAI \u7684\u83b7\u5956\u8bba\u6587\uff0c\u5b83\u5c06 NeuralODE \u4e0e\u56fe\u7f51\u7edc\u5de7\u5999\u5730\u7ed3\u5408\u5230\u4e00\u8d77\uff0c\u6765\u8fdb\u884c\u5404\u79cd\u590d\u6742\u7f51\u7edc\u4e0a\u5404\u79cd\u52a8\u529b\u5b66\u7684\u9884\u6d4b\uff0c\u5728\u5f88\u5c0f\u7684\u6570\u636e\u91cf\u4e0b\u53d6\u5f97\u4e86\u975e\u5e38\u597d\u7684\u7ed3\u679c\uff1a<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"62\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>Neural Dynamics on Complex NetworksChengxi Zang,Fei WangarXiv\uff082020\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 16px;\"><strong><span style=\"font-size: 16px;color: rgb(123, 12, 0);\">\u9636\u6bb54\uff1a\u56fe\u7ed3\u6784\u4e0e\u52a8\u529b\u5b66\u4e00\u8d77\u5b66\u4e60<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 16px;\"><strong><span style=\"font-size: 16px;color: rgb(123, 12, 0);\"><br  \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u4e3a\u4ec0\u4e48\u8981\u81ea\u52a8\u5b66\u4e60\u4e2a\u4f53\u7684\u76f8\u4e92\u4f5c\u7528\u7ed3\u6784\u5462\uff1f\u90a3\u662f\u56e0\u4e3a\uff0c\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u8fde\u8fb9\u5f80\u5f80\u4ee3\u8868\u7684\u662f\u4e00\u79cd\u56e0\u679c\u8054\u7cfb\uff0c\u56e0\u6b64\u56fe\u7ed3\u6784\u7684\u5b66\u4e60\u4e5f\u5c31\u662f\u56e0\u679c\u5173\u7cfb\u7684\u53d1\u73b0\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5176\u6b21\uff0c\u5f53\u6211\u4eec\u4ece\u65f6\u95f4\u5e8f\u5217\u4e2d\u63d0\u53d6\u51fa\u8fd9\u79cd\u56fe\u7ed3\u6784\uff0c\u53ef\u4ee5\u8ba9\u6211\u4eec\u66f4\u6e05\u695a\u5730\u770b\u5230\u7cfb\u7edf\u5404\u4e2a\u90e8\u5206\u4e4b\u95f4\u662f\u5982\u4f55\u76f8\u4e92\u4f5c\u7528\u7684\uff0c\u4ece\u800c\u63d0\u9ad8\u8fd9\u79cd\u7cfb\u7edf\u7684\u53ef\u89e3\u91ca\u6027\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6700\u540e\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u7528\u4e30\u5bcc\u7684\u7f51\u7edc\u79d1\u5b66\u6280\u672f\u624b\u6bb5\u6765\u5206\u6790\u83b7\u5f97\u7684\u8fd9\u79cd\u56fe\u7ed3\u6784\uff0c\u4ece\u800c\u5e2e\u52a9\u6211\u4eec\u5bf9\u7cfb\u7edf\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u7406\u89e3\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u90a3\u4e48\uff0c\u8fd9\u79cd\u56fe\u7ed3\u6784\u5982\u4f55\u83b7\u5f97\u5462\uff1f\u5b9e\u9645\u4e0a\uff0c\u6ce8\u610f\u529b\u6743\u91cd\u5c31\u662f\u4e00\u79cd\u56fe\u7ed3\u6784\u3002\u5229\u7528 NLP \u4e2d\u7684 Transformer \u6a21\u578b\u9884\u6d4b\u65f6\u95f4\u5e8f\u5217\uff0c\u5176\u5b9e\u5c31\u76f8\u5f53\u4e8e\u5b66\u4e60\u51fa\u4e86\u8bcd\u4e0e\u8bcd\u4e4b\u95f4\u7684\u7f51\u7edc\u5173\u7cfb\uff1a<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"127\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence CaseNeo Wu,Bradley Green,Xue Ben.et al.ariv\uff082020\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8fd9\u7bc7\u6587\u7ae0\u7528\u4e00\u79cd\u65f6\u7a7a\u6ce8\u610f\u529b\u673a\u5236\u6765\u8fdb\u884c\u4ea4\u901a\u6d41\u9884\u6d4b\uff1a<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"113\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>GMAN: A Graph Multi-Attention Network for Traffic PredictionChuanpan Zheng, Xiaoliang Fan, Cheng Wang.et l.\uff082019\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7136\u800c\uff0c\u8fd9\u79cd\u6ce8\u610f\u529b\u5f80\u5f80\u5177\u5907\u591a\u4e2aHead\uff0c\u800c\u4e14\u6709\u65b9\u5411\u6709\u6743\u91cd\uff0c\u751f\u6210\u7684\u7f51\u7edc\u8fd8\u4f1a\u65f6\u5e38\u53d8\u5316\uff0c\u4e0d\u65b9\u4fbf\u6211\u4eec\u5206\u6790\u3002\u56e0\u6b64\uff0c\u56fe\u5377\u79ef\u7f51\u7edc\u7684\u63d0\u51fa\u4eba Thomas Kipf \u9996\u6b21\u63d0\u51fa\u4e86\u4e00\u79cd\u663e\u793a\u56fe\u7ed3\u6784\u7684\u7f51\u7edc\u5b66\u4e60\u65b9\u6cd5\uff08NRI\uff09\uff1a<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"111\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>Neural Relational Inference for Interacting SystemsThomas Kipf, Ethan Fetaya, Kuan-Chieh Wang.et al.arXiv\uff082018\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">NRI\u6a21\u578b\u590d\u6742\u5ea6\u9ad8\uff0c\u53ea\u80fd\u7528\u4e8e\u5c0f\u89c4\u6a21\u7f51\u7edc\uff0c\u6211\u4eec\uff08\u5f20\u6c5f\u8001\u5e08\u79d1\u7814\u7ec4\uff09\u5728NRI\u7684\u57fa\u7840\u4e0a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u66f4\u8f7b\u4fbf\u3001\u6548\u7387\u66f4\u9ad8\u3001\u53ef\u7528\u4e8e\u5927\u89c4\u6a21\u7f51\u7edc\u7684\u7f51\u7edc\u91cd\u6784\u65b9\u6cd5\uff08GGN\uff09\uff1a<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"125\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>A general deep learning framework for network reconstruction and dynamics learningZhang Zhang, Yi Zhao, Jing Liu.et al.\uff082019\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u5c06\u56fe\u7ed3\u6784\u5b66\u4e60\u7684\u65b9\u6cd5\u7528\u4e8e\u56e0\u679c\u53d1\u73b0\u3002\u4f8b\u5982\uff0c\u4e0b\u9762\u8fd9\u7bc7\u6587\u7ae0\u5c31\u7ed3\u5408\u4e86\u56fe\u7ed3\u6784\u5b66\u4e60\u548c\u666e\u901a\u7684RNN\u7f51\u7edc\uff0c\u62d3\u5c55\u4e86\u683c\u5170\u6770\u56e0\u679c\u68c0\u9a8c\uff08Granger Causality\uff09\u7684\u65b9\u6cd5\uff0c\u53d6\u5f97\u4e86\u826f\u597d\u7684\u6548\u679c\u3002<\/span><span style=\"font-size: 15px;\"><\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"97\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section><span style=\"font-size: 15px;\">Neural Granger Causality for Nonlinear Time SeriesAlex Tank,Ian Covert,Nicholas Foti.et al.<\/span><span style=\"font-size: 15px;\">\uff082018\uff09<\/span><\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><span style=\"font-size: 15px;\"><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u53e6\u5916\uff0c\u5229\u7528\u81ea\u6ce8\u610f\u529b\u673a\u5236\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u7528\u4e8e\u63d0\u70bc\u52a8\u6001\u7684\u56fe\u7ed3\u6784\u3002\u4f8b\u5982\uff0c\u4e0b\u9762\u8fd9\u7bc7\u6587\u7ae0\u5c31\u5c06Transformer\u7528\u5230\u4e86\u5404\u79cd\u5177\u6709\u52a8\u6001\u4ea4\u4e92\u56fe\u7684\u590d\u6742\u7cfb\u7edf\u4e4b\u4e2d\u3002<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"131\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>Towards Automated Statistical Physics : Data-driven Modeling of Complex Systems with Deep LearningSeungwoong Ha,Hawoong Jeong\uff082020\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8be5\u6a21\u578b\u80fd\u591f\u901a\u8fc7\u5206\u6790\u5b66\u4e60\u5f97\u5230\u7684\u6ce8\u610f\u529b\uff0c\u800c\u83b7\u5f97\u6bcf\u4e2a Agent \u7684\u4e92\u76f8\u4f5c\u7528\u534a\u5f84\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 15px;\">  &nbsp; &nbsp; &nbsp; &nbsp;<\/span><img loading=\"lazy\" data-ratio=\"0.4211618257261411\"  data-type=\"png\" data-w=\"482\" height=\"auto\" width=\"482\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-a20856af028697182b014e0d3b74b36a.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136);text-align: justify;font-size: 13px;\">\u56fe7\uff1a\u4ee5\u9e1f\u4e3a\u4f8b\u7ed9\u51fa\u7684\u6a21\u578b\u7ed3\u6784<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 15px;\"><\/span><img loading=\"lazy\" data-ratio=\"0.45850622406639\"  data-type=\"png\" data-w=\"482\" height=\"auto\" width=\"auto\" style=\"width: 469px;height: 215px;\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-3fbf3511cd34095616e523b274901aab.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136);text-align: justify;font-size: 13px;\">\u56fe8\uff1a\u6a21\u578b\u81ea\u53d1\u5b66\u4e60\u5230\u7684\u89c6\u91ce\u534a\u5f84<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);font-size: 16px;\"><strong>\u9636\u6bb55\uff1a\u5e72\u9884\u4e0e\u53cd\u4e8b\u5b9e<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);font-size: 16px;\"><strong><br  \/><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8457\u540d\u56fe\u7075\u5956\u83b7\u5f97\u8005\uff0cBayes\u7f51\u63d0\u51fa\u8005 Judea Pearl \u5bf9\u4e8e\u56e0\u679c\u63a8\u7406\u7684\u6267\u7740\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u3002\u4ed6\u5728\u5176\u8457\u4f5c\u300aWhy\u300b\u4e2d\u51fa\u4e86\u56e0\u679c\u7684\u4e09\u91cd\u9636\u68af\uff1a<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><span style=\"font-size: 15px;\"><\/span><img loading=\"lazy\" data-ratio=\"1.057934508816121\"  data-type=\"png\" data-w=\"397\" height=\"auto\" width=\"397\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-fd3d05592d4d351af0af003374cb39e2.png\"  \/><\/section>\n<p style=\"line-height: 1.75em;text-align: center;margin-left: 8px;margin-right: 8px;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><strong><span style=\"font-size: 13px;color: rgb(136, 136, 136);text-align: justify;\">\u56fe9\uff1a\u56e0\u679c\u63a8\u7406\u7684\u4e09\u91cd\u5883\u754c<\/span><\/strong><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u53d1\u73b0\uff0c\u5c3d\u7ba1\u6211\u4eec\u53ef\u4ee5\u4ece\u6570\u636e\u4e2d\u76f4\u63a5\u6316\u6398\u56e0\u679c\u5173\u7cfb\uff0c\u4f46\u662f\u6309\u7167 Pearl \u7684\u6807\u51c6\u6765\u770b\uff0c\u524d\u9762\u8ba8\u8bba\u7684\u6240\u6709\u6a21\u578b\u90fd\u5c5e\u4e8e\u56e0\u679c\u9636\u68af\u7684\u7b2c\u4e00\u5c42\uff0c\u4e5f\u5c31\u662f\u6839\u636e\u6570\u636e\u88ab\u52a8\u5730\u83b7\u5f97\u77e5\u8bc6\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u91cd\u6784\u51fa\u6765\u7684\u8fde\u8fb9\u4e5f\u6781\u6709\u53ef\u80fd\u662f\u4e00\u79cd\u76f8\u5173\u5173\u7cfb\uff0c\u800c\u4e0d\u662f\u56e0\u679c\u5173\u7cfb\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8981\u60f3\u7ee7\u7eed\u722c\u5347\uff0c\u6211\u4eec\u5fc5\u987b\u8ba9\u7b97\u6cd5\u8d70\u51fa\u5b9e\u9a8c\u5ba4\uff0c\u6765\u5bf9\u771f\u5b9e\u4e16\u754c\u8fdb\u884c\u5e72\u9884\uff0c\u751a\u81f3\u8fdb\u884c\u53cd\u4e8b\u5b9e\u63a8\u7406\u3002\u90a3\u4e48\uff0c\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u5982\u4f55\u7a81\u7834\u8fd9\u4e9b\u9650\u5236\u5462\uff1f<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u597d\u5728\uff0c\u6211\u4eec\u5b8c\u5168\u53ef\u4ee5\u7ed9\u8fd9\u7c7b\u7b97\u6cd5\u6784\u5efa\u51fa\u4e00\u4e2a\u865a\u62df\u7684\u5b9e\u9a8c\u5ba4\uff0c\u4ece\u800c\u8ba9\u7b97\u6cd5\u5e72\u9884\u865a\u62df\u4e16\u754c\u4e2d\u7684\u7269\u4f53\uff0c\u4ece\u800c\u5e2e\u52a9\u81ea\u5df1\u63d0\u5347\u5bf9\u7cfb\u7edf\u7684\u7406\u89e3\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4f8b\u5982\uff0c\u4e0b\u9762\u8fd9\u7bc7\u6700\u65b0\u7684\u6587\u7ae0\u5c31\u662f\u5229\u7528\u4e86\u8fd9\u6837\u4e00\u79cd\u601d\u60f3\uff0c\u8ba9\u7b97\u6cd5\u901a\u8fc7\u9009\u62e9\u5e72\u9884\u54ea\u4e00\u4e2a\u7269\u4f53\u624d\u80fd\u66f4\u597d\u5730\u63d0\u5347\u9884\u6d4b\uff0c\u4ece\u800c\u6210\u529f\u6500\u722c\u5230\u4e86\u56e0\u679c\u9636\u68af\u7684\u7b2c\u4e8c\u5c42\uff1a<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"109\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Towards Curiosity-Driven Learning of Physical DynamicsMichael John Lingelbach,Damian Mrowca,Nick Haber.et al.<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<p style=\"line-height: 1.75em;text-align: center;margin-left: 8px;margin-right: 8px;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><img loading=\"lazy\" data-ratio=\"0.6882591093117408\"  data-type=\"png\" data-w=\"494\" height=\"auto\" width=\"494\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-bb7fac64a784762f0a8d03119274fad4.png\"  \/><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe10\uff1a\u4e3b\u52a8\u5e72\u9884\u53ef\u4ee5\u63d0\u9ad8\u673a\u5668\u5bf9\u52a8\u529b\u5b66\u5b66\u4e60\u7684\u51c6\u786e\u5ea6<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u751a\u81f3\u6709\u6587\u7ae0\u58f0\u79f0\uff0c\u53ef\u4ee5\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u6500\u722c\u7b2c\u4e09\u5c42\u9636\u68af\uff0c\u5c3d\u7ba1\u662f\u5426\u7b26\u5408\u771f\u6b63\u7684\u53cd\u4e8b\u5b9e\u63a8\u7406\u8fd8\u9700\u8981\u8fdb\u4e00\u6b65\u786e\u8ba4\uff1a<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"123\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>Deep Structural Causal Models for Tractable Counterfactual InferenceNick Pawlowski, Daniel C. Castro, Ben GlckerarXiv\uff082020\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6700\u540e\uff0c\u5f53\u6211\u4eec\u5b66\u4e60\u5230\u4e86\u57fa\u672c\u6a21\u578b\u4e4b\u540e\uff0c\u8fd8\u53ef\u4ee5\u5bf9\u7cfb\u7edf\u5b9e\u65bd\u63a7\u5236\u3002\u4e0b\u9762\u8fd9\u7bc7\u6587\u7ae0\u5c31\u4ee5\u6a21\u62df\u7684\u667a\u80fd\u4ea4\u901a\u7cfb\u7edf\u4e3a\u5e73\u53f0\uff0c\u8ba8\u8bba\u4e86\u81ea\u52a8\u5b66\u4e60\u4ee5\u5bf9\u7cfb\u7edf\u52a8\u6001\u63a7\u5236\u3002<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"113\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>Flow: A Modular Learning Framework for Autonomy in TrafficCathy Wu,Aboudy Kreidieh,Kanaad Parvate.et al.arXiv\uff0829\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section mpa-from-tpl=\"t\">\n<section data-mid=\"t4\" style=\"margin-top: 20px;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" mpa-from-tpl=\"t\">\n<section data-preserve-color=\"t\" data-mid=\"\" style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\" mpa-from-tpl=\"t\">\n<section data-mid=\"\" style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" mpa-from-tpl=\"t\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u603b\u7ed3\u4e0e\u5c55\u671b<span style=\"border-color: rgb(123, 12, 0);\"><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u603b\u7ed3\u6765\u770b\uff0c\u590d\u6742\u7cfb\u7edf\u7684\u81ea\u52a8\u5efa\u6a21\u5df2\u7ecf\u53d6\u5f97\u4e86\u4e30\u7855\u7684\u6210\u7ee9\u3002\u76f8\u6bd4\u4e8e\u4f20\u7edf\u7684\u4eba\u5de5\u6a21\u578b\uff0c\u81ea\u52a8\u5efa\u6a21\u7684\u4f18\u52bf\u5728\u4e8e\uff1a<\/span><\/section>\n<ul class=\"list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u53ef\u4ee5\u540c\u65f6\u5b66\u4e60\u51fa\u7f51\u7edc\u7ed3\u6784\u548c\u52a8\u529b\u5b66<\/span><\/section>\n<\/li>\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5177\u6709\u8f83\u9ad8\u7684\u51c6\u786e\u5ea6<\/span><\/section>\n<\/li>\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u53ef\u6cdb\u5316<\/span><\/section>\n<\/li>\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e0d\u5f3a\u4f9d\u8d56\u4e8e\u5efa\u6a21\u8005\u7684\u5148\u9a8c\u77e5\u8bc6<\/span><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5f53\u7136\u76f8\u6bd4\u4e8e\u7ecf\u5178\u6a21\u578b\uff0c\u5b83\u8fd8\u5904\u4e8e\u521a\u8d77\u6b65\u7684\u9636\u6bb5\uff0c\u73b0\u5728\u5c1a\u6ca1\u6709\u5bf9\u5982\u4e0b\u95ee\u9898\u8fdb\u884c\u5145\u5206\u8ba8\u8bba\uff1a<\/span><\/section>\n<ul class=\"list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7f51\u7edc\u7684\u6f14\u5316\u6a21\u578b<\/span><\/section>\n<\/li>\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u6a21\u578b<\/span><\/section>\n<\/li>\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u591a\u5c3a\u5ea6\u5efa\u6a21<\/span><\/section>\n<\/li>\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u76ee\u6807\u9a71\u52a8+\u6570\u636e\u9a71\u52a8\u5efa\u6a21<\/span><\/section>\n<\/li>\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u597d\u5947\u5fc3\u9a71\u52a8<\/span><\/section>\n<\/li>\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u2026\u2026<\/span><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u53e6\u5916\uff0c\u8fd9\u5957\u65b9\u6cd5\u867d\u7136\u5728\u51c6\u786e\u5ea6\u3001\u901a\u7528\u6027\u7b49\u65b9\u9762\u53d6\u5f97\u4e86\u826f\u597d\u7684\u8fdb\u5c55\uff0c\u4f46\u662f\u8981\u60f3\u7528\u4e8e\u771f\u5b9e\u4e16\u754c\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6700\u540e\uff0c\u4e4b\u6240\u4ee5\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u53d6\u5f97\u5982\u6b64\u4e30\u5bcc\u7684\u6210\u7ee9\uff0c\u5f52\u6839\u7ed3\u5e95\u5c31\u5728\u4e8e\u53ef\u5fae\u5206\u8ba1\u7b97\u6280\u672f\u7684\u5927\u91cf\u5e94\u7528\u3002\u800c\u672a\u6765\u5728\u5de5\u7a0b\u5e94\u7528\u65b9\u9762\u7684\u4e00\u79cd\u53ef\u7ed3\u5408\u65b9\u5411\u5c31\u662f\u53ef\u5fae\u5206\u7684\u4eff\u771f\u5e73\u53f0\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4f8b\u5982\uff0cDeepMind\u5c31\u5f00\u53d1\u51fa\u4e86\u53ef\u5fae\u5206\u7684\u6d41\u4f53\u4eff\u771f\u5e73\u53f0\uff0c\u5b83\u53ef\u4ee5\u901a\u8fc7\u8bad\u7ec3\u800c\u52a0\u901f\u6a21\u62df\u901f\u5ea6\uff0c\u8fd8\u53ef\u4ee5\u81ea\u52a8\u5bf9\u7cfb\u7edf\u8fdb\u884c\u6570\u636e\u9a71\u52a8\u5f0f\u7684\u5efa\u6a21\u3002\u8fd9\u4e5f\u8bb8\u662f\u4e00\u4e2a\u975e\u5e38\u503c\u5f97\u6295\u8d44\u957f\u671f\u94bb\u7814\u7684\u65b9\u5411\u3002<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"121\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>Learning to Simulate Complex Physics with Graph NetworksAlvaro Sanchez-Gonzalez,Jonathan Godwin,Tobias Pfaff.et al.\uff082020\uff09<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u76f8\u4fe1\uff0c\u5728\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u8d4b\u80fd\u4e4b\u4e0b\uff0c\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u7684\u53d1\u5c55\u4e00\u5b9a\u4f1a\u518d\u6b21\u5347\u7ea7\u3002\u540c\u65f6\uff0c\u4e8c\u8005\u7684\u7ed3\u5408\u53ef\u80fd\u4e5f\u4f1a\u5e2e\u52a9\u6211\u4eec\u89e3\u5f00\u8fd9\u4e2a\u4e16\u754c\u66f4\u6df1\u5c42\u6b21\u7684\u5965\u79d8\u3002<\/span><\/section>\n<p><br  \/><\/p>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section mpa-from-tpl=\"t\">\n<p style=\"margin-right: 8px;margin-left: 8px;clear: both;min-height: 1em;color: rgb(0, 0, 0);\"><br  \/><\/p>\n<section data-mid=\"t4\" style=\"margin-top: 20px;color: rgb(0, 0, 0);display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" mpa-from-tpl=\"t\">\n<section data-preserve-color=\"t\" data-mid=\"\" style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\" mpa-from-tpl=\"t\">\n<section data-mid=\"\" style=\"padding-right: 10px;padding-left: 10px;display: inline-block;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" mpa-from-tpl=\"t\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);font-size: 16px;\">\u7cbe\u5f69\u8bfe\u7a0b\u5df2\u4e0a\u7ebf<br  \/><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br mpa-from-tpl=\"t\"  \/><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages\" data-ratio=\"0.45875706214689266\" data-s=\"300,640\"  data-type=\"png\" data-w=\"885\" style=\"\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-e7e0f72feaec99209e2b0dc5812e7788.png\"  \/><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><span style=\"font-size: 13px;\"><strong><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">https:\/\/campus.swarma.org\/course\/1720?from=wechat<\/span><\/strong><\/span><\/section>\n<p><br  \/><\/p>\n<p><br  \/><\/p>\n<h2>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section mpa-from-tpl=\"t\">\n<section data-mid=\"t4\" mpa-from-tpl=\"t\" style=\"margin-top: 20px;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\">\n<section data-preserve-color=\"t\" data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u201c\u9762\u5411\u590d\u6742\u7cfb\u7edf\u7684\u4eba\u5de5\u667a\u80fd\u201d<\/strong><\/span><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u7cfb\u5217\u95ed\u95e8\u8bfb\u4e66\u4f1a\u62a5\u540d\u4e2d<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 17px;\"><\/span><br  \/><\/section>\n<\/h2>\n<h2>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);\"><strong>\u8bfb\u4e66\u4f1a\u4e3b\u9898<\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u672c\u6b21\u8bfb\u4e66\u4f1a\u5c06\u4f1a\u56f4\u7ed5\u4e0b\u9762\u4e8c\u4e2a\u5b50\u4e3b\u9898\uff0c\u5206\u522b\u662f\uff1a<\/span><\/section>\n<\/h2>\n<ul class=\"list-paddingleft-2\" style=\"margin-right: 8px;margin-left: 8px;width: 577.747px;\">\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\">\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21<\/section>\n<\/li>\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;\">\u57fa\u4e8e\u53ef\u89e3\u91ca\u6027\u7684\u56e0\u679c\u63a8\u65ad\u65b9\u6cd5\u8bba<\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e3a\u66f4\u597d\u7684\u8fdb\u884c\u5b66\u4e60\uff0c\u4ea4\u6d41\u4e0e\u8ba8\u8bba\uff0c\u672c\u7cfb\u5217\u8bfb\u4e66\u4f1a\u662f\u95ed\u95e8\u8bfb\u4e66\u4f1a\u3002\u6211\u4eec\u4f1a\u9009\u53d6\u5176\u4e2d\u7684\u5c11\u6570\u51e0\u671f\u8fdb\u884c\u76f4\u64ad\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<h2>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);\"><strong>\u8bfb\u4e66\u4f1a\u76ee\u7684<\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<\/h2>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u672c\u6b21\u8bfb\u4e66\u4f1a\u7684\u76ee\u7684\u662f<strong>\u901a\u8fc7\u95ed\u95e8\u5206\u4eab\u8ba8\u8bba\u7684\u5f62\u5f0f\uff0c\u6211\u4eec\u5c06\u4e3a\u5927\u5bb6\u63d0\u4f9b\u66f4\u52a0\u6c89\u6d78\uff0c\u6df1\u5ea6\uff0c\u81ea\u7531\u7684\u4ea4\u6d41\u73af\u5883\u3002<\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6b64\u5916\uff0c\u672c\u6b21\u8bfb\u4e66\u4f1a\u8fd8\u5c06\u9009\u62d4\u6570\u540d\u8fdb\u884c\u8fc7\u9ad8\u8d28\u91cf\u5206\u4eab\u7684\u9752\u5e74\u5b66\u8005\u514d\u8d39\u53c2\u4e0e\u6211\u4eec\u540e\u7eed\u7684\u95ed\u95e8\u7814\u8ba8\u6d3b\u52a8\uff1a\u201c\u96c6\u667a-\u51ef\u98ce\u7814\u8bfb\u8425\u201d\u3002\u7814\u8bfb\u8425\u662f\u96c6\u667a\u5e74\u5ea6\u6700\u9ad8\u6c34\u51c6\u7684\u95ed\u95e8\u79d1\u5b66\u7814\u8ba8\u6d3b\u52a8\uff0c\u662f\u96c6\u667a\u79d1\u5b66\u5bb6\u4eec\u7684\u5e74\u5ea6\u805a\u4f1a\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><iframe class=\"video_iframe rich_pages\" data-vidtype=\"1\" data-cover=\"http%3A%2F%2Fshp.qpic.cn%2Fqqvideo_ori%2F0%2Fx3105lm2927_496_280%2F0\" allowfullscreen=\"\" frameborder=\"0\" data-ratio=\"1.7777777777777777\" data-w=\"864\"  src=\"https:\/\/v.qq.com\/iframe\/preview.html?&amp;&amp;auto=0&amp;vid=x3105lm2927\" width=\"100%\" height=\"486\"><\/iframe><\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 15px;\"><strong style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u7f51\u7edc\u51e0\u4f55\u4e0e\u6df1\u5ea6\u5b66\u4e60\u20142018\u96c6\u667a\u51ef\u98ce\u7814\u8bfb\u8425<\/strong><\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;\"><span style=\"font-size: 15px;\"><strong style=\"color: rgb(136, 136, 136);font-size: 13px;\"><\/strong><\/span><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: center;\"><br  \/><span style=\"font-size: 13px;color: rgb(136, 136, 136);\"><\/span><\/section>\n<h2>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);\"><strong>\u53c2\u4e0e\u65b9\u5f0f\u53ca\u65f6\u95f4<\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<\/h2>\n<h3>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u65f6\u95f4\uff1a<\/span><\/strong><\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4ece7\u67085\u65e5\u8d77\uff0c\u6bcf\u5468\u65e5\u665a\u4e0a 20:00-21:30\uff08\u6682\u5b9a\uff09\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba1 2-3 \u4e2a\u6708\uff0c\u4eca\u5929\u4e3a\u7cfb\u5217\u8bfb\u4e66\u4f1a\u7b2c\u4e8c\u671f\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u53c2\u4e0e\u65b9\u5f0f\u3001\u62a5\u540d\u8d39\u7528\u3001\u89c4\u5219\u3001\u62a5\u540d\u5165\u53e3\u53ca\u8bfb\u4e66\u4f1a\u8def\u5f84\u7b49\u4fe1\u606f\u8bf7\u70b9\u51fb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247509836&amp;idx=1&amp;sn=415d8a242a032897a547eba5195c4e8f&amp;chksm=e897fdc1dfe074d70c52e3221527e35135b05b712a0e2db131014d15a23ecdd98760c8b73001&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u95ed\u95e8\u8bfb\u4e66\u4f1a\u62db\u52df\uff1a\u9762\u5411\u590d\u6742\u7cfb\u7edf\u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76 | \u96c6\u667a\u51ef\u98ce\u7814\u8bfb\u8425-\u9884\u5907\u8425<\/a><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<p><br  \/><\/p>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\" style=\"white-space: normal;\">\n<section mpa-from-tpl=\"t\">\n<section data-mid=\"t4\" mpa-from-tpl=\"t\" style=\"margin-top: 20px;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\">\n<section data-preserve-color=\"t\" data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\">\u63a8\u8350\u9605\u8bfb<\/strong><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;text-align: center;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;text-align: center;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247503097&amp;idx=1&amp;sn=30c402aabf4e4a30239a31822653ce8e&amp;chksm=e8979674dfe01f621f41419faf9358a505d0835e6c4cb7b7784553df214a72a8e4bcbf61a16d&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"text-decoration: underline;font-size: 14px;\" rel=\"noopener noreferrer\"><strong>\u56fe\u7f51\u7edc\u5165\u95e8\u8def\u5f84\uff1a\u4ece\u7f51\u7edc\u79d1\u5b66\u89c6\u89d2\u51fa\u53d1\uff0c\u4e0a\u624b\u6df1\u5ea6\u5b66\u4e60\u524d\u6cbf\u6280\u672f<\/strong><\/a><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;text-align: center;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247500604&amp;idx=1&amp;sn=903543112581b0378f22c30faa207155&amp;chksm=e89799b1dfe010a76f97381bea19d2980c8d9eac850ffd3c744129b94f9e95078f7db3f510a1&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"text-decoration: underline;\" rel=\"noopener noreferrer\"><span style=\"font-size: 14px;\"><strong>\u8d85\u8d8a\u7b80\u5355\u89c4\u5219\u2014\u2014\u7528\u56fe\u795e\u7ecf\u7f51\u7edc\u5bf9\u590d\u6742\u7cfb\u7edf\u8fdb\u884c\u81ea\u52a8\u5efa\u6a21<\/strong><\/span><\/a><\/section>\n<section style=\"margin: 0pt 8px;white-space: normal;font-size: 11pt;color: rgb(73, 73, 73);text-align: center;line-height: 1.75em;\"><strong style=\"text-decoration: underline;font-size: 14px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247505524&amp;idx=1&amp;sn=2795eab84aaa14bf657d87459ee451ec&amp;chksm=e8978cf9dfe005ef7ea2dfef4178e91640ee004ff39bca2e8cbc35a43f9e75ee18e0a130b3c6&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u5f20\u6c5f\uff1a\u4ece\u590d\u6742\u79d1\u5b66\u89c6\u89d2\uff0c\u8ffd\u95ee\u751f\u547d\u662f\u4ec0\u4e48<\/a><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;text-align: center;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247502752&amp;idx=1&amp;sn=4ceaf4f227a4f7065b3cd256a2022552&amp;chksm=e897912ddfe0183b570a12e6b40212e33b76a95c54abe6e10afe7069acb9f6236bd39ccf8cda&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"text-decoration: underline;\" rel=\"noopener noreferrer\"><span style=\"font-size: 14px;\"><strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;text-align: center;line-height: 1.75em;\"><br  \/><\/p>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\" style=\"white-space: normal;\">\n<section mpa-from-tpl=\"t\">\n<section data-mpa-template-id=\"1398939\" data-mpa-color=\"null\" data-mpa-category=\"\u6536\u85cf\" mpa-from-tpl=\"t\">\n<section data-mpa-template-id=\"1345806\" data-mpa-color=\"null\" data-mpa-category=\"fav\" mpa-from-tpl=\"t\" style=\"color: rgb(0, 0, 0);font-size: medium;\">\n<p><br mpa-from-tpl=\"t\"  \/><\/p>\n<hr style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;\"  \/>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: center;\"><img data-ratio=\"0.9191011235955057\" data-type=\"gif\" data-w=\"445\" width=\"100%\"  style=\"letter-spacing: 0.5px;visibility: visible !important;width: 64px !important;\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-f8813a24c65fe26cf82889d1466d1718.gif\"  \/><br mpa-from-tpl=\"t\"  \/><\/p>\n<p><br mpa-from-tpl=\"t\"  \/><\/p>\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;\">\n<section data-mpa-template-id=\"83535\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;text-align: center;outline: none medium;\">\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;outline: none medium;\">\n<section data-mpa-template-id=\"83535\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"outline: none medium;\">\n<section data-mpa-template=\"\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 15px;outline: none medium;\">\n<section powered-by=\"xiumi.us\" mpa-from-tpl=\"t\" style=\"line-height: 25.6px;border-color: rgb(123, 12, 0);\">\n<p style=\"margin-top: 10px;margin-bottom: 10px;padding-right: 3px;padding-left: 3px;transform: translate3d(0px, 0px, 0px);border-color: rgb(123, 12, 0);line-height: 1.5em;\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 12px;color: rgb(136, 136, 136);\">\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;padding-right: 3px;padding-left: 3px;transform: translate3d(0px, 0px, 0px);border-color: rgb(123, 12, 0);line-height: 1.5em;\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 12px;color: rgb(136, 136, 136);\">\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<br mpa-from-tpl=\"t\"  \/><\/span><\/strong><\/p>\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;outline: none medium;\">\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><strong mpa-from-tpl=\"t\" style=\"font-size: 14px;white-space: pre-wrap;color: rgb(0, 112, 192);line-height: 25.6px;\"><strong mpa-from-tpl=\"t\" style=\"line-height: 28px;white-space: normal;color: rgb(61, 170, 214);font-size: 20px;\"><span style=\"font-size: 14px;color: rgb(136, 136, 136);\"><span style=\"color: rgb(255, 76, 0);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(0, 128, 255);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(61, 170, 214);\">\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;\"><span style=\"color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;\"><br  \/><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 14px;color: rgb(71, 193, 168);line-height: 20px;\">\n<p style=\"margin: 5px auto;padding: 10px;width: 180px;border-width: 2px;border-style: dashed;border-color: rgb(132, 132, 132);line-height: normal;\"><img data-copyright=\"0\" data-cropselx1=\"0\" data-cropselx2=\"156\" data-cropsely1=\"0\" data-cropsely2=\"156\" data-ratio=\"1\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"1125\"  style=\"visibility: visible !important;width: 156px !important;\" src=\"\/wp-content\/uploads\/2020\/07\/wxsync-2020-07-8d63ba433b859b930f684933c607651c.jpeg\"  \/><\/p>\n<\/section>\n<p><span style=\"font-size: 14px;\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"white-space: normal;\"><br mpa-from-tpl=\"t\"  \/><\/p>\n<p style=\"white-space: normal;font-size: 15px;font-weight: 700;letter-spacing: 0.544px;text-align: center;\"><br  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