{"id":24309,"date":"2021-03-07T17:50:21","date_gmt":"2021-03-07T09:50:21","guid":{"rendered":"https:\/\/swarma.org\/?p=24309"},"modified":"2021-03-07T17:50:21","modified_gmt":"2021-03-07T09:50:21","slug":"%e6%95%b0%e6%8d%ae%e9%a9%b1%e5%8a%a8%e7%9a%84%e5%a4%8d%e6%9d%82%e7%bd%91%e7%bb%9c%e6%8e%a7%e5%88%b6%e6%96%b9%e6%b3%95-%e5%a4%8d%e6%9d%82%e6%80%a7%e7%a7%91%e5%ad%a6%e9%a1%b6%e5%88%8a%e7%b2%be","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=24309","title":{"rendered":"\u6570\u636e\u9a71\u52a8\u7684\u590d\u6742\u7f51\u7edc\u63a7\u5236\u65b9\u6cd5 | \u590d\u6742\u6027\u79d1\u5b66\u9876\u520a\u7cbe\u90098\u7bc7"},"content":{"rendered":"
\u96c6\u667a\u6591\u56fe\u9876\u520a\u8bba\u6587\u901f\u9012\u680f\u76ee\u4e0a\u7ebf\u4ee5\u6765\uff0c\u6301\u7eed\u6536\u5f55\u6765\u81eaNature\u3001Science\u7b49\u9876\u520a\u7684\u6700\u65b0\u8bba\u6587\uff0c\u8ffd\u8e2a\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\u3002\u73b0\u5728\u6b63\u5f0f\u63a8\u51fa\u8ba2\u9605\u529f\u80fd\uff0c\u6bcf\u5468\u901a\u8fc7\u5fae\u4fe1\u670d\u52a1\u53f7\u300c\u96c6\u667a\u6591\u56fe\u300d\u63a8\u9001\u8bba\u6587\u4fe1\u606f\u3002<\/p>\n

\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\uff0c\u5173\u6ce8\u201c\u96c6\u667a\u6591\u56fe\u201d\u670d\u52a1\u53f7\uff0c\u5373\u53ef\u8ba2\u9605Complexity Express\uff1a             <\/p>\n


Complexity Express \u4e00\u5468\u8bba\u6587\u7cbe\u9009<\/p>\n

\u4ee5\u4e0b\u662f2021\u5e743\u67081\u65e5-7\u65e5\u6765\u81eaComplexity Express\u7684\u590d\u6742\u6027\u79d1\u5b66\u8bba\u6587\u7cbe\u9009\u3002\u5982\u679cComplexity Express\u5217\u8868\u4e2d\u6709\u4f60\u611f\u5174\u8da3\u7684\u8bba\u6587\uff0c\u6b22\u8fce\u70b9\u8d5e\u63a8\u8350\uff0c\u6211\u4eec\u4f1a\u4f18\u5148\u7ec4\u7ec7\u89e3\u8bfb~
\u76ee\u5f55\uff1a 
\u6570\u636e\u9a71\u52a8\u7684\u590d\u6742\u7f51\u7edc\u63a7\u5236\u65b9\u6cd5\u793e\u4ea4\u5a92\u4f53\u4e2d\u7684\u56de\u97f3\u5ba4\u6548\u5e94\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u4e2d\u65b9\u5dee\u4e0e\u5e73\u6ed1\u5ea6\u7684\u9006\u5173\u7cfb\u662f\u5bfb\u627e\u5e73\u6ed1\u6700\u4f18\u89e3\u7684\u5173\u952e\u7528\u589e\u5f3a\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u62df\u7269\u7406\u7cfb\u7edf\u5927\u8111\u51c6\u4e34\u754c\u6001\u52a8\u529b\u5b66\u7684\u65b0\u8bc1\u636e\u7a7f\u8d8a\u6d77\u6d0b\u751f\u6001\u7cfb\u7edf\u4e34\u754c\u70b9SARS-CoV-2\u5728\u6b27\u6d32\u7684\u8d77\u6e90\u548c\u65e9\u671f\u4f20\u64ad\u5bbf\u4e3b-\u5fae\u751f\u7269\u8054\u5408\u4f53\u7684\u8fdb\u5316\u8d77\u6e90<\/p>\n

1.\u6570\u636e\u9a71\u52a8\u7684\u590d\u6742\u7f51\u7edc\u63a7\u5236\u65b9\u6cd5



\u671f\u520a\u6765\u6e90\uff1aNature Communications
\u8bba\u6587\u6807\u9898\uff1aData-driven control of complex networks\u8bba\u6587\u7f51\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s41467-021-21554-0<\/p>\n

\u968f\u7740\u73b0\u4ee3\u4f20\u611f\u5668\u7684\u611f\u77e5\u3001\u5904\u7406\u4e0e\u5b58\u50a8\u80fd\u529b\u7684\u63d0\u5347\uff0c\u6211\u4eec\u5728\u5404\u79cd\u7269\u7406\u4e0e\u5de5\u7a0b\u7cfb\u7edf\u4e2d\u83b7\u53d6\u4e86\u5341\u5206\u4e30\u5bcc\u7684\u7f51\u7edc\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u901a\u5e38\u6709\u7740\u590d\u6742\u7684\u5185\u90e8\u8054\u7cfb\uff0c\u7f16\u7801\u4e86\u7f51\u7edc\u7ed3\u6784\u4e0e\u8fd0\u4f5c\u673a\u7406\u7684\u5173\u952e\u4fe1\u606f\u3002\u5f53\u7b2c\u4e00\u6027\u539f\u7406\u6a21\u578b\u96be\u4ee5\u83b7\u53d6\u65f6\uff0c\u524d\u6240\u672a\u6709\u7684\u6570\u636e\u53ef\u7528\u6027\u4e3a\u79d1\u7814\u4eba\u5458\u63d0\u4f9b\u4e86\u4e00\u4e2a\u53ef\u4ee5\u66f4\u597d\u7406\u89e3\u3001\u9884\u6d4b\u5e76\u6700\u7ec8\u63a7\u5236\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u590d\u6742\u7f51\u7edc\u884c\u4e3a\u7684\u597d\u673a\u4f1a\u3002
\u6570\u636e\u9a71\u52a8\u6846\u67b6\u7684\u6570\u636e\u6536\u96c6\u8fc7\u7a0b\uff0c\u7ea2\u8272\u8868\u793a\u63a7\u5236\uff08\u8f93\u5165\uff09\u8282\u70b9\u3001\u84dd\u8272\u8868\u793a\u6d4b\u91cf\uff08\u8f93\u51fa\uff09\u8282\u70b9\u3002
 \u63a7\u5236\u590d\u6742\u7f51\u7edc\u884c\u4e3a\u7684\u80fd\u529b\u4e3b\u8981\u53d6\u51b3\u4e8e\u4e24\u65b9\u9762\uff0c\u4e00\u65b9\u9762\u662f\u6709\u6548\u7684\u63a7\u5236\u7b97\u6cd5\uff0c\u800c\u53e6\u4e00\u65b9\u9762\u5219\u662f\u88ab\u63a7\u5236\u7684\u7f51\u7edc\u52a8\u529b\u5b66\u6a21\u578b\u7684\u53ef\u7528\u6027\u3002\u5728\u8fc7\u53bb\u51e0\u5e74\uff0c\u9488\u5bf9\u7f51\u7edc\u7cfb\u7edf\u7684\u63a7\u5236\u7b97\u6cd5\u5df2\u7ecf\u5f97\u5230\u4e86\u5f88\u5927\u7684\u53d1\u5c55\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u7b97\u6cd5\u6240\u9488\u5bf9\u7684\u7f51\u7edc\u52a8\u529b\u5b66\u901a\u5e38\u57fa\u4e8e\u5f88\u5f3a\u7684\u5047\u8bbe\uff0c\u4e0e\u73b0\u5b9e\u751f\u6d3b\u4e2d\u5f88\u96be\u76f8\u7b26\u30023\u67083\u65e5\u53d1\u8868\u5728 Nature Communications \u4e0a\u7684\u4e00\u7bc7\u6587\u7ae0\u7a81\u7834\u4e86\u8fd9\u65b9\u9762\u7684\u9650\u5236\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u6570\u636e\u9a71\u52a8\u7684\u6846\u67b6\u5728\u6ca1\u6709\u4efb\u4f55\u5148\u9a8c\u7684\u7f51\u7edc\u52a8\u529b\u5b66\u4fe1\u606f\u7684\u60c5\u51b5\u4e0b\u5b9e\u73b0\u5bf9\u7f51\u7edc\u7684\u6700\u4f18\u63a7\u5236\u3002\u6587\u4e2d\u8bc1\u660e\u4e86\u5176\u5728\u5177\u6709\u7ebf\u6027\u52a8\u529b\u5b66\u7684\u7f51\u7edc\u4e0a\u7684\u6b63\u786e\u6027\uff0c\u5e76\u5bf9\u8be5\u6846\u67b6\u5728\u5177\u6709\u975e\u7ebf\u6027\u52a8\u529b\u5b66\u4e0b\u7684\u7f51\u7edc\u4e0a\u7684\u6027\u80fd\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002 
2.\u793e\u4ea4\u5a92\u4f53\u4e2d\u7684\u56de\u97f3\u5ba4\u6548\u5e94<\/p>\n

\u671f\u520a\u6765\u6e90\uff1aPNAS
\u8bba\u6587\u6807\u9898\uff1aThe echo chamber effect on social media\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/content\/118\/9\/e2023301118<\/p>\n

\u8bf7\u4f60\u4ed4\u7ec6\u56de\u60f3\u65e5\u5e38\u5237\u5fae\u535a\u65f6\uff0c\u662f\u4e0d\u662f\u4f1a\u770b\u5230\u5f88\u591a\u4eba\u4e0e\u81ea\u5df1\u6301\u76f8\u540c\u7684\u89c2\u70b9\uff0c\u800c\u5bf9\u4e8e\u5c11\u6570\u548c\u4f60\u770b\u6cd5\u4e0d\u4e00\u7684\u52a8\u6001\uff0c\u4f60\u603b\u4f1a\u55e4\u4e4b\u4ee5\u9f3b\uff1f\u8fd9\u5176\u5b9e\u5c31\u662f\u201c\u56de\u97f3\u5ba4\u6548\u5e94\u201d\uff08Echo chamber\uff09\u3002\u5bf9\u4e8e\u793e\u4ea4\u5a92\u4f53\u800c\u8a00\uff0c\u5b83\u662f\u6307\u5728\u4e00\u4e2a\u76f8\u5bf9\u5c01\u95ed\u7684\u73af\u5883\u4e2d\uff0c\u4e00\u4e9b\u610f\u89c1\u76f8\u8fd1\u7684\u58f0\u97f3\u4f1a\u4e0d\u65ad\u91cd\u590d\u751a\u81f3\u5938\u5f20\u3001\u626d\u66f2\uff0c\u4ee4\u5904\u4e8e\u76f8\u5bf9\u5c01\u95ed\u73af\u5883\u4e2d\u7684\u5927\u591a\u6570\u4eba\u8ba4\u4e3a\u8fd9\u4e9b\u626d\u66f2\u7684\u5185\u5bb9\u5c31\u662f\u4e8b\u5b9e\u7684\u5168\u90e8\u3002\u8be5\u6548\u5e94\u4ea7\u751f\u7684\u4e3b\u8981\u539f\u56e0\u662f\u4eba\u4eec\u5728\u9009\u62e9\u4fe1\u606f\u6765\u6e90\u7684\u540c\u65f6\uff0c\u4e5f\u8fdb\u884c\u4e86\u4fe1\u606f\u7684\u8fc7\u6ee4\uff0c\u5e76\u4e14\u793e\u4ea4\u5a92\u4f53\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u5f3a\u5316\u4e86\u4eba\u7fa4\u7684\u5206\u5316\u3002 \u793e\u4ea4\u5a92\u4f53\u5f88\u64c5\u957f\u7ed9\u7528\u6237\u201c\u6295\u5582\u201d\u4ed6\u4eec\u559c\u6b22\u6216\u611f\u5174\u8da3\u7684\u4e1c\u897f\uff0c\u800c\u7528\u6237\u4e4b\u95f4\u7684\u4e92\u52a8\u6a21\u5f0f\u548c\u63a8\u8350\u7b97\u6cd5\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e2d\u6709\u5f88\u5927\u7684\u5dee\u5f02\u30022021\u5e743\u67082\u65e5\u53d1\u8868\u5728 PNAS \u4e0a\u7684\u4e00\u7bc7\u6587\u7ae0\u63a2\u8ba8\u4e86\u4e3b\u8981\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u4e4b\u95f4\u7684\u5173\u952e\u5dee\u5f02\uff0c\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u5f71\u54cd\u4fe1\u606f\u4f20\u64ad\u548c\u56de\u97f3\u5ba4\u6548\u5e94\u7684\u5f62\u6210\u3002\u8be5\u6587\u7ae0\u5bf9\u6765\u81eaGab\u3001Facebook\u3001Reddit\u548cTwitter\u7684\u8d85\u8fc71\u4ebf\u7bc7\u6709\u4e89\u8bae\u7684\u8bdd\u9898\uff08\u5982\u67aa\u652f\u7ba1\u5236\u3001\u75ab\u82d7\u63a5\u79cd\u3001\u5815\u80ce\uff09\u7684\u5185\u5bb9\u8fdb\u884c\u4e86\u6bd4\u8f83\u5206\u6790\u3002\u7814\u7a76\u8005\u4eec\u901a\u8fc7\u4e24\u4e2a\u4e3b\u8981\u56e0\u7d20\u6765\u91cf\u5316\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u56de\u97f3\u5ba4\uff1a\u4e92\u8054\u7f51\u4e2d\u7684\u540c\u8d28\u6027\u548c\u4fe1\u606f\u5411\u5fd7\u8da3\u76f8\u6295\u7684\u7f51\u53cb\u6269\u6563\u7684\u503e\u5411\u6027\u3002\u6700\u7ec8\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0cFacebook\u548cTwitter\u7684\u7ebf\u4e0a\u4e92\u52a8\u4e2d\uff0c\u540c\u6027\u604b\u7fa4\u4f53\u7684\u7528\u6237\u96c6\u7fa4\u5360\u4e3b\u5bfc\u5730\u4f4d\u3002\u76f4\u63a5\u6bd4\u8f83Facebook\u548cReddit\u4e0a\u7684\u65b0\u95fb\u6d88\u8d39\uff08news consumption\uff09\u8bdd\u9898\u7684\u8ba8\u8bba\u60c5\u51b5\uff0c\u53d1\u73b0Facebook\u4e0a\u7684\u56de\u97f3\u5ba4\u6548\u679c\u66f4\u52a0\u660e\u663e\u3002 \u4e0a\u56fe\u663e\u793a\u4e86\u5404\u79cd\u793e\u4ea4\u5a92\u4f53\u4e0a\u51fa\u73b0\u7684\u793e\u533a\uff0c\u6a2a\u8f74\uff08\u4ece\u84dd\u8272\u5230\u7ea2\u8272\u7684\u989c\u8272\u7f16\u7801\uff09\u8868\u793a\u610f\u89c1\u5e73\u5747\u503e\u659c\u5ea6\u7684\u589e\u52a0\uff0c\u800c\u7eb5\u8f74\u8868\u793a\u793e\u533a\u7684\u89c4\u6a21\u3002
  3.\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u4e2d\u65b9\u5dee\u4e0e\u5e73\u6ed1\u5ea6\u7684\u9006\u5173\u7cfb
\u662f\u5bfb\u627e\u5e73\u6ed1\u6700\u4f18\u89e3\u7684\u5173\u952e<\/p>\n

\u671f\u520a\u6765\u6e90\uff1aPNAS
\u8bba\u6587\u6807\u9898\uff1aThe inverse variance\u2013flatness relation in stochastic gradient descent is critical for finding flat minima\u8bba\u6587\u7f51\u5740\uff1ahttps:\/\/www.pnas.org\/content\/118\/9\/e2015617118<\/p>\n

\u968f\u673a\u68af\u5ea6\u4e0b\u964d\uff08SGD\uff09\uff0c\u4e00\u79cd\u76f8\u5bf9\u7b80\u5355\u7684\u8fed\u4ee3\u65b9\u6cd5\uff0c\u662f\u57fa\u4e8e\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684\u673a\u5668\u5b66\u4e60\u8303\u5f0f\u7684\u5173\u952e\u8981\u7d20\u4e4b\u4e00\u3002\u7136\u800c\uff0c\u5c3d\u7ba1\u6df1\u5ea6\u5b66\u4e60\u53d6\u5f97\u4e86\u5de8\u5927\u7684\u6210\u529f\uff0c\u6211\u4eec\u5bf9\u4e8eSGD\u5728\u9ad8\u7ef4\u975e\u51f8\u635f\u5931\u51fd\u6570\u4e2d\u5982\u6b64\u6709\u6548\u5b66\u4e60\u7684\u539f\u56e0\u4ecd\u7136\u77e5\u4e4b\u751a\u5c11\u3002 \u968f\u673a\u6027\u5bf9\u4e8eSGD\u6765\u8bf4\u5341\u5206\u5173\u952e\uff0c\u4f46\u4e5f\u4f7f\u5b83\u53d8\u5f97\u66f4\u96be\u4ee5\u7406\u89e3\u3002 \u5e78\u8fd0\u7684\u662f\uff0c\u8bb8\u591a\u7269\u7406\u7cfb\u7edf\u90fd\u5305\u542b\u8fd9\u6837\u7684\u968f\u673a\u6027\uff0c\u5982\u5e03\u6717\u8fd0\u52a8\uff0c\u5e76\u4e14\u4eba\u4eec\u5df2\u7ecf\u5f00\u53d1\u51fa\u4e86\u529f\u80fd\u5f3a\u5927\u7684\u5de5\u5177\u6765\u7406\u89e3\u5177\u6709\u591a\u81ea\u7531\u5ea6\u7684\u968f\u673a\u7cfb\u7edf\u4e2d\u7684\u96c6\u4f53\u884c\u4e3a\u3002 \u4e3b\u6210\u5206\u5206\u6790\u7ed3\u679c\u548cSGD\u4e2d\u7684\u6f02\u79fb\u6269\u6563\u8fd0\u52a8 3\u67082\u65e5\u53d1\u8868\u5728 PNAS \u4e0a\u7684\u4e00\u7bc7\u6587\u7ae0\u4f7f\u7528\u7edf\u8ba1\u7269\u7406\u5b66\u7684\u6982\u5ff5\u548c\u65b9\u6cd5\u5206\u6790\u4e86\u57fa\u4e8eSGD\u7684\u5b66\u4e60\u52a8\u529b\u5b66\u4e0e\u635f\u5931\u51fd\u6570\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u8868\u660e\uff0cSGD\u52a8\u529b\u5b66\u9075\u5faa\u6743\u91cd\u7a7a\u95f4\u4e2d\u7684\u4f4e\u7ef4\u6f02\u79fb\u6269\u6563\u8fd0\u52a8\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u672c\u6587\u63ed\u793a\u4e86\u5728\u6240\u6709PCA\u65b9\u5411\u4e0a\uff0c\u6743\u91cd\u53d8\u5316\u4e0e\u635f\u5931\u51fd\u6570\u5e73\u6ed1\u5ea6\u4e4b\u95f4\u5b58\u5728\u7740\u9c81\u68d2\u7684\u9006\u5173\u7cfb\uff0c\u8fd9\u4e0e\u5e73\u8861\u6001\u7edf\u8ba1\u7269\u7406\u5b66\u4e2d\u7684\u6ce2\u52a8-\u54cd\u5e94\u5173\u7cfb\uff08\u53c8\u79f0\u4e3a\u7231\u56e0\u65af\u5766\u5173\u7cfb\uff09\u76f8\u53cd\u3002   4.\u7528\u589e\u5f3a\u7ea6\u675f\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u62df\u7269\u7406\u7cfb\u7edf


\u671f\u520a\u6765\u6e90\uff1aPhysical Review Letters
\u8bba\u6587\u6807\u9898\uff1aEnforcing Analytic Constraints in Neural Networks Emulating Physical Systems\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/journals.aps.org\/prl\/abstract\/10.1103\/PhysRevLett.126.098302<\/p>\n

\u8fd1\u51e0\u5e74\u4ee5\u795e\u7ecf\u7f51\u7edc\u4e3a\u4ee3\u8868\u7684\u975e\u7ebf\u6027\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5927\u653e\u5f02\u5f69\uff0c\u8fd9\u6837\u7684\u5f71\u54cd\u4e0d\u4ec5\u4f53\u73b0\u5728\u5de5\u4e1a\u754c\uff0c\u800c\u5728\u5b66\u672f\u754c\u4e2d\uff0c\u795e\u7ecf\u7f51\u7edc\u4e5f\u53ef\u4ee5\u5bf9\u975e\u7ebf\u6027\u7269\u7406\u7cfb\u7edf\u8fdb\u884c\u9ad8\u7cbe\u5ea6\u7684\u6a21\u62df\u3002\u4f46\u662f\u5f53\u771f\u5b9e\u7269\u7406\u7cfb\u7edf\u7684\u57fa\u672c\u7ea6\u675f\u906d\u5230\u8fdd\u80cc\u540e\uff0c\u8be5\u6a21\u578b\u4e5f\u4f1a\u5e26\u6765\u4e0d\u4e00\u81f4\u7684\u7ed3\u679c\u3002\u8fd1\u65e5\u7531\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u548c\u6155\u5c3c\u9ed1\u5de5\u4e1a\u5927\u5b66\u7684\u7814\u7a76\u8005\u7ec4\u6210\u7684\u7814\u7a76\u56e2\u961f\u5c31\u5bf9\u8fd9\u4e00\u95ee\u9898\u63d0\u51fa\u4e86\u4ed6\u4eec\u7684\u65b0\u89c1\u89e3\u3002\u8fd9\u4e00\u7814\u7a76\u6210\u679c\u53d1\u8868\u5728\u4e86 2021 \u5e74 3 \u6708 4 \u65e5\u7684 Physical Review Letters \u4e0a\u3002 \u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u7814\u7a76\u8005\u5bf9\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u7684\u635f\u5931\u51fd\u6570\u8fdb\u884c\u4e86\u4fee\u6539\uff0c\u4ee5\u6b64\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u975e\u7ebf\u6027\u90e8\u5206\u8fdb\u884c\u6709\u529b\u7684\u7ea6\u675f\u3002\u5728\u5bf9\u6c14\u5019\u6a21\u578b\u7684\u5efa\u6a21\u4e2d\uff0c\u8be5\u6a21\u578b\u53ef\u4ee5\u5728\u4e0d\u964d\u4f4e\u7cfb\u7edf\u6027\u80fd\u7684\u60c5\u51b5\u4e0b\uff0c\u628a\u5b88\u6052\u6761\u4ef6\u7684\u8bef\u5dee\u964d\u4f4e\u5230\u673a\u5668\u7cbe\u5ea6\u4e4b\u5185\u3002 \u4f7f\u7528\u7ebf\u6027\u7ea6\u675f\u795e\u7ecf\u7f51\u7edc\u5904\u7406\u53d7\u7ea6\u675f\u56de\u5f52\u95ee\u9898\u7684\u6846\u67b6  5.\u5927\u8111\u51c6\u4e34\u754c\u6001\u52a8\u529b\u5b66\u7684\u65b0\u8bc1\u636e


\u671f\u520a\u6765\u6e90\uff1aPhysical Review Letters
\u8bba\u6587\u6807\u9898\uff1aEvidence for Quasicritical Brain Dynamics\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/journals.aps.org\/prl\/abstract\/10.1103\/PhysRevLett.126.098101<\/p>\n

\u5c3d\u7ba1\u5df2\u7ecf\u6709\u8bb8\u591a\u8bc1\u636e\u8868\u660e\uff0c\u4eba\u7c7b\u7684\u5927\u8111\u76ae\u5c42\u5728\u7cfb\u7edf\u7684\u4e34\u754c\u6001\u9644\u8fd1\u8fd0\u884c\uff0c\u3002\u800c\u4e14\uff0c\u8fd9\u6837\u7684\u4e34\u754c\u6001\u4f1a\u968f\u65f6\u95f4\u53d8\u5316\u3001\u73af\u5883\u523a\u6fc0\u4e0e\u4e2a\u4f53\u5dee\u5f02\u7b49\u56e0\u7d20\u7684\u53d8\u5316\u800c\u6539\u53d8\uff0c\u56e0\u6b64\uff0c\u5bf9\u4e8e\u8fd9\u6837\u7684\u7cfb\u7edf\u4e34\u754c\u6001\uff0c\u6211\u4eec\u5e76\u6ca1\u6709\u627e\u5230\u666e\u9002\u6027\u7684\u53c2\u6570\u5bf9\u5176\u8fdb\u884c\u523b\u753b\u3002\u8fd1\u65e5\u7531\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u548c\u6155\u5c3c\u9ed1\u5de5\u4e1a\u5927\u5b66\u7684\u7814\u7a76\u8005\u7ec4\u6210\u7684\u6f14\u6280\u56e2\u961f\u5c31\u5bf9\u8fd9\u4e00\u9886\u57df\u63d0\u51fa\u4e86\u4ed6\u4eec\u7684\u65b0\u89c1\u89e3\u3002\u8fd9\u4e00\u7814\u7a76\u6210\u679c\u53d1\u8868\u5728\u4e86 2021 \u5e74 3 \u6708 1 \u65e5\u7684 Physical Review Letters \u4e0a\u3002 \u5bf9\u4e8e\u5404\u79cd\u7269\u7406\u5047\u8bbe\uff0c\u659c\u7387 \u03b3 \u7684\u6307\u6570\u5173\u7cfb\u548c\u52a8\u529b\u5b66\u6807\u5ea6\u7ebf \u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0c\u7814\u7a76\u8005\u63d0\u51fa\u4e86\u4e00\u4e2a\u51c6\u4e34\u754c\u6001\u7406\u8bba\uff08the theory of quasi-criticality\uff09\u3002\u5f53\u5927\u8111\u6536\u5230\u6765\u81ea\u5916\u90e8\u4fe1\u53f7\u7684\u523a\u6fc0\u65f6\uff0c\u8be5\u7406\u8bba\u9884\u9884\u6d4b\u4e86\u4e0e Widom \u7ebf\u7684\u76f8\u5bf9\u504f\u79bb\uff0c\u4ee5\u53ca\u76f8\u5e94\u7684\u6307\u6570\u503c\u4e0b\u964d\uff0c\u4f46\u540c\u65f6\u6709\u80fd\u4fdd\u6301\u76f8\u5bf9\u7684\u6807\u5ea6\u5f8b\u5173\u7cfb\u3002\u8fd9\u4e00\u7406\u8bba\u5df2\u7ecf\u5728\u6a21\u62df\u548c\u771f\u5b9e\u7684\u5b9e\u9a8c\u4e2d\u5f97\u5230\u4e86\u9a8c\u8bc1\u3002 
6.\u7a7f\u8d8a\u6d77\u6d0b\u751f\u6001\u7cfb\u7edf\u4e34\u754c\u70b9
 
\u671f\u520a\u6765\u6e90\uff1aPNAS
\u8bba\u6587\u6807\u9898\uff1aThe quiet crossing of ocean tipping points\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/content\/118\/9\/e2008478118<\/p>\n

\u5728\u4eba\u4e3a\u5f15\u8d77\u7684\u6c14\u5019\u53d8\u5316\u4e0b\uff0c\u79d1\u5b66\u754c\u6301\u7eed\u4e0d\u65ad\u505a\u51fa\u5de8\u5927\u7684\u52aa\u529b\u6765\u8fdb\u884c\u7814\u7a76\u5e76\u63d0\u9ad8\u4eba\u4eec\u5bf9\u5730\u7403\u7cfb\u7edf\u4e34\u754c\u70b9\u7684\u8ba4\u8bc6\u3002\u76f8\u5bf9\u4e8e\u81ea\u7136\u53d8\u5316\uff0c\u5168\u7403\u5c3a\u5ea6\u4e0a\u5927\u578b\u8d1f\u9762\u7684\u5355\u4e00\u707e\u96be\u6027\u4e8b\u4ef6\u5df2\u5f15\u8d77\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8\u3002\u73af\u6d41\u53d8\u5316\u5c06\u5bfc\u81f4\u5730\u7403\u70ed\u91cf\u6536\u652f\u7684\u53d8\u5316\uff0c\u800c\u51b0\u76d6\u7684\u4e0d\u7a33\u5b9a\u6027\u5c06\u5bfc\u81f4\u6d77\u5e73\u9762\u4e0a\u5347\u51e0\u7c73\u3002\u9274\u4e8e\u6b64\u7c7b\u4e8b\u4ef6\u7684\u53d1\u751f\u4f1a\u5e26\u6765\u76f8\u5f53\u5927\u7684\u8d1f\u9762\u5f71\u54cd\uff0c\u56e0\u6b64\u660e\u667a\u7684\u505a\u6cd5\u662f\u73b0\u5728\u901a\u8fc7\u51cf\u5c11\u6e29\u5ba4\u6c14\u4f53\u7684\u6392\u653e\u6765\u6700\u5927\u7a0b\u5ea6\u5730\u964d\u4f4e\u76f8\u5173\u98ce\u9669\u3002 \u6d77\u6d0b\u50a8\u5b58\u4e86\u5927\u91cf\u70ed\u91cf\u548c\u78b3\u6e90\u3002\u81ea\u5de5\u4e1a\u9769\u547d\u5f00\u59cb\u4ee5\u6765\uff0c\u6d77\u6d0b\u5438\u6536\u4e86\u4e8c\u6c27\u5316\u78b3\u603b\u91cf\u768430\uff05\u81f340\uff05\uff0c\u4ee5\u53ca\u4eba\u7c7b\u6d3b\u52a8\u5411\u5927\u6c14\u4e2d\u91ca\u653e\u7684\u70ed\u91cf\u4e2d\u768493\uff05\u3002\u79d1\u7814\u4eba\u5458\u8ba4\u4e3a\uff0c\u5982\u679c\u4eba\u4eec\u4e0d\u51cf\u7f13\u6d77\u6d0b\u589e\u6696\u3001\u6d77\u6d0b\u9178\u5316\u548c\u6d77\u6d0b\u8131\u6c27\u7684\u901f\u7387\u7684\u8bdd\uff0c\u6709\u53ef\u80fd\u5f15\u53d1\u6d77\u6d0b\u73af\u5883\u4e34\u754c\u70b9\u7684\u4e00\u7cfb\u5217\u7a81\u53d8\uff0c\u5bf9\u6d77\u6d0b\u751f\u6001\u7cfb\u7edf\u548c\u6d77\u6d0b\u529f\u80fd\u9020\u6210\u4e25\u91cd\u540e\u679c\u3002
\u5168\u7403\u53d8\u6696\u3001\u6c27\u6c14\u635f\u5931\u548cpH\u503c\u4e0b\u964d\u7684\u7d2f\u79ef\u5f71\u54cd\u53ef\u80fd\u4f1a\u534f\u540c\u5f71\u54cd\u6d77\u6d0b\u751f\u7269\u533a\u7cfb\uff0c\u5e76\u4e14\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u53ef\u80fd\u5bfc\u81f4\u751f\u6001\u7cfb\u7edf\u72b6\u51b5\u53d1\u751f\u53d8\u5316\u3002\u6d77\u6d0b\u72b6\u51b5\u7684\u53d8\u5316\u901a\u5e38\u662f\u7531\u591a\u79cd\u56e0\u7d20\u5f15\u8d77\u7684\u2014\u2014\u5982\u6c14\u5019\u5f15\u8d77\u7684\u591a\u79cd\u53d8\u91cf\u7684\u53d8\u5316\u53ef\u80fd\u662f\u7531\u4e8e\u8bf8\u5982\u8fc7\u5ea6\u6355\u635e\u3001\u6765\u81ea\u9646\u5730\u7684\u5927\u91cf\u4eba\u5de5\u8425\u517b\u8f93\u5165\u548c\u7269\u79cd\u5165\u4fb5\u3002\u53e6\u5916\uff0c\u6781\u7aef\u7684\u201c\u6d77\u6d0b\u5929\u6c14\u201d\u4e8b\u4ef6\uff0c\u4f8b\u5982\u6d77\u6d0b\u70ed\u6d6a\u6216\u9ad8\u9178\u5ea6\/\u4f4e\u9971\u548c\u72b6\u6001\u4e8b\u4ef6\uff0c\u53ef\u80fd\u5bf9\u6d77\u6d0b\u751f\u7269\u591a\u6837\u6027\u9020\u6210\u4e25\u91cd\u540e\u679c\u3002  \u9ad8\u6982\u7387\u53ef\u80fd\u635f\u4f24\u6d77\u6d0b\u7684\u5907\u9009\u56e0\u7d20\uff0c\u5b83\u4eec\u6d89\u53ca\u5168\u7403\u53d8\u6696\u3001\u8131\u6c27\u548c\u6d77\u6d0b\u9178\u5316\u53ca\u5176\u5f71\u54cd\u3002 \u79d1\u7814\u4eba\u5458\u8ba4\u4e3a\uff0c\u4eba\u4eec\u6025\u9700\u5f00\u53d1\u7528\u4e8e\u51cf\u8f7b\u6d77\u6d0b\u6c61\u67d3\u7684\u65b9\u6cd5\u3002\u901a\u8fc7\u7f13\u89e3\u63aa\u65bd\u6765\u7ba1\u7406\u7a81\u7136\u7684\u6d77\u6d0b\u53d8\u5316\u6bd4\u901a\u8fc7\u5927\u81ea\u7136\u9002\u5e94\u6765\u5904\u7406\u5176\u75c7\u72b6\u66f4\u6709\u6548\u3002\u4f46\u662f\uff0c\u5982\u679c\u4e0d\u80fd\u4ee5\u6240\u9700\u7684\u7a0b\u5ea6\u6216\u8db3\u591f\u5feb\u7684\u901f\u5ea6\u5b9e\u65bd\u7f13\u89e3\u63aa\u65bd\uff0c\u4e14\u7531\u4e8e\u4eba\u4e3a\u5bfc\u81f4\u7684\u6d77\u6d0b\u53d8\u5316\u5728\u77ed\u65f6\u671f\u5185\u4e0d\u80fd\u5f97\u5230\u6709\u6548\u89e3\u51b3\uff0c\u4eba\u4eec\u5219\u8fd8\u9700\u8981\u8003\u8651\u91c7\u53d6\u9002\u5e94\u63aa\u65bd\u3002  7.SARS-CoV-2
\u5728\u6b27\u6d32\u7684\u8d77\u6e90\u548c\u65e9\u671f\u4f20\u64ad<\/p>\n

\u671f\u520a\u6765\u6e90\uff1aPNAS
\u8bba\u6587\u6807\u9898\uff1aThe origin and early spread of SARS-CoV-2 in Europe\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/content\/118\/9\/e2012008118<\/p>\n

\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u6240\u5f15\u53d1\u7684\u75be\u75c5\u4e3a\u201cCOVID-19\u201d\uff0c\u56fd\u9645\u75c5\u6bd2\u5206\u7c7b\u5b66\u59d4\u5458\u4f1a\u628a\u8be5\u75c5\u6bd2\u547d\u540d\u4e3a\u201cSARS-CoV-2\u201d\u3002\u6df1\u5165\u8bc4\u4f30\u8fb9\u5883\u5173\u95ed\u653f\u7b56\u7684\u5173\u952e\u7b2c\u4e00\u6b65\uff0c\u662f\u5bf9\u6b27\u6d322020\u5e74\u6625\u5b63\u8fb9\u5883\u5173\u95ed\u524d\u3001\u65b0\u51a0\u75c5\u6bd2\u5927\u6d41\u884c\u671f\u95f4\u7684\u79fb\u6c11\u6a21\u5f0f\u8fdb\u884c\u8c03\u67e5\u30022021\u5e743\u67082\u65e5\u520a\u767b\u5728 PNAS \u4e0a\u7684\u7814\u7a76\u6587\u7ae0\u5229\u7528\u57fa\u4e8e\u5730\u7406\u7ed3\u6784\u7684\u7cfb\u7edf\u52a8\u529b\u5b66\u6a21\u578b\u5206\u6790\u4e86\u75c5\u6bd2\u57fa\u56e0\u7ec4\u5e8f\u5217\uff0c\u4ece\u800c\u8bc4\u4f30\u8fb9\u5883\u5173\u95ed\u524dSARS-CoV-2\u5728\u6b27\u6d32\u7684\u8d77\u6e90\u548c\u4f20\u64ad\u60c5\u51b5\u3002 \u57fa\u4e8eSARS-CoV-2\u57fa\u56e0\u7ec4\uff0c\u7814\u7a76\u8005\u91cd\u5efa\u4e86\u65e9\u671f\u5927\u6d41\u884c\u7684\u90e8\u5206\u4f20\u64ad\u6811\uff08transmission tree\uff09\uff0c\u5e76\u63d0\u4f9b\u4e86\u7956\u5148\u8c31\u7cfb\u7684\u5730\u7406\u4f4d\u7f6e\u4ee5\u53ca\u8fdb\u5165\u6b27\u6d32\u5730\u533a\u548c\u6b27\u6d32\u5730\u533a\u5185\u90e8\u8fc1\u5f99\u4e8b\u4ef6\u7684\u6570\u91cf\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u75c5\u6bd2\u5e2d\u5377\u6b27\u6d32\u7684\u6700\u8fd1\u7684\u6e90\u5934\u4f4d\u4e8e\u610f\u5927\u5229\uff0c\u8fd9\u53ef\u80fd\u662f\u7531\u4e8e\u4e2d\u56fd\u6e56\u5317\u6216\u5fb7\u56fd\u7684\u4f20\u64ad\u4e8b\u4ef6\u5bfc\u81f4\u7684\u3002\u7814\u7a76\u5e76\u672a\u53d1\u73b0\u6e56\u5317\u5411\u6b27\u6d32\u5404\u5730\u533a\u6216\u5176\u4ed6\u66f4\u65e9\u7684\u79fb\u6c11\u8def\u5f84\u5b58\u5728\u7684\u8bc1\u636e\u3002\u6301\u7eed\u7684\u672c\u5730\u4f20\u64ad\u6700\u65e9\u5728\u610f\u5927\u5229\u7206\u53d1\uff0c\u5f88\u5feb\u904d\u5e03\u5168\u6b27\u6d32\u3002\u7814\u7a76\u8005\u4f30\u8ba1\uff0c\u5728\u6b27\u6d32\u9996\u6b21\u5173\u95ed\u8fb9\u5883\u4e4b\u524d\uff0c\u5404\u56fd\u5185\u75c5\u4f8b\u65b0\u589e\u5728\u9884\u4f30\u7684\u79fb\u6c11\u65b0\u589e\u75c5\u4f8b\u8303\u56f4\u5185\u3002\u603b\u4e4b\uff0c\u6587\u7ae0\u5bf9\u6b27\u6d32\u75ab\u60c5\u65e9\u671f\u72b6\u6001\u548c\u8fb9\u5883\u5173\u95ed\u524d\u75c5\u6bd2\u8fc1\u79fb\u6a21\u5f0f\u7814\u7a76\u63d0\u4f9b\u65b0\u89d2\u5ea6\uff0c\u8fd9\u5c06\u6709\u52a9\u4e8e\u8fdb\u4e00\u6b65\u7814\u7a76\u5173\u95ed\u8fb9\u754c\u7684\u5fc5\u8981\u6027\u548c\u53ca\u65f6\u6027\u3002  \u4e0a\u56fe\u4e3aMCC\u6811\uff08Maximum-clade credibility tree\uff09\u3002A2a\u5e8f\u5217\u5206\u6790\u7684\u5206\u652f\u7528\u865a\u7ebf\u5206\u652f\u7a81\u51fa\u663e\u793a\u3002\u5206\u652f\u4e0a\u7684\u503c\u4e3a\u540e\u652f\u6982\u7387\uff0c\u6de1\u7ea2\u8272\u6761\u5f62\u8868\u793a\u8282\u70b9\u65f6\u95f4\u7684\u540e\u652f\u5bc6\u5ea6\u6700\u9ad8\u533a\u95f4\u4e3a95%\u3002
  8.\u5bbf\u4e3b-\u5fae\u751f\u7269\u8054\u5408\u4f53\u7684\u8fdb\u5316\u8d77\u6e90
 \u671f\u520a\u6765\u6e90\uff1aPNAS\u8bba\u6587\u6807\u9898\uff1aOn the evolutionary origins of host\u2013microbe associations\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/content\/118\/9\/e2016487118<\/p>\n

\u6240\u6709\u7684\u751f\u547d\u4f53\u540c\u65f6\u751f\u6d3b\u5728\u5fae\u751f\u7269\u4e16\u754c\u4e2d\u3002\u5fae\u751f\u7269\uff08\u5305\u62ec\u7ec6\u83cc\u3001\u53e4\u7ec6\u83cc\u548c\u5355\u7ec6\u80de\u771f\u6838\u751f\u7269\uff09\u5728\u52a8\u7269\u8d77\u6e90\u4e4b\u524d\u5c31\u5df2\u7ecf\u8fdb\u5316\u548c\u5e76\u5b9e\u73b0\u591a\u6837\u5316\u3002\u65e0\u8bba\u662f\u6709\u5229\u4e8e\u52a8\u7269\u751f\u5b58\u8fd8\u662f\u4e0d\u5229\u4e8e\u751f\u5b58\u7684\u6240\u6709\u73af\u5883\u4e2d\uff0c\u5fae\u751f\u7269\u65e0\u5904\u4e0d\u5728\u3002\u57fa\u4e8e\u6b64\uff0c\u5fae\u751f\u7269\u5b9a\u5c45\u5728\u52a8\u7269\u4e2d\u5c31\u4e0d\u8db3\u4e3a\u5947\u4e86\u3002\u5bc4\u8eab\u4e8e\u5bbf\u4e3b\u8eab\u4e0a\u7684\u5fae\u751f\u7269\u4e2d\uff0c\u53ea\u6709\u5c11\u6570\u662f\u75c5\u539f\u4f53\uff0c\u800c\u591a\u6570\u662f\u6709\u76ca\u7684\u2014\u2014\u5176\u4e2d\u4e00\u4e9b\u4e3a\u52a8\u7269\u5bbf\u4e3b\u7ef4\u6301\u5065\u5eb7\u548c\u7e41\u6b96\u6240\u5fc5\u9700\u3002\u6709\u76ca\u5fae\u751f\u7269\u7684\u8fdb\u5316\u8d77\u6e90\u662f\u591a\u79cd\u591a\u6837\u7684\u3002\u6709\u4e9b\u662f\u7531\u4e8e\u75c5\u539f\u4f53\u7684\u6539\u5584\u800c\u5f15\u8d77\u7684\uff0c\u4f46\u5927\u591a\u6570\u53ef\u80fd\u662f\u76f4\u63a5\u4ece\u81ea\u7531\u751f\u6d3b\u7684\u5fae\u751f\u7269\u8fdb\u5316\u800c\u6765\u7684\u3002 \u79d1\u7814\u4eba\u5458\u5c06\u5fae\u751f\u7269\u7fa4\u843d\u5206\u4e3a\u5373\u5feb\u901f\u589e\u957f\u578b\u548c\u6162\u901f\u589e\u957f\u578b\u3002\u4ed6\u4eec\u4f7f\u7528\u8150\u70c2\u6c34\u679c\u4e0a\u7684\u6606\u866b\u4e3a\u84dd\u672c\u5efa\u7acb\u6a21\u578b\u3002\u5047\u8bbe\u5fae\u751f\u7269\u5438\u6536\u8425\u517b\u662f\u5b8c\u5168\u968f\u673a\u7684\uff0c\u8fd9\u610f\u5473\u7740\u6c34\u679c\u5c06\u5728\u5bcc\u542b\u5fae\u751f\u7269\u7684\u73af\u5883\u4e2d\u4f5c\u4e3a\u8425\u517b\u6765\u6e90\u65e0\u5dee\u522b\u5730\u652f\u6301\u4e24\u79cd\u5fae\u751f\u7269\u7c7b\u578b\uff08\u4f8b\u5982\uff0c\u5bbf\u4e3b\u5bf9\u4e8e\u7f13\u6162\u7684\u5fae\u751f\u7269\u672a\u53d1\u751f\u4e3b\u52a8\u9009\u62e9\uff09\u3002\u540c\u6837\uff0c\u5bf9\u4e8e\u8fd9\u4e24\u79cd\u5fae\u751f\u7269\uff0c\u5bbf\u4e3b\u90fd\u662f\u7b80\u5355\u7684\u4f20\u64ad\u8f7d\u4f53\uff0c\u5b83\u4eec\u5728\u4e0e\u5bbf\u4e3b\u76f8\u5173\u7684\u4f20\u64ad\u9636\u6bb5\u751f\u5b58\u4e2d\u90fd\u6ca1\u6709\u5929\u751f\u7684\u4f18\u52bf\u3002\u56e0\u6b64\uff0c\u5e73\u5747\u800c\u8a00\uff0c\u4efb\u4f55\u7279\u5b9a\u5bbf\u4e3b\u5185\u7684\u5fae\u751f\u7269\u79cd\u7fa4\u76f4\u63a5\u53cd\u6620\u4e86\u5176\u6765\u6e90\u7684\u5fae\u751f\u7269\u7fa4\u843d\u7ed3\u6784\u3002\u56e0\u6b64\uff0c\u6765\u81ea\u540c\u4e00\u533a\u57df\u7684\u5bbf\u4e3b\u4e2d\u4e24\u79cd\u5fae\u751f\u7269\u7c7b\u578b\u7684\u76f8\u5bf9\u4e30\u5ea6\u5e73\u5747\u800c\u8a00\u4e0e\u539f\u59cb\u73af\u5883\u4e2d\u5b83\u4eec\u7684\u76f8\u5bf9\u4e30\u5ea6\u76f8\u540c\u3002\u800c\u6269\u6563\u9636\u6bb5\uff0c\u5f15\u5165\u65b0\u73af\u5883\u7684\u5fae\u751f\u7269\u79cd\u7c7b\u4f1a\u968f\u7740\u968f\u673a\u79cd\u7fa4\u52a8\u6001\u800c\u589e\u52a0\u3002 \u6162\u901f\u589e\u957f\u578b\uff08\u7eff\u8272\u70b9\uff09\u548c\u5feb\u901f\u589e\u957f\u578b\uff08\u84dd\u8272\u4e09\u89d2\u5f62\uff09\u5fae\u751f\u7269\u7c7b\u578b\u7684\u968f\u673a\u52a8\u529b\u5b66
 \u4f5c\u8005\u603b\u7ed3\u9053\uff0c\u4e0e\u5feb\u901f\u751f\u957f\u7684\u5fae\u751f\u7269\u76f8\u6bd4\uff0c\u751f\u957f\u7f13\u6162\u7684\u5fae\u751f\u7269\u5728\u5355\u4e2a\u73af\u5883\u4e2d\u5177\u7ade\u4e89\u52a3\u52bf\u3002\u6700\u91cd\u8981\u7684\u539f\u56e0\u662f\uff1a1\uff09\u5fae\u751f\u7269\u901a\u8fc7\u5bbf\u4e3b\u4f20\u64ad\uff1b2\uff09\u5fae\u751f\u7269\u4ee5\u5f71\u54cd\u5bbf\u4e3b\u53d1\u80b2\u7684\u65b9\u5f0f\u6539\u53d8\u6816\u606f\u5730\u6761\u4ef6\uff1b\u4ee5\u53ca3\uff09\u4f20\u64ad\u8fc7\u7a0b\u4e2d\uff0c\u9006\u5883\u9020\u6210\u7684\u5fae\u751f\u7269\u751f\u5b58\u74f6\u9888\u7684\u5927\u5c0f\u53ef\u80fd\u4f1a\u6709\u504f\u597d\u6027\u5730\u6700\u521d\u6bd4\u4f8b\u8f83\u4f4e\u7684\u5fae\u751f\u7269\u3002\u5f53\u5fae\u751f\u7269\u51cf\u7f13\u5bbf\u4e3b\u7684\u751f\u5883\u6076\u5316\u65f6\uff0c\u5c31\u4f1a\u53d1\u751f\u7c7b\u4f3c\u7684\u5bbf\u4e3b\u76f8\u5173\u7684\u5fae\u751f\u7269\u5bcc\u96c6\u3002\u4efb\u4f55\u77ed\u6682\u7684\u6816\u606f\u5730\u7c7b\u578b\u53d8\u5316\u90fd\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\u2014\u2014\u5982\u5b63\u8282\u6027\u690d\u7269\uff08\u5145\u5f53\u5404\u79cd\u65e0\u810a\u690e\u52a8\u7269\u7684\u4e34\u65f6\u6816\u606f\u5730\uff09\u6216\u4e34\u65f6\u6c34\u6d3c\u3002 \u603b\u800c\u8a00\u4e4b\uff0c\u7814\u7a76\u4eba\u5458\u5df2\u7ecf\u8bc1\u660e\u4e86\u5fae\u751f\u7269\u751f\u6001\u5b66\u4e0e\u52a8\u7269\u5bbf\u4e3b\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u5982\u4f55\u5bfc\u81f4\u5bbf\u4e3b-\u5fae\u751f\u7269\u4e4b\u95f4\u7684\u8054\u7cfb\u66f4\u52a0\u7d27\u5bc6\u3002\u8fd9\u9879\u5206\u6790\u4e3a\u53ef\u4ee5\u901a\u8fc7\u7ecf\u9a8c\u68c0\u9a8c\u7684\u7279\u5b9a\u5047\u8bbe\u63d0\u4f9b\u4e86\u57fa\u7840\uff0c\u4ee5\u8c03\u67e5\u66f4\u52a0\u666e\u904d\u7684\u3001\u5047\u8bbe\u7684\u5bbf\u4e3b-\u5fae\u751f\u7269\u5173\u8054\u7684\u81ea\u9002\u5e94\u8d77\u6e90\u3002<\/p>\n

\u96c6\u667a\u65b0\u680f\u76eeComplexity Express \u4e0a\u7ebf\u5566\uff01<\/p>\n

Complex World, Simple Rules.\u590d\u6742\u4e16\u754c\uff0c\u7b80\u5355\u89c4\u5219\u3002\u590d\u6742\u6027\u79d1\u5b66\uff08Complexity Science\uff09\u662f\u96c6\u667a\u4ff1\u4e50\u90e8\u591a\u5e74\u4ee5\u6765\u7684\u4e3b\u9898\uff0c\u6211\u4eec\u957f\u671f\u8ffd\u8e2a\u5173\u4e8e\u81ea\u7136\u3001\u751f\u547d\u3001\u793e\u4f1a\u3001\u8ba4\u77e5\u7b49\u5404\u7c7b\u590d\u6742\u7cfb\u7edf\u7684\u7814\u7a76\u8fdb\u5c55\uff0c\u5e76\u7ec4\u7ec7\u5b66\u672f\u7814\u8ba8\u3002 \u540c\u65f6\u7531\u4e8e\u5b66\u79d1\u4ea4\u53c9\u878d\u5408\uff0c\u5927\u91cf\u9488\u5bf9\u590d\u6742\u7cfb\u7edf\u7684\u7814\u7a76\u6210\u679c\u6563\u843d\u5728\u4eba\u5de5\u667a\u80fd\u3001\u7edf\u8ba1\u7269\u7406\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u6570\u636e\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3001\u751f\u547d\u79d1\u5b66\u3001\u8ba4\u77e5\u79d1\u5b66\u7b49\u7b49\u4e0d\u540c\u9886\u57df\u7684\u671f\u520a\u4f1a\u8bae\u4e2d\uff0c\u7f3a\u4e4f\u6574\u5408\u3002 \u4e3a\u4e86\u8ba9\u5927\u5bb6\u80fd\u53ca\u65f6\u628a\u63e1\u590d\u6742\u7cfb\u7edf\u9886\u57df\u91cd\u8981\u7684\u7814\u7a76\u8fdb\u5c55\uff0c\u6211\u4eec\u9686\u91cd\u63a8\u51fa\u300cComplexity Express\u300d\u670d\u52a1\uff0c\u6c47\u603b\u590d\u6742\u7cfb\u7edf\u7684\u6700\u65b0\u9876\u520a\u8bba\u6587\u3002 Complexity Express \u662f\u4ec0\u4e48\uff1f
Complexity Express \u6bcf\u5929\u722c\u53d6\u590d\u6742\u7cfb\u7edf\u9886\u57df\u6700\u65b0\u53d1\u8868\u7684\u9876\u520a\u8bba\u6587\uff0c\u6bcf\u5468\u901a\u8fc7\u201c\u96c6\u667a\u6591\u56fe\u201d\u670d\u52a1\u53f7\u6c47\u603b\u63a8\u9001\u3002 \u8fdb\u5165 Complexity Express \u9875\u9762\u5373\u53ef\u968f\u65f6\u67e5\u770b\u9876\u520a\u8bba\u6587\u66f4\u65b0\uff0c\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5fae\u4fe1\u63a5\u6536\u7814\u7a76\u66f4\u65b0\u63a8\u9001\u548c\u4e00\u5468\u6c47\u603b\u3002
               
Complexity Express \u4e3a\u8c01\u670d\u52a1\uff1f
\u5982\u679c\u4f60\u662f\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u7814\u7a76\u8005\uff0c\u53ef\u83b7\u5f97\u91cd\u8981\u8bba\u6587\u4e0a\u7ebf\u901a\u77e5\uff0c\u6bcf\u5468\u83b7\u53d6\u6700\u65b0\u9876\u520a\u8bba\u6587\u6c47\u603b\u3002
\u5982\u679c\u4f60\u662f\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u5b66\u4e60\u8005\uff0c\u53ef\u4e86\u89e3\u5b66\u754c\u5173\u6ce8\u7684\u524d\u6cbf\u95ee\u9898\uff0c\u628a\u63e1\u4e13\u4e1a\u53d1\u5c55\u8109\u7edc\u3002
\u5982\u679c\u4f60\u662f\u4f20\u7edf\u7684\u751f\u547d\u79d1\u5b66\u3001\u793e\u4f1a\u79d1\u5b66\u7b49\u5b66\u79d1\u4e2d\u7684\u7814\u7a76\u8005\/\u5b66\u4e60\u8005\uff0c\u53ef\u4ee5\u4ece\u590d\u6742\u6027\u79d1\u5b66\u548c\u8de8\u5b66\u79d1\u7814\u7a76\u4e2d\u83b7\u5f97\u7075\u611f\u542f\u53d1\u3002
\u5982\u679c\u4f60\u662f\u5173\u6ce8\u524d\u6cbf\u7814\u7a76\u53d1\u73b0\u7684\u77e5\u8bc6\u730e\u624b\uff0c\u53ef\u83b7\u5f97\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u5bf9\u81ea\u7136\u548c\u4eba\u7c7b\u4e16\u754c\u7684\u6700\u65b0\u6d1e\u89c1\u3002Complexity Express \u680f\u76ee\u4e5f\u662f\u96c6\u667a\u4ff1\u4e50\u90e8\u516c\u4f17\u53f7\u7684\u4e3b\u8981\u9009\u9898\u6765\u6e90\uff0c\u8bda\u631a\u9080\u8bf7\u4f60\u8ba2\u9605\uff0c\u4e0e\u6211\u4eec\u4fe1\u606f\u540c\u6b65\u3002 Complexity Express \u8bba\u6587\u4ece\u54ea\u91cc\u6765\uff1f
\u8003\u8651\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u5f80\u5f80\u5c5e\u4e8e\u8de8\u5b66\u79d1\u5de5\u4f5c\uff0c\u6211\u4eec\u4e3b\u8981\u6293\u53d6\u7efc\u5408\u7c7b\u548c\u6cdb\u7269\u7406\u7c7b\/\u8ba1\u7b97\u673a\u7c7b\u7684\u9876\u7ea7\u671f\u520a\uff0c\u4ece\u6bcf\u5468\u65b0\u53d1\u8868\u7684\u6570\u767e\u7bc7\u8bba\u6587\u4e2d\u7cbe\u9009\u51fa\u4e0e\u590d\u6742\u7cfb\u7edf\u76f8\u5173\u7684\u8bba\u6587\u3002 Complexity Express \u53c2\u8003\u5f71\u54cd\u56e0\u5b50\u548c\u5b66\u8005\u53e3\u7891\uff0c\u9009\u62e9\u4e86\u5982\u4e0b\u671f\u520a\uff0c\u6bcf\u65e5\u722c\u53d6\u5176\u8bba\u6587\u66f4\u65b0\uff1aNature
Science
PNAS
Nature Communications
Science Advances
Physics Reports
Physics Review Letters
Physics Review X
Nature Physics
Nature Human Behaviour
Nature Machine Intelligence
\u66f4\u591a\u671f\u520a\u6301\u7eed\u589e\u8865\u4e2d\uff0c\u6b22\u8fce\u63a8\u8350\u4f60\u8ba4\u4e3a\u91cd\u8981\u7684\u671f\u520a\uff01 \u5982\u679c\u4f60\u5728 Complexity Express \u4e2d\u53d1\u73b0\u4e86\u611f\u5174\u8da3\u7684\u8bba\u6587\uff0c\u8bf7\u7acb\u523b\u201c\u70b9\u8d5e\u201d\uff01\u6bcf\u5468\u6700\u9ad8\u8d5e\u7684\u8bba\u6587\uff0c\u96c6\u667a\u7f16\u8f91\u90e8\u5c06\u7ec4\u7ec7\u4e13\u4e1a\u89e3\u8bfb~ Complexity Express \u8ffd\u8e2a\u54ea\u4e9b\u9886\u57df\uff1f
\u6211\u4eec\u529b\u6c42\u517c\u987e\u70ed\u70b9\u8ffd\u8e2a\u4e0e\u9886\u57df\u8986\u76d6\uff0c\u76ee\u524d\u7b5b\u9009\u7684\u8bba\u6587\u4e3b\u8981\u96c6\u4e2d\u5728\u5982\u4e0b\u4e0e\u590d\u6742\u6027\u5173\u7cfb\u5bc6\u5207\u7684\u9886\u57df\uff1a\u7f51\u7edc\u79d1\u5b66\u5404\u4e2a\u5206\u652f\u53ca\u4ea4\u53c9\u5e94\u7528
\u56fe\u6570\u636e\u4e0e\u56fe\u795e\u7ecf\u7f51\u7edc
\u8ba1\u7b97\u673a\u5efa\u6a21\u4e0e\u4eff\u771f
\u7edf\u8ba1\u7269\u7406\u4e0e\u590d\u6742\u7cfb\u7edf\u7406\u8bba
\u751f\u6001\u7cfb\u7edf\u3001\u8fdb\u5316\u3001\u751f\u7269\u7269\u7406\u7b49
\u7cfb\u7edf\u751f\u7269\u5b66\u4e0e\u5408\u6210\u751f\u7269\u5b66
\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u4e0e\u8ba4\u77e5\u795e\u7ecf\u79d1\u5b66
\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u4e0e\u793e\u4f1a\u7ecf\u6d4e\u590d\u6742\u7cfb\u7edf
\u57ce\u5e02\u79d1\u5b66
\u79d1\u5b66\u5b66
\u8ba1\u7b97\u6d41\u884c\u75c5\u5b66
\u4ee5\u53ca\u4e00\u4e9b\u9886\u57df\u5c0f\u4f17\uff0c\u4f46\u6709\u8da3\u7684\u5de5\u4f5c \u7531\u4e8e\u590d\u6742\u6027\u7814\u7a76\u9886\u57df\u6a2a\u8de8\u591a\u4e2a\u5b66\u79d1\uff0c\u7814\u7a76\u8bba\u6587\u6563\u843d\u5728\u4e0d\u540c\u7684\u671f\u520a\u4e0a\uff0c\u5f88\u96be\u4e0d\u91cd\u4e0d\u6f0f\u5730\u628a\u63e1\u6700\u65b0\u5de5\u4f5c\u3002\u9488\u5bf9\u590d\u6742\u6027\u9886\u57df\u7684\u8bba\u6587\u7b5b\u9009\uff0c\u6211\u4eec\u4e13\u95e8\u8bbe\u8ba1\u4e86\u7b97\u6cd5\u3002\u7ecf\u8fc7\u6570\u6708\u7684\u8bad\u7ec3\u8fed\u4ee3\u4f18\u5316\uff0c\u76ee\u524d\u5bf9\u4e0a\u8ff0\u9886\u57df\u722c\u53d6\u51c6\u786e\u7387\u8fbe\u523090%\u4ee5\u4e0a\u3002 \u5c06\u6765\u6211\u4eec\u8fd8\u4f1a\u6839\u636e\u4f60\u7684\u5177\u4f53\u7814\u7a76\u9886\u57df\uff0c\u63a8\u51fa\u7814\u7a76\u5206\u7c7b\u4e0e\u4e2a\u6027\u5316\u7684\u8ba2\u9605\u670d\u52a1\uff0c\u656c\u8bf7\u671f\u5f85\uff01 \u7531\u4e8e\u590d\u6742\u6027\u9886\u57df\u6d89\u53ca\u7684\u8bba\u6587\u5173\u952e\u8bcd\u548c\u7814\u7a76\u95ee\u9898\u7eb7\u7e41\u590d\u6742\uff0c\u6240\u4ee5\u7b97\u6cd5\u96be\u514d\u6709\u4e0d\u6210\u719f\u7684\u5730\u65b9\uff0c\u5982\u679c\u4f60\u53d1\u73b0\u6211\u4eec\u6709\u6f0f\u6389\u7684\u91cd\u8981\u8bba\u6587\uff0c\u6216\u8005\u722c\u5230\u4e86\u9886\u57df\u6709\u504f\u5dee\u7684\u8bba\u6587\uff0c\u6b22\u8fce\u8054\u7cfb\u6211\u4eec\uff08\u5c0f\u52a9\u624b\u5fae\u4fe1\uff1aswarmaAI\uff09\uff0c\u5e2e\u52a9\u6211\u4eec\u6301\u7eed\u4f18\u5316\u7b97\u6cd5\u3002
\u5982\u679c\u4f60\u5bf9\u79d1\u5b66\u5b66\u3001\u8ba1\u7b97\u672f\u8bed\u5b66\u7b49\u611f\u5174\u8da3\u5e76\u6709\u4ee3\u7801\u80fd\u529b\uff0c\u6b22\u8fce\u62a5\u540d\u6210\u4e3a\u96c6\u667a\u7b97\u6cd5\u5fd7\u613f\u8005\/\u5b9e\u4e60\u751f\uff08\u5177\u4f53\u8bf7\u90ae\u4ef6\u8054\u7cfb\u7b97\u6cd5\u7ec4\u8d1f\u8d23\u4ebahuqiao@swarma.org\uff09\u3002
\u5982\u679c\u4f60\u5bf9\u590d\u6742\u6027\u79d1\u5b66\u53ca\u76f8\u5173\u8de8\u5b66\u79d1\u7814\u7a76\u6709\u957f\u671f\u5174\u8da3\uff0c\u5e76\u4e50\u4e8e\u89e3\u8bfb\u5206\u4eab\uff0c\u6b22\u8fce\u52a0\u5165\u96c6\u667a\u4f5c\u8005\u56e2\u961f\uff08\u5177\u4f53\u8bf7\u90ae\u4ef6\u8054\u7cfb\u7f16\u8f91\u90e8\u8d1f\u8d23\u4ebaliupeiyuan@swarma.org\uff09\u3002<\/p>\n

\u66f4\u591a\u8bba\u6587<\/p>\n

\u66f4\u591a\u590d\u6742\u6027\u9876\u520a\u8bba\u6587\uff0c\u8bf7\u5230Complexity Express\u9875\u9762\u67e5\u770b\u3002\u8ba2\u9605\u5373\u53ef\u6bcf\u5468\u83b7\u53d6\u66f4\u65b0\u63d0\u9192\u3002       <\/p>\n

\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u8ffd\u8e2a\u590d\u6742\u79d1\u5b66\u9876\u520a\u8bba\u6587 <\/p><\/div>\n","protected":false},"excerpt":{"rendered":"

\u96c6\u667a\u6591\u56fe\u9876\u520a\u8bba\u6587\u901f\u9012\u680f\u76ee\u4e0a\u7ebf\u4ee5\u6765\uff0c\u6301\u7eed\u6536\u5f55\u6765\u81eaNature\u3001Science\u7b49\u9876\u520a\u7684\u6700\u65b0\u8bba\u6587\uff0c\u8ffd\u8e2a\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\u3002\u73b0\u5728\u6b63\u5f0f\u63a8\u51fa\u8ba2\u9605\u529f\u80fd\uff0c\u6bcf\u5468\u901a\u8fc7\u5fae\u4fe1\u670d\u52a1\u53f7\u300c\u96c6\u667a\u6591\u56fe\u300d\u63a8\u9001\u8bba\u6587\u4fe1\u606f\u3002 \u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\uff0c\u5173\u6ce8\u201c\u96c6\u667a\u6591\u56fe\u201d\u670d\u52a1\u53f7\uff0c\u5373\u53ef\u8ba2\u9605Complexity Express\uff1a…<\/p>\n","protected":false},"author":1,"featured_media":24154,"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\/24309"}],"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"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24309"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/24309\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/24154"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24309"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24309"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24309"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=24309"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}