{"id":37683,"date":"2022-10-06T20:31:05","date_gmt":"2022-10-06T12:31:05","guid":{"rendered":"https:\/\/swarma.org\/?p=37683"},"modified":"2022-10-06T20:31:05","modified_gmt":"2022-10-06T12:31:05","slug":"%e6%8b%96%e5%bb%b6%e8%a1%8c%e4%b8%ba%e7%9a%84%e7%a5%9e%e7%bb%8f%e8%ae%a1%e7%ae%97%e8%a7%a3%e9%87%8a-%e5%a4%8d%e6%9d%82%e6%80%a7%e7%a7%91%e5%ad%a6%e9%a1%b6%e5%88%8a%e7%b2%be%e9%80%897%e7%af%87","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=37683","title":{"rendered":"\u62d6\u5ef6\u884c\u4e3a\u7684\u795e\u7ecf\u8ba1\u7b97\u89e3\u91ca | \u590d\u6742\u6027\u79d1\u5b66\u9876\u520a\u7cbe\u90097\u7bc7"},"content":{"rendered":"
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\u96c6\u667a\u6591\u56fe\u9876\u520a\u8bba\u6587\u901f\u9012\u680f\u76ee\u4e0a\u7ebf\u4ee5\u6765\uff0c\u6301\u7eed\u6536\u5f55\u6765\u81ea<\/span>Nature\u3001Science<\/span>\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<\/span><\/p>\n


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\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<\/span>           <\/p>\n

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

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\u4ee5\u4e0b\u662f2022\u5e749\u670826\u65e5-10\u67082\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~<\/span><\/section>\n

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\u76ee\u5f55\uff1a<\/span><\/strong><\/span><\/p>\n

1. <\/strong><\/span>\u57fa\u4e8eTransformer \u7684\u6b63\u5219\u6f5c\u5728\u7a7a\u95f4\u4f18\u5316\u86cb\u767d\u8d28\u751f\u6210<\/span><\/strong><\/p>\n

2. \u7f51\u7edc\u6548\u5e94\u5bfc\u81f4\u7684\u7ade\u4e89\u5e02\u573a\u975e\u5e73\u8861\u76f8\u53d8<\/span><\/strong><\/p>\n

3. \u62d6\u5ef6\u884c\u4e3a\u7684\u795e\u7ecf\u8ba1\u7b97\u89e3\u91ca<\/span><\/strong><\/p>\n

4. \u566a\u58f0\u4f20\u67d3\u75c5\u66f2\u7ebf\u4e2d\u4fe1\u606f\u7684\u91cf\u5316<\/span><\/strong><\/p>\n

5. \u6570\u636e\u9a71\u52a8\u795e\u7ecf\u7f51\u7edc\u4e2d\u5377\u79ef\u7ed3\u6784\u7684\u6d8c\u73b0<\/span><\/strong><\/p>\n

6. \u79d1\u5b66\u7cbe\u82f1\u7684\u5f15\u7528\u6a21\u5f0f\u5b58\u5728\u6027\u522b\u5dee\u5f02<\/span><\/strong><\/p>\n

7. \u51fa\u751f\u65f6\u7684\u8270\u8f9b\u6539\u53d8\u6c14\u5019\u53d8\u5316\u5bf9\u957f\u5bff\u6355\u98df\u8005\u7684\u5f71\u54cd<\/span><\/strong><\/p>\n

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1.\u57fa\u4e8eTransformer\u7684<\/strong><\/p>\n

\u6b63\u5219\u6f5c\u5728\u7a7a\u95f4\u4f18\u5316\u86cb\u767d\u8d28\u751f\u6210<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aTransformer-based protein generation with regularized latent space optimization<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Machine Intelligence<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s42256-022-00532-1#Fig2<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u5f3a\u5927\u7684\u81ea\u7136\u8bed\u8a00\u6a21\u578b\u7684\u53d1\u5c55\u63d0\u9ad8\u4e86\u5b66\u4e60\u6709\u610f\u4e49\u7684\u86cb\u767d\u8d28\u5e8f\u5217\u8868\u5f81\u7684\u80fd\u529b\u3002\u6b64\u5916\uff0c\u9ad8\u901a\u91cf\u8bf1\u53d8\u3001\u5b9a\u5411\u8fdb\u5316\u548c\u4e0b\u4e00\u4ee3\u6d4b\u5e8f\u7684\u8fdb\u5c55\uff0c\u4f7f\u6211\u4eec\u80fd\u591f\u79ef\u7d2f\u5927\u91cf\u7684\u6807\u8bb0\u9002\u914d\u6570\u636e\u3002\u5229\u7528\u8fd9\u4e24\u4e2a\u8d8b\u52bf\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u6b63\u5219\u5316\u6f5c\u5728\u7a7a\u95f4\u4f18\u5316<\/span>\uff08Regularized Latent Space Optimization, ReLSO\uff09<\/span>\uff0c\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u6df1\u5ea6\u8f6c\u5316\u5668\u7684\u81ea\u52a8\u7f16\u7801\u5668\uff0c\u5b83\u7684\u7279\u70b9\u662f\u4e00\u4e2a\u9ad8\u5ea6\u7ed3\u6784\u5316\u7684\u6f5c\u7a7a\u95f4\uff0c\u7ecf\u8fc7\u8bad\u7ec3\u53ef\u4ee5\u8054\u5408\u751f\u6210\u5e8f\u5217\u4ee5\u53ca\u9884\u6d4b\u9002\u914d\u6027\u3002\u901a\u8fc7\u6b63\u5219\u5316\u9884\u6d4b\u5934\uff0cReLSO \u5f15 \u5165\u4e86\u4e00\u4e2a\u5f3a\u5927\u7684\u86cb\u767d\u8d28\u5e8f\u5217\u7f16\u7801\u5668\u548c\u4e00\u4e2a\u9ad8\u6548\u7684\u9002\u914d\u6027\u666f\u89c2\u904d\u5386\u7684\u65b0\u65b9\u6cd5\u3002\u4f7f\u7528 ReLSO\uff0c\u6211\u4eec\u660e\u786e\u5730\u5bf9\u5927\u578b\u6807\u8bb0\u6570\u636e\u96c6\u7684\u5e8f\u5217\u529f\u80fd\u666f\u89c2\u8fdb\u884c\u5efa\u6a21\uff0c\u5e76\u901a\u8fc7\u4f7f\u7528\u57fa\u4e8e\u68af\u5ea6\u7684\u65b9\u6cd5\u5728\u6f5c\u5728\u7a7a\u95f4\u5185\u8fdb\u884c\u4f18\u5316\u6765\u751f\u6210\u65b0\u5206\u5b50\u3002\u6211\u4eec\u5728\u51e0\u4e2a\u516c\u5f00\u7684\u86cb\u767d\u8d28\u6570\u636e\u96c6\u4e0a\u8bc4\u4f30\u4e86\u8fd9\u79cd\u65b9\u6cd5\uff0c\u5305\u62ec\u6297\u62c9\u5c3c\u73e0\u5355\u6297\u548c\u7eff\u8272\u8367\u5149\u86cb\u767d\u7684\u53d8\u4f53\u96c6\u3002\u4e0e\u5176\u4ed6\u65b9\u6cd5\u76f8\u6bd4\uff0c\u6211\u4eec\u89c2\u5bdf\u5230\u4f7f\u7528 ReLSO \u7684\u5e8f\u5217\u4f18\u5316\u6548\u7387\u66f4\u9ad8<\/span>\uff08\u6bcf\u4e2a\u4f18\u5316\u6b65\u9aa4\u7684\u9002\u914d\u6027\u589e\u52a0\uff09<\/span>\uff0c\u5176\u4e2d ReLSO \u66f4\u7a33\u5065\u5730\u751f\u6210\u9ad8\u9002\u914d\u6027\u5e8f\u5217\u3002\u6b64\u5916\uff0c\u8054\u5408\u8bad\u7ec3\u7684 ReLSO \u6a21\u578b\u5b66\u5230\u7684\u57fa\u4e8e\u6ce8\u610f\u529b\u7684\u5173\u7cfb\u4e3a\u5e8f\u5217\u7ea7\u7684\u9002\u914d\u6027\u4fe1\u606f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6f5c\u5728\u7684\u9014\u5f84\u3002<\/span><\/section>\n

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\u56fe\uff1a\uff08a\uff09\u4e3a\u4e86\u7f16\u7801\u86cb\u767d\u8d28\u5e8f\u5217\uff0cReLSO \u4f7f\u7528\u57fa\u4e8e\u8f6c\u6362\u5668\u7684\u7f16\u7801\u5668\u3002Transformer \u6a21\u5757\u7684\u8f93\u51fa\u4f7f\u7528\u57fa\u4e8e\u6ce8\u610f\u529b\u7684\u6c60\u5316\u673a\u5236\u8fdb\u884c\u6c60\u5316\uff0c\u7136\u540e\u8fdb\u4e00\u6b65\u538b\u7f29\u4ee5\u4ea7\u751f\u8f93\u5165\u5e8f\u5217\u7684\u6f5c\u5728\u8868\u5f81\u3002\u6f5c\u5728\u70b9\u7684\u96c6\u5408\u5f62\u6210\u4e86\u6a21\u578b\u9002\u914d\u6027\u666f\u89c2\u3002\uff08b\uff09ReLSO \u4f7f\u7528\u8f85\u52a9\u7f51\u7edc\u4ece\u6f5c\u5728\u7a7a\u95f4\u9884\u6d4b\u9002\u914d\u6027\uff0c\u5e76\u4f7f\u7528\u57fa\u4e8e\u8303\u6570\u7684\u8d1f\u91c7\u6837\u6280\u672f\u5728\u751f\u6210\u7684\u6f5c\u5728\u7a7a\u95f4\u4e2d\u5f3a\u5236\u6267\u884c\u4f2a\u51f9\u5f62\u3002\u8f85\u52a9\u7f51\u7edc\u7684\u9009\u62e9\u4f1a\u5f71\u54cd\u7f51\u7edc\u5bf9\u8d1f\u91c7\u6837\u635f\u5931\u7684\u654f\u611f\u7a0b\u5ea6\u3002\u9876\u884c\u7684\u56fe\u662f\u4f7f\u7528\u60e9\u7f5a\u7f51\u7edc\u751f\u6210\u7684\uff0c\u4ee5\u5b66\u4e60\u66f4\u5e73\u6ed1\u7684\u51fd\u6570\uff0c\u800c\u5e95\u884c\u7684\u56fe\u662f\u7531\u4f20\u7edf\u7684\u5168\u8fde\u63a5\u7f51\u7edc\u751f\u6210\u7684\u3002\uff08c\uff09\u5728 JT-AE \u4e2d\uff0c\u6734\u7d20\u8054\u5408\u8bad\u7ec3\u65b9\u6cd5\u7684\u4e00\u4e2a\u56fa\u6709\u5f31\u70b9\u662f\u8f85\u52a9\u7f51\u7edc\u7ecf\u5e38\u5b66\u4e60\u5355\u8c03\u51fd\u6570\u3002\u5f53\u7528\u4e8e\u6f5c\u5728\u7a7a\u95f4\u4f18\u5316\u65f6\uff0c\u8fd9\u6837\u7684\u51fd\u6570\u7f3a\u4e4f\u4efb\u4f55\u505c\u6b62\u6807\u51c6\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u672c\u6587\u91cd\u5851\u4e86\u9002\u5e94\u5ea6\u51fd\u6570\uff0c\u4f7f\u5168\u5c40\u6700\u5927\u503c\u4f4d\u4e8e\u8bad\u7ec3\u6570\u636e\u4e2d\/\u9644\u8fd1\u3002\uff08d\uff09\u8d1f\u91c7\u6837\u4f9d\u8d56\u4e8e\u6570\u636e\u589e\u5f3a\u7b56\u7565\uff0c\u5176\u4e2d\u5728\u6f5c\u5728\u7a7a\u95f4\u7684\u5916\u56f4\u751f\u6210\u4eba\u5de5\u7684\u4f4e\u9002\u914d\u6027\u70b9\u3002\uff08e\uff09\u672c\u6587\u4f7f\u7528\u6f5c\u5728\u7a7a\u95f4\u4e2d\u6210\u5bf9\u7684\u8fdc\u8ddd\u79bb\u70b9\u4e4b\u95f4\u7684 100 \u6b21\u91c7\u6837\u6e38\u8d70\u6765\u76d1\u63a7\u6f5c\u5728\u7a7a\u95f4\u904d\u5386\u671f\u95f4\u5e8f\u5217\u548c\u9002\u914d\u6027\u7684\u53d8\u5316\u3002x \u8f74\u8868\u793a\u6cbf\u6240\u8d70\u8def\u5f84\u7684\u6b65\u957f\u7d22\u5f15\u3002y \u8f74\u663e\u793a\u5f53\u524d\u6b65\u9aa4 zi<\/sub> \u548c\u6700\u540e\u4e00\u6b65 zn<\/sub> \u4e4b\u95f4\u8868\u793a\u5c5e\u6027\u7684\u5dee\u5f02\uff0c\u56e0\u6b64\u5f53 zi<\/sub>\u2009=\u2009zn<\/sub> \u65f6\uff0c\u5dee\u5f02\u5728\u6700\u540e\u4e00\u6b65\u53d8\u4e3a\u96f6\u3002\u663e\u793a\u4e86\u5e73\u5747\u503c\uff08\u7ebf\uff09\u548c 95% \u7f6e\u4fe1\u533a\u95f4\uff08\u9634\u5f71\u533a\u57df\uff09\u3002<\/span><\/p>\n


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2.\u7f51\u7edc\u6548\u5e94\u5bfc\u81f4\u7684<\/strong><\/p>\n

\u7ade\u4e89\u5e02\u573a\u975e\u5e73\u8861\u76f8\u53d8<\/strong>
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\u8bba\u6587\u9898\u76ee\uff1aNonequilibrium phase transitions in competitive markets caused by network effects<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u8282\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2206702119<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u7f51\u7edc\u6548\u5e94<\/span>\uff08network effects\uff09<\/span>\u662f\u6307\u4e00\u79cd\u4ea7\u54c1\u7531\u7ecf\u6d4e\u5e02\u573a\u4e2d\u7684\u53d7\u6b22\u8fce\u7a0b\u5ea6\u6240\u5e26\u6765\u7684\u9644\u52a0\u503c\u3002\u53d7\u7edf\u8ba1\u7269\u7406\u5b66\u4e2d\u57fa\u4e8e\u667a\u80fd\u4f53\u7684\u6a21\u578b\u7684\u542f\u53d1\uff0c\u8be5\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u4e2a<\/span>\uff08\u51e0\u4e4e\uff09<\/span>\u65e0\u533a\u522b\u5546\u54c1\u3001\u5177\u6709\u9700\u6c42\u4fa7\u7f51\u7edc\u6548\u5e94\u7684\u7ade\u4e89\u5e02\u573a\u6700\u5c0f\u7406\u8bba\uff0c\u8fd9\u4e9b\u5546\u54c1\u7531\u7edf\u8ba1\u4e0a\u76f8\u540c\u7684\u5356\u5bb6\u9500\u552e\u3002\u5728\u8f83\u5f31\u7684\u7f51\u7edc\u6548\u5e94\u60c5\u51b5\u4e0b\uff0c\u8be5\u6a21\u578b\u518d\u73b0\u4e86\u4f20\u7edf\u5fae\u89c2\u7ecf\u6d4e\u5b66\uff1a\u5b58\u5728<\/span>\uff08\u63a5\u8fd1\uff09<\/span>\u5b8c\u5168\u7ade\u4e89\u7684\u7edf\u8ba1\u7a33\u5b9a\u72b6\u6001\u3002\u968f\u7740\u7f51\u7edc\u6548\u5e94\u7684\u589e\u52a0\uff0c\u7814\u7a76\u53d1\u73b0\u4e86\u4e00\u4e2a\u7531\u5e02\u573a\u8d8b\u52bf\u7684\u81ea\u53d1\u5f62\u6210\u548c\u5d29\u6e83\u6240\u9a71\u52a8\u7684\u3001\u5230\u9c81\u68d2\u975e\u5747\u8861\u76f8\u7684\u76f8\u53d8\u3002\u5f53\u5356\u65b9\u8db3\u591f\u5feb\u5730\u66f4\u65b0\u4ef7\u683c\u65f6\uff0c\u4e00\u4e2a\u65b0\u5174\u7684\u5784\u65ad\u8005\u53ef\u4ee5\u5360\u9886\u5e02\u573a\u5e76\u524a\u5f31\u7ade\u4e89\uff0c\u5bfc\u81f4\u5bf9\u79f0\u6027\u548c\u904d\u5386\u6027\u7834\u574f\u7684\u8f6c\u53d8\u3002\u975e\u5e73\u8861\u9636\u6bb5\u540c\u65f6\u5c55\u793a\u4e86\u4e09\u4e2a\u5728\u6807\u51c6\u7ade\u4e89\u5e02\u573a\u7406\u8bba\u4e2d\u6ca1\u6709\u7684\u73b0\u8c61\uff1a\u81ea\u53d1\u7684\u4ef7\u683c\u6ce2\u52a8\u3001\u6301\u7eed\u7684\u5356\u65b9\u5229\u6da6\u548c\u516c\u53f8\u5e02\u573a\u4efd\u989d\u7684\u5e7f\u6cdb\u5206\u5e03\u3002<\/span><\/section>\n

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\u56fe\uff1a\u5355\u4e00\u5356\u5bb6\u6240\u9762\u4e34\u7684\u4f9b\u9700\u95ee\u9898\u3002\u84dd\u8272\u7ebf\u4e3a\u771f\u5b9e\u9700\u6c42\u66f2\u7ebf\uff0c\u9ed1\u8272\u865a\u7ebf\u4e3a\u5356\u5bb6\u9884\u6d4b\u9700\u6c42\u66f2\u7ebf\uff0c\u9ed1\u8272\u65b9\u5757\u4e3a\u5bfc\u81f4\u5e02\u573a\u5d29\u6e83\u7684\u5229\u6da6\u6700\u5927\u5316\u70b9\u3002<\/span><\/p>\n


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3.\u62d6\u5ef6\u884c\u4e3a\u7684\u795e\u7ecf\u8ba1\u7b97\u89e3\u91ca<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aA neuro-computational account of procrastination behavior<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-022-33119-w#Fig6<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u4f5c\u8005\u5728\u8de8\u671f\u9009\u62e9\u4e2d\u4f7f\u7528\u529f\u80fd\u78c1\u5171\u632f\u6210\u50cf<\/span>\uff08fMRI\uff09<\/span>\u6765\u4e3a\u9884\u6d4b\u72ec\u7acb\u6d4b\u8bd5\u4e2d\u7684\u62d6\u5ef6\u884c\u4e3a\u8ba1\u7b97\u6a21\u578b\u63d0\u4f9b\u4fe1\u606f\u3002\u62d6\u5ef6\u75c7\u5728\u5b9e\u9a8c\u5ba4\u88ab\u8bc4\u4f30\u4e3a\uff1a\u5bf9\u4e8e\u5de5\u4f5c\u800c\u8a00\uff0c\u503e\u5411\u4e8e\u5728\u7b2c\u4e8c\u5929\u5b8c\u6210\u4e00\u9879\u4efb\u52a1\u800c\u4e0d\u662f\u7acb\u5373\u5b8c\u6210\uff1b\u5bf9\u4e8e\u5c45\u5bb6\u800c\u8a00\uff0c\u5219\u8868\u73b0\u4e3a\u63d0\u4ea4\u884c\u653f\u8868\u5355\u65f6\u7684\u62d6\u5ef6\u3002\u8fd9\u4e9b\u62d6\u5ef6\u884c\u4e3a\u5206\u522b\u88ab\u5efa\u6a21\u4e3a\u5c06\u4efb\u52a1\u63a8\u8fdf\u5230\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u9aa4\u7684\u5355\u4e00\u7684\u548c\u91cd\u590d\u7684\u51b3\u5b9a\uff0c\u57fa\u4e8e\u4e00\u4e2a\u6574\u5408\u4e86\u5956\u52b1\u548c\u52aa\u529b\u5c5e\u6027\u7684\u51c0\u671f\u671b\u503c\uff0c\u4e24\u8005\u90fd\u7531\u4e8e\u5ef6\u8fdf\u6298\u73b0\u3002\u4e0e\u4e0d\u540c\u4e2a\u4f53<\/span>\uff08\u5305\u62ec\u5b9e\u9a8c\u5ba4\u548c\u5bb6\u5ead\uff09<\/span>\u7684\u62d6\u5ef6\u884c\u4e3a\u76f8\u5173\u7684\u5173\u952e\u7279\u5f81\uff0c\u662f\u9884\u671f\u52aa\u529b\u6210\u672c<\/span>\uff08\u7531\u80cc\u5185\u4fa7\u524d\u989d\u53f6\u76ae\u5c42\u53d1\u51fa\u4fe1\u53f7\uff09<\/span>\u88ab\u4efb\u52a1\u5b8c\u6210\u524d\u7684\u5ef6\u8fdf\u6240\u51cf\u5f31\u7684\u7a0b\u5ea6\u3002\u56e0\u6b64\uff0c\u62d6\u5ef6\u53ef\u80fd\u6e90\u4e8e\u4e00\u79cd\u8ba4\u77e5\u504f\u89c1\uff0c\u8fd9\u79cd\u504f\u89c1\u4f1a\u4f7f\u665a\u4e9b\u65f6\u5019\u505a\u4e00\u9879\u4efb\u52a1<\/span>\uff08\u4e0e\u73b0\u5728\u76f8\u6bd4\uff09<\/span>\u663e\u5f97\u8d39\u529b\u5f97\u591a\uff0c\u4f46\u56de\u62a5\u5374\u5c11\u5f97\u591a\u3002<\/span><\/section>\n

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4.\u566a\u58f0\u4f20\u67d3\u75c5\u66f2\u7ebf\u4e2d\u4fe1\u606f\u7684\u91cf\u5316<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aQuantifying the information in noisy epidemic curves<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Computational Science<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s43588-022-00313-1<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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5.\u6570\u636e\u9a71\u52a8\u795e\u7ecf\u7f51\u7edc\u4e2d<\/strong><\/p>\n

\u5377\u79ef\u7ed3\u6784\u7684\u6d8c\u73b0<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aData-driven emergence of convolutional structure in neural networks<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2201854119<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u56fe\uff1a\u73b0\u6709\u7684\u795e\u7ecf\u7f51\u7edc\u5b66\u4e60\u7406\u8bba\u5728 RF \u7684\u5f62\u6210\u8fc7\u7a0b\u4e2d\u88ab\u6253\u7834\u3002\u5728\u975e\u7ebf\u6027\u9ad8\u65af\u8f93\u5165\uff08NLGP[\u516c\u5f0f1]\uff0c\u6a59\u8272\uff09\u548c\u9ad8\u65af\u63a7\u5236\u4efb\u52a1\uff08GP\uff0c\u84dd\u8272\uff09\u4e0a\u8bad\u7ec3\u7684\u5177\u6709 K=8 \u4e2a\u795e\u7ecf\u5143\u7684\u7f51\u7edc\u7684 pmse\uff0810\uff09\uff0c\u957f\u5ea6\u5c3a\u5ea6\u4e3a\u03be+=2\u03be-=16\u3002pmse \u662f\u5728\u6a21\u62df\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u4fdd\u7559\u7684\u6d4b\u8bd5\u6570\u636e\u8ba1\u7b97\u7684\uff08\u5b9e\u7ebf\uff09\u3002\u6211\u4eec\u8fd8\u663e\u793a\u4e86\u5728 GP\u4e0a\u8bad\u7ec3\u4f46\u5728 NLGP \u6570\u636e\u4e0a\u8bc4\u4f30\u7684\u7f51\u7edc\u7684\u6d4b\u8bd5\u8bef\u5dee\uff08GP\/NLGP\uff0c\u7ea2\u8272\uff09\u3002\u5341\u5b57\u7ebf\u7ed9\u51fa\u4e86\u901a\u8fc7\u8bc4\u4f30\u63cf\u8ff0\u7b49\u6548\u9ad8\u65af\u6a21\u578b\u8bef\u5dee\u7684\u5206\u6790\u8868\u8fbe\u5f0f\u5f97\u5230\u7684 pmse\uff08\u6750\u6599\u548c\u65b9\u6cd5\uff09\u3002\u867d\u7136\u5206\u6790\u8868\u8fbe\u5f0f\u51c6\u786e\u5730\u9884\u6d4b\u4e86\u8bad\u7ec3\u5f00\u59cb\u65f6\u7684\u8bef\u5dee\uff08\u84dd\u8272\u9634\u5f71\u533a\u57df\uff09\uff0c\u4f46\u5bf9\u4e8e\u5728 NLGP \u4e0a\u8bad\u7ec3\u7684\u7f51\u7edc\u6765\u8bf4\uff0c\u5b83\u5728\u65f6\u95f4 102 \u524d\u540e\u51fa\u73b0\u4e86\u95ee\u9898\u3002\u8fd9\u6b63\u662f\u6743\u91cd\u5f00\u59cb\u672c\u5730\u5316\u7684\u65f6\u95f4\uff0c\u6b63\u5982\u672c\u5730\u5316\u6743\u91cd\u7684\u5e73\u5747 IPR\uff082\uff09\u6240\u8861\u91cf\u7684\uff08\u63d2\u56fe\uff0c\u7eff\u8272\uff09\u3002\u540c\u65f6\uff0c\u7f51\u7edc\u9884\u6fc0\u6d3b\u7684\u8d85\u989d\u5cf0\u5ea6\u4e5f\u5728\u51cf\u5c11\uff08\u63d2\u56fe\uff0c\u6a59\u8272\uff09\u3002\u5176\u4ed6\u53c2\u6570\u5982\u4e0b\uff1a\u4e00\u7ef4\u4efb\u52a1\uff0cD=L=400\uff0c\u5b66\u4e60\u7387 \u03b7=0.05\u3002\u66f2\u7ebf\u662f 20 \u6b21\u8fd0\u884c\u7684\u5e73\u5747\u6570\u3002<\/span><\/p>\n


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6.\u79d1\u5b66\u7cbe\u82f1\u7684\u5f15\u7528\u6a21\u5f0f\u5b58\u5728\u6027\u522b\u5dee\u5f02<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aGendered citation patterns among the scientific elite<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2206070119<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u79d1\u7814\u591a\u6837\u6027\u5bf9\u4e8e\u4fc3\u8fdb\u521b\u65b0\u548c\u63d0\u9ad8\u79d1\u5b66\u5de5\u4f5c\u8005\u7684\u80fd\u529b\u662f\u5fc5\u8981\u7684\u3002\u7136\u800c\uff0c\u5c3d\u7ba1\u51e0\u5341\u5e74\u6765\u4e00\u76f4\u5728\u52aa\u529b\u589e\u52a0\u79d1\u7814\u4e2d\u7684\u6027\u522b\u591a\u6837\u6027\uff0c\u4f46\u5728\u8bb8\u591a\u9886\u57df<\/span>\uff08\u7279\u522b\u662f\u5728\u9ad8\u7ea7\u804c\u4f4d\u4e0a\uff09<\/span>\u5973\u6027\u4ecd\u5360\u5c11\u6570\u3002\u53cd\u8fc7\u6765\uff0c\u7cbe\u82f1\u5973\u79d1\u5b66\u5bb6\u7684\u7f3a\u4e4f\uff0c\u4f7f\u5f97\u66f4\u5c11\u7684\u5973\u6027\u6210\u4e3a\u5e74\u8f7b\u5973\u79d1\u5b66\u5bb6\u5bfc\u5e08\u548c\u699c\u6837\u3002\u8be5\u7814\u7a76\u9488\u5bf9\u5f53\u9009\u4e3a\u56fd\u5bb6\u79d1\u5b66\u9662\u9662\u58eb\u7684\u6770\u51fa\u5b66\u8005\u6765\u9610\u660e\u79d1\u5b66\u9886\u57df\u7684\u6027\u522b\u5dee\u5f02\uff0c\u6784\u5efa\u4f5c\u8005\u5f15\u6587\u7f51\u7edc\uff0c\u6355\u6349\u5b66\u8005\u540c\u884c\u4e4b\u95f4\u7684\u8ba4\u53ef\u7ed3\u6784\u3002\u7814\u7a76\u53d1\u73b0\u4e86\u540c\u884c\u5f15\u7528\u6a21\u5f0f\u4e2d\u7684\u6027\u522b\u5dee\u5f02\uff0c\u5e76\u4e14\u8fd9\u4e9b\u5dee\u5f02\u80fd\u51c6\u786e\u5730\u9884\u6d4b\u5b66\u8005\u6027\u522b\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u8be5\u7814\u7a76\u5e76\u6ca1\u6709\u89c2\u5bdf\u5230\u56e0\u5f71\u54cd\u529b\u800c\u9020\u6210\u7684\u5dee\u5f02\uff0c\u9ad8\u6392\u540d\u548c\u4f4e\u6392\u540d\u673a\u6784\u5b66\u8005\u7684\u5f15\u6587\u7ed3\u6784\u51e0\u4e4e\u6ca1\u6709\u663e\u8457\u5dee\u5f02\u3002\u8fd9\u4e9b\u7ed3\u679c\u8fdb\u4e00\u6b65\u8bc1\u660e\uff0c\u5b66\u8005\u7684\u6027\u522b\u5728\u79d1\u7814\u6210\u529f\u7684\u673a\u5236\u4e2d\u53d1\u6325\u7740\u4f5c\u7528\u3002<\/span><\/section>\n

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7.\u51fa\u751f\u65f6\u7684\u8270\u8f9b\u6539\u53d8\u6c14\u5019\u53d8\u5316<\/strong><\/p>\n

\u5bf9\u957f\u5bff\u6355\u98df\u8005\u7684\u5f71\u54cd<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aHardship at birth alters the impact of climate change on a long-lived predator<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-022-33011-7<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u56fe\uff1a\u4e24\u4e2a\u4e3b\u8981\u5047\u8bbe\u8003\u5bdf\u4e86\u5728\u53d1\u80b2\u8fc7\u7a0b\u4e2d\u4e0e\u5728\u540e\u6765\u751f\u547d\u4e2d\u9047\u5230\u7684\u6761\u4ef6\u4e4b\u95f4\u76f8\u4e92\u4f5c\u7528\u7684\u9002\u5e94\u5ea6\u5f71\u54cd\u3002\uff08a\uff09\u53d1\u80b2\u7ea6\u675f\u731c\u60f3\uff0c\uff08b\uff09\u9884\u6d4b\u9002\u5e94\u54cd\u5e94\u731c\u60f3\u3002<\/span><\/p>\n


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Complex World, Simple Rules.<\/span><\/section>\n
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\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<\/span><\/section>\n

 <\/span><\/strong><\/p>\n

\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\u76f8\u5173\u7684\u6700\u65b0\u9876\u520a\u8bba\u6587\u3002<\/span><\/strong><\/p>\n

 <\/span><\/section>\n

\n
Complexity Express \u662f\u4ec0\u4e48\uff1f<\/span><\/strong><\/span><\/section>\n

<\/section>\n<\/h4>\n
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<\/span><\/section>\n
 <\/span><\/section>\n
\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<\/span><\/section>\n

<\/section>\n
       <\/span>       <\/span> <\/section>\n

\n

<\/section>\n
Complexity Express \u4e3a\u8c01\u670d\u52a1\uff1f<\/span><\/strong><\/span><\/section>\n

<\/section>\n<\/h4>\n
<\/p>\n
    \n
  • \n

    \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<\/p>\n<\/li>\n

  • \n

    \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<\/p>\n<\/li>\n

  • \n

    \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\u79d1\u5b66\u548c\u8de8\u5b66\u79d1\u7814\u7a76\u4e2d\u83b7\u5f97\u7075\u611f\u542f\u53d1\u3002<\/p>\n<\/li>\n

  • \n
    \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\u3002<\/section>\n<\/li>\n<\/ul>\n

    <\/span><\/section>\n

    Complexity 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<\/span><\/section>\n
     <\/span><\/section>\n

    \n
    Complexity Express \u8bba\u6587\u4ece\u54ea\u91cc\u6765\uff1f<\/span><\/strong><\/span><\/section>\n

    <\/section>\n<\/h4>\n
    \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<\/span><\/section>\n
     <\/span><\/section>\n
    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\uff1a<\/span><\/section>\n
      \n
    • \n

      Nature<\/em><\/p>\n<\/li>\n

    • \n

      Science<\/em><\/p>\n<\/li>\n

    • \n

      PNAS<\/em><\/p>\n<\/li>\n

    • \n

      Nature Communications<\/em><\/p>\n<\/li>\n

    • \n

      Science Advances<\/em><\/p>\n<\/li>\n

    • \n

      Physics Reports<\/em><\/p>\n<\/li>\n

    • \n

      Physical Review Letters<\/em><\/p>\n<\/li>\n

    • \n

      Physical Review X<\/em><\/p>\n<\/li>\n

    • \n

      Nature Physics<\/em><\/p>\n<\/li>\n

    • \n

      Nature Human Behaviour<\/em><\/p>\n<\/li>\n

    • \n

      Nature Machine Intelligence<\/em><\/p>\n<\/li>\n

    • \n
      Review of Modern Physics<\/em><\/section>\n<\/li>\n
    • \n
      Nature Review Physics<\/em><\/section>\n<\/li>\n
    • \n
      Nature Computational Science<\/em><\/section>\n<\/li>\n
    • \n
      National Science Review<\/em><\/section>\n<\/li>\n
    • \n
      \u66f4\u591a\u671f\u520a\u6301\u7eed\u589e\u8865\u4e2d\uff0c\u6b22\u8fce\u63a8\u8350\u4f60\u8ba4\u4e3a\u91cd\u8981\u7684\u671f\u520a\uff01<\/section>\n<\/li>\n<\/ul>\n
       <\/span><\/section>\n
      \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~<\/span><\/strong><\/section>\n
       <\/span><\/section>\n

      \n
      Complexity Express \u8ffd\u8e2a\u54ea\u4e9b\u9886\u57df\uff1f<\/span><\/strong><\/section>\n

      <\/section>\n<\/h4>\n
      \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<\/span><\/section>\n
        \n
      • \n
        \u590d\u6742\u7cfb\u7edf\u57fa\u672c\u7406\u8bba<\/span><\/section>\n<\/li>\n
      • \n
        \u590d\u6742\u7f51\u7edc\u65b9\u6cd5\u53ca\u5e94\u7528<\/span><\/section>\n<\/li>\n
      • \n
        \u56fe\u7f51\u7edc\u4e0e\u6df1\u5ea6\u5b66\u4e60<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u673a\u5efa\u6a21\u4e0e\u4eff\u771f<\/span><\/section>\n<\/li>\n
      • \n
        \u7edf\u8ba1\u7269\u7406\u4e0e\u590d\u6742\u7cfb\u7edf<\/span><\/section>\n<\/li>\n
      • \n
        \u91cf\u5b50\u8ba1\u7b97\u4e0e\u91cf\u5b50\u4fe1\u606f<\/span><\/section>\n<\/li>\n
      • \n
        \u751f\u6001\u7cfb\u7edf\u3001\u8fdb\u5316\u3001\u751f\u7269\u7269\u7406\u7b49<\/span><\/section>\n<\/li>\n
      • \n
        \u7cfb\u7edf\u751f\u7269\u5b66\u4e0e\u5408\u6210\u751f\u7269\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u4e0e\u8ba4\u77e5\u795e\u7ecf\u79d1\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u4e0e\u793e\u4f1a\u7ecf\u6d4e\u590d\u6742\u7cfb\u7edf<\/span><\/section>\n<\/li>\n
      • \n
        \u57ce\u5e02\u79d1\u5b66\u4e0e\u4eba\u7c7b\u884c\u4e3a<\/span><\/section>\n<\/li>\n
      • \n
        \u79d1\u5b66\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u6d41\u884c\u75c5\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u4ee5\u53ca\u4e00\u4e9b\u9886\u57df\u5c0f\u4f17\uff0c\u4f46\u6709\u8da3\u7684\u5de5\u4f5c<\/section>\n<\/li>\n<\/ul>\n
         <\/span><\/section>\n
        \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<\/span><\/section>\n
         <\/span><\/section>\n
        \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<\/span><\/section>\n
         <\/span><\/section>\n
        \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<\/span>\uff08\u5c0f\u52a9\u624b\u5fae\u4fe1\uff1aswarmaAI\uff09<\/span>\uff0c\u5e2e\u52a9\u6211\u4eec\u6301\u7eed\u4f18\u5316\u7b97\u6cd5\u3002<\/span><\/section>\n

        <\/section>\n
        \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<\/span>\uff08\u5177\u4f53\u8bf7\u90ae\u4ef6\u8054\u7cfb\u7b97\u6cd5\u7ec4\u8d1f\u8d23\u4ebahuqiao@swarma.org\uff09<\/span>\u3002<\/span><\/section>\n

        <\/section>\n
        \u5982\u679c\u4f60\u5bf9\u590d\u6742\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<\/span>\uff08\u5177\u4f53\u8bf7\u90ae\u4ef6\u8054\u7cfb\u7f16\u8f91\u90e8\u8d1f\u8d23\u4ebaliupeiyuan@swarma.org\uff09<\/span>\u3002<\/span><\/strong><\/section>\n

        <\/section>\n

        <\/section>\n<\/section>\n
        \n
        \n
        \n

        <\/section>\n

        <\/section>\n
        \n
        <\/svg><\/section>\n<\/section>\n<\/section>\n
        \n

        \u66f4\u591a\u8bba\u6587<\/span><\/strong><\/strong><\/p>\n<\/section>\n

        \n

        <\/section>\n

        <\/section>\n<\/section>\n<\/section>\n<\/section>\n

        <\/section>\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<\/span><\/section>\n
               <\/span><\/section>\n

        <\/section>\n

        <\/section>\n

        \u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u8ffd\u8e2a\u590d\u6742\u79d1\u5b66\u9876\u520a\u8bba\u6587<\/span><\/strong><\/p>\n<\/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":37654,"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\/37683"}],"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=37683"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/37683\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/37654"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37683"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=37683"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=37683"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=37683"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}