{"id":26667,"date":"2021-06-01T20:55:55","date_gmt":"2021-06-01T12:55:55","guid":{"rendered":"https:\/\/swarma.org\/?p=26667"},"modified":"2021-06-01T20:55:55","modified_gmt":"2021-06-01T12:55:55","slug":"%e6%9c%ba%e5%99%a8%e4%ba%ba%e6%b6%8c%e7%8e%b0%e8%a1%8c%e4%b8%ba%e7%9a%84%e8%bf%9e%e7%bb%ad%e5%ad%a6%e4%b9%a0-%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","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=26667","title":{"rendered":"\u673a\u5668\u4eba\u6d8c\u73b0\u884c\u4e3a\u7684\u8fde\u7eed\u5b66\u4e60 | \u590d\u6742\u6027\u79d1\u5b66\u9876\u520a\u7cbe\u90097\u7bc7"},"content":{"rendered":"
\n

\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


<\/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<\/span>             <\/p>\n

\n
\n
\n

<\/section>\n

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

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

\n

<\/section>\n

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

<\/section>\n
\u4ee5\u4e0b\u662f2021\u5e745\u670824\u65e5-5\u670830\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

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

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

    \n
  • \n

    \u673a\u5668\u4eba\u6d8c\u73b0\u884c\u4e3a\u7684\u8fde\u7eed\u5b66\u4e60<\/strong><\/p>\n<\/li>\n

  • \n

    \u4eba\u53e3\u6d41\u52a8\u7684\u666e\u904d\u8bbf\u95ee\u89c4\u5f8b<\/span><\/strong><\/p>\n<\/li>\n

  • \n

    \u57fa\u4e8e\u56fe\u5377\u79ef\u7f51\u7edc\u7684\u86cb\u767d\u8d28\u7ed3\u6784\u529f\u80fd\u9884\u6d4b<\/strong><\/span><\/p>\n<\/li>\n

  • \n

    \u591a\u5c42\u7f51\u7edc\u7684\u62d3\u6251\u805a\u7c7b<\/strong><\/span><\/p>\n<\/li>\n

  • \n

    \u7269\u7406\u7f51\u7edc\u4e2d\u7684\u76d1\u7763\u5f0f\u5b66\u4e60: \u4ece\u673a\u5668\u5b66\u4e60\u5230\u5b66\u4e60\u673a\u5668<\/strong><\/span><\/p>\n<\/li>\n

  • \n

    \u6027\u522b\u89d2\u8272\u4ea7\u751f\u4e0d\u540c\u7684\u7ecf\u6d4e\u671f\u671b<\/span><\/strong><\/span><\/p>\n<\/li>\n

  • \n

    \u4eba\u53e3\u6d41\u52a8\u7684\u666e\u904d\u8bbf\u95ee\u89c4\u5f8b<\/span><\/strong><\/p>\n


    <\/strong><\/span><\/p>\n<\/li>\n<\/ul>\n


    <\/span><\/strong><\/span><\/p>\n

    \u66f4\u65b0\u63d0\u9192\uff1a<\/span><\/strong><\/span>\u9876\u520a\u901f\u9012\u5df2\u652f\u6301\u8bba\u6587\u56fe\u7247\u901f\u89c8<\/span><\/strong><\/span><\/p>\n


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

    1. \u673a\u5668\u4eba\u6d8c\u73b0\u884c\u4e3a\u7684\u8fde\u7eed\u5b66\u4e60<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n


    <\/section>\n

    \n


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


    <\/p>\n

    \n
    \n
    \n

    \u671f\u520a\u6765\u6e90\uff1aPNAS<\/em><\/span><\/p>\n

    \u8bba\u6587\u6807\u9898\uff1a<\/span><\/p>\n

    Continuous learning of emergent behavior in robotic matter<\/span><\/p>\n

    \u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n

    https:\/\/www.pnas.org\/content\/118\/21\/e2017015118<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

     <\/span><\/p>\n

    \u673a\u5668\u4eba\u5728\u4e0a\u4e2a\u4e16\u7eaa\u5df2\u7ecf\u5f7b\u5e95\u6539\u53d8\u4e86\u4eba\u7c7b\u7684\u751f\u6d3b\uff0c\u4ee5\u66f4\u9ad8\u7684\u7cbe\u5ea6\u548c\u53ef\u91cd\u590d\u6027\u62d3\u5c55\u4e86\u4eba\u7c7b\u7684\u80fd\u529b\u3002\u7136\u800c\uff0c\u5927\u591a\u6570\u673a\u5668\u4eba\u7cfb\u7edf\u53ea\u80fd\u5728\u53d7\u63a7\u73af\u5883\u4e2d\u8fd0\u884c\u3002\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u81ea\u4e3b\u9002\u5e94\u73af\u5883\u7684\u4e00\u79cd\u601d\u8def\u662f\u589e\u52a0\u4e2d\u592e\u63a7\u5236\u5668\u7684\u590d\u6742\u6027\uff0c\u4f46\u81ea\u7136\u754c\u4e2d\u6709\u5f88\u591a\u4f8b\u5b50\u8868\u660e\u9002\u5e94\u6027\u53ef\u4ece\u66f4\u7b80\u5355\u7684\u975e\u4e2d\u5fc3\u5316\u63a7\u5236\u4e2d\u51fa\u73b0\u30025\u670825\u65e5\u53d1\u8868\u5728PNAS\u7684\u4e00\u7bc7\u6587\u7ae0\u6548\u4eff\u81ea\u7136\uff0c\u4ee5\u53bb\u4e2d\u5fc3\u5316\u53ca\u6a21\u5757\u5316\u7684\u65b9\u6cd5\u7b80\u5316\u63a7\u5236\u5668\uff0c\u5bfb\u627e\u5177\u5907\u9c81\u68d2\u6027\u53ca\u62d3\u5c55\u6027\u7684\u673a\u5668\u4eba\u5b66\u4e60\u7b56\u7565\u7684\u7279\u5b9a\u8981\u6c42\u3002<\/span><\/p>\n


    <\/p>\n

    <\/p>\n

    \u75312-20\u4e2a\u81ea\u4e3b\u5355\u5143\u7ec4\u88c5\u7684\u673a\u5668\u4eba\uff0c\u5176\u5b66\u4e60\u884c\u4e3a\u5177\u6709\u53ef\u62d3\u5c55\u6027\u3002<\/span><\/p>\n


    <\/p>\n

    \u4e3a\u5b9e\u73b0\u76ee\u6807\uff0c\u7814\u7a76\u56e2\u961f\u5728\u4e00\u4e2a\u7279\u5b9a\u7684\u673a\u5668\u4eba\u5e73\u53f0\u4e0a\u8fdb\u884c\u4e86\u5b9e\u9a8c\u548c\u6a21\u62df\uff0c\u8be5\u5e73\u53f0\u7531\u76f8\u540c\u7684\u81ea\u4e3b\u5355\u5143\u7ec4\u88c5\u800c\u6210\uff0c\u8fd9\u4e9b\u5355\u5143\u4e0d\u65ad\u611f\u77e5\u73af\u5883\u5e76\u5bf9\u5176\u505a\u51fa\u53cd\u5e94\u3002\u6bcf\u4e2a\u5355\u5143\u4f7f\u7528\u57fa\u672c\u7684\u8499\u7279\u5361\u6d1b\u65b9\u6cd5\u72ec\u7acb\u8c03\u6574\u5176\u884c\u4e3a\uff0c\u7ec4\u88c5\u540e\u7684\u7cfb\u7edf\u80fd\u591f\u5728\u52a8\u6001\u73af\u5883\u4e2d\u5b66\u4e60\u5e76\u4fdd\u6301\u6700\u4f73\u884c\u4e3a\uff0c\u5373\u4f7f\u5176\u90e8\u5206\u5355\u5143\u53d7\u5230\u635f\u5bb3\u4e5f\u662f\u5982\u6b64\u3002\u8be5\u7814\u7a76\u8868\u660e\u673a\u5668\u4eba\u96c6\u7fa4\u5355\u5143\u4e4b\u95f4\u7684\u7269\u7406\u8fde\u63a5\u8db3\u4ee5\u5b9e\u73b0\u7b56\u7565\u5b66\u4e60\uff0c\u800c\u4e0d\u9700\u8981\u989d\u5916\u7684\u901a\u4fe1\u6216\u4e2d\u592e\u6307\u4ee4\u3002\u56e0\u6b64\uff0c\u8fd9\u79cd\u5206\u5e03\u5f0f\u5b66\u4e60\u65b9\u6cd5\u53ef\u4ee5\u8f7b\u677e\u6269\u5c55\u5230\u66f4\u5927\u7684\u7ec4\u4ef6\uff0c\u4f7f\u53ef\u5728\u52a8\u6001\u6216\u964c\u751f\u73af\u5883\u4e0b\u81ea\u4e3b\u5b66\u4e60\u7684\u6a21\u5757\u5316\u201c\u673a\u5668\u4eba\u7269\u8d28<\/span>\uff08robotic matter\uff09<\/span>\u201d\u6210\u4e3a\u53ef\u80fd\u3002<\/span><\/p>\n


    <\/p>\n


    <\/section>\n

    \n
    \n
    \n
    \n
    \n

    2. \u4eba\u53e3\u6d41\u52a8\u7684\u666e\u904d\u8bbf\u95ee\u89c4\u5f8b<\/strong>  <\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h2>\n


    <\/p>\n

    <\/p>\n

    \n
    \n
    \n

    \u671f\u520a\u6765\u6e90\uff1a<\/span>Nature<\/span><\/em><\/span><\/p>\n

    \u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n

    The universal visitation law of human mobility<\/span><\/p>\n

    \u8bba\u6587\u7f51\u5740\uff1a<\/span><\/p>\n

    https:\/\/www.nature.com\/articles\/s41586-021-03480-9<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

     <\/span><\/p>\n

    \u4f5c\u4e3a\u793e\u4ea4\u3001\u521b\u65b0\u548c\u751f\u4ea7\u529b\u4ea7\u751f\u7684\u91cd\u8981\u52a8\u529b\uff0c\u4eba\u53e3\u6d41\u52a8\u5bf9\u57ce\u5e02\u7684\u5f71\u54cd\u8868\u73b0\u5728\u4ece\u7a7a\u95f4\u7ed3\u6784\u5230\u5bf9\u6d41\u884c\u75c5\u7684\u53cd\u5e94\u7b49\u591a\u4e2a\u65b9\u9762\u3002\u7136\u800c\uff0c\u76ee\u524d\u6211\u4eec\u5bf9\u4e8e\u4eba\u53e3\u6d41\u52a8\u7684\u5b9a\u91cf\u63cf\u8ff0\u4f9d\u7136\u662f\u4e0d\u5b8c\u6574\u7684\u3002\u73b0\u6709\u7684\u6a21\u578b<\/span>\uff08\u5982\u5f15\u529b\u6a21\u578b\u3001\u8f90\u5c04\u6a21\u578b\u7b49\uff09<\/span>\u53ea\u4e13\u6ce8\u4e8e\u4eba\u53e3\u6d41\u52a8\u7684\u7a7a\u95f4\u4f9d\u8d56\uff0c\u800c\u6ca1\u6709\u6355\u6349\u5230\u91cd\u590d\u8bbf\u95ee\u76f8\u540c\u4f4d\u7f6e\u7684\u9891\u7387\u8fd9\u4e00\u5173\u952e\u4fe1\u606f\u30025\u670826\u65e5\u53d1\u8868\u5728 Nature <\/em>\u4e0a\u7684\u4e00\u7bc7\u6587\u7ae0\u5229\u7528\u6765\u81ea\u5168\u7403\u4e0d\u540c\u57ce\u5e02\u7684\u5927\u89c4\u6a21\u4eba\u53e3\u6d41\u52a8\u6570\u636e\uff0c\u63ed\u793a\u4e86\u4e00\u4e2a\u7b80\u5355\u800c\u5f3a\u5927\u7684\u201c\u8ddd\u79bb-\u9891\u7387\u201d\u6cd5\u5219<\/span>\uff08distance-frequency law\uff09<\/span>\u3002<\/span><\/p>\n


    <\/span><\/p>\n

    <\/p>\n

    \u201c\u8ddd\u79bb-\u9891\u7387\u201d\u6cd5\u5219\u5728\u6ce2\u58eb\u987f\u5730\u533a\u7684\u5b9e\u4f8b \u901a\u8fc7\u7edf\u8ba1\u56fea\u6240\u793a\u7684\u5230\u8bbfBack Bay\u7684\u5c45\u6c11\u7684\u5c45\u4f4f\u5730\u5230Back Bay\u7684\u8ddd\u79bb\u4e0e\u8bbf\u95ee\u6b21\u6570\uff0c\u6211\u4eec\u53ef\u4ee5\u5206\u522b\u5f97\u5230\u8bbf\u95ee\u4eba\u6570\u548c\u5c45\u4f4f\u5730\u8ddd\u79bb\uff08\u56feb\uff09\u3001\u8bbf\u95ee\u9891\u7387\uff08\u56fec\uff09\u95f4\u7684\u5e42\u5f8b\u5173\u7cfb\u3002\u5c06\u9891\u7387\u4e0e\u8ddd\u79bb\u76f8\u4e58\u53ef\u4ee5\u53d1\u73b0\u6240\u6709\u6570\u636e\u70b9\u5728\u5bf9\u6570\u5750\u6807\u7cfb\u4e0b\u843d\u5728\u4e00\u6761\u659c\u7387\u4e3a-2\u7684\u76f4\u7ebf\u4e0a\u3002<\/span><\/section>\n


    <\/p>\n

    \u201c\u8ddd\u79bb-\u9891\u7387\u201d\u6cd5\u5219\u8868\u8ff0\u9053\uff1a\u4efb\u4f55\u4f4d\u7f6e\u7684\u8bbf\u5ba2\u6570\u91cf\u90fd\u4e0e\u8bbf\u95ee\u9891\u7387\u548c\u6240\u9700\u8def\u7a0b\u4e58\u79ef\u7684\u5e73\u65b9\u6210\u53cd\u6bd4\u3002\u6587\u7ae0\u8fdb\u4e00\u6b65\u8868\u660e\uff0c\u6d41\u5411\u4e0d\u540c\u4f4d\u7f6e\u7684\u65f6\u7a7a\u6d41\u4f1a\u4ea7\u751f\u663e\u8457\u7684\u7a7a\u95f4\u805a\u96c6\uff0c\u5176\u9762\u79ef\u5206\u5e03\u9075\u5faa\u9f50\u592b\u5b9a\u5f8b<\/span>\uff08Zipf’s law\uff09<\/span>\u3002\u6700\u540e\uff0c\u6587\u7ae0\u5efa\u7acb\u4e86\u4e00\u4e2a\u57fa\u4e8e\u63a2\u7d22\u548c\u504f\u597d\u8fd4\u56de\u7684\u4e2a\u4f53\u79fb\u52a8\u6a21\u578b\uff0c\u4e3a\u5176\u53d1\u73b0\u7684\u6cd5\u5219\u548c\u65b0\u7684\u7a7a\u95f4\u7ed3\u6784\u63d0\u4f9b\u4e86\u52a8\u529b\u5b66\u89e3\u91ca\u3002\u8be5\u6587\u7ae0\u7684\u53d1\u73b0\u8bc1\u5b9e\u4e86\u4eba\u6587\u5730\u7406\u5b66\u4e2d\u957f\u671f\u5b58\u5728\u7684\u731c\u60f3<\/span>\uff08\u5982\u4e2d\u5fc3\u5730\u7406\u8bba\u548c\u7d27\u6025\u6700\u4f18\u7406\u8bba\uff09<\/span>\uff0c\u5bf9\u57ce\u5e02\u89c4\u5212\u3001\u4ea4\u901a\u89c4\u5212\u3001\u6d41\u884c\u75c5\u5efa\u6a21\u7b49\u9886\u57df\u7684\u7814\u7a76\u5747\u6709\u542f\u53d1\u3002<\/span><\/p>\n


    <\/p>\n


    <\/p>\n

    \n
    \n
    \n
    \n

    3. \u57fa\u4e8e\u56fe\u5377\u79ef\u7f51\u7edc\u7684<\/strong><\/p>\n

    \u86cb\u767d\u8d28\u7ed3\u6784\u529f\u80fd\u9884\u6d4b<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n


    <\/section>\n

    \n


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

    <\/p>\n

    \n
    \n
    \n

    \u671f\u520a\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/p>\n

    \u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n

    Structure-based protein function prediction using graph convolutional networks<\/span><\/p>\n

    \u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n

    https:\/\/www.nature.com\/articles\/s41467-021-23303-9<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

     <\/span><\/p>\n

    \u86cb\u767d\u8d28\u6298\u53e0\u6210\u4e09\u7ef4\u7ed3\u6784\u4ee5\u5728cell\u4e2d\u6267\u884c\u591a\u79cd\u529f\u80fd\u3002\u5c3d\u7ba1\u86cb\u767d\u8d28\u7684\u8bb8\u591a\u529f\u80fd\u533a\u57df\u662f\u65e0\u5e8f\u7684\uff0c\u4f46\u5927\u591a\u6570\u7ed3\u6784\u57df\u6298\u53e0\u6210\u7279\u5b9a\u4e14\u6709\u5e8f\u7684\u4e09\u7ef4\u6784\u8c61\u3002\u53cd\u8fc7\u6765\uff0c\u86cb\u767d\u8d28\u7684\u7ed3\u6784\u7279\u5f81\u51b3\u5b9a\u4e86\u5e7f\u6cdb\u7684\u529f\u80fd\uff1a\u4ece\u7ed3\u5408\u7279\u5f02\u6027\u548c\u8d4b\u4e88\u673a\u68b0\u7a33\u5b9a\u6027\uff0c\u5230\u50ac\u5316\u751f\u5316\u53cd\u5e94\u3001\u8fd0\u8f93\u548c\u4fe1\u53f7\u8f6c\u5bfc\u3002\u7ec4\u7ec7\u8fd9\u4e9b\u65e0\u6570\u86cb\u767d\u8d28\u529f\u80fd\u7684\u51e0\u79cd\u5e7f\u6cdb\u4f7f\u7528\u7684\u5206\u7c7b\u65b9\u6848\u5305\u62ec\u57fa\u56e0\u672c\u4f53<\/span>\uff08Gene Ontology\uff0cGO\uff09<\/span>\u7b49\u3002\u4f8b\u5982\uff0cGO \u5c06\u86cb\u767d\u8d28\u5206\u4e3a\u5c42\u6b21\u76f8\u5173\u7684\u529f\u80fd\u7c7b\uff0c\u8fd9\u4e9b\u529f\u80fd\u7c7b\u7ec4\u7ec7\u6210\u4e09\u4e2a\u4e0d\u540c\u7684\u672c\u4f53\uff1a\u5206\u5b50\u529f\u80fd<\/span> (MF)<\/span>\u3001\u751f\u7269\u8fc7\u7a0b<\/span> (BP) <\/span>\u548c\u7ec6\u80de\u6210\u5206<\/span> (CC)<\/span>\uff0c\u4ee5\u63cf\u8ff0\u86cb\u767d\u8d28\u529f\u80fd\u7684\u4e0d\u540c\u65b9\u9762\u3002<\/span><\/p>\n


    <\/p>\n

    \u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86 DeepFRI\uff0c\u8fd9\u662f\u4e00\u79cd\u56fe\u5377\u79ef\u7f51\u7edc\uff0c\u7528\u4e8e\u901a\u8fc7\u5229\u7528\u4ece\u86cb\u767d\u8d28\u8bed\u8a00\u6a21\u578b\u548c\u86cb\u767d\u8d28\u7ed3\u6784\u4e2d\u63d0\u53d6\u7684\u5e8f\u5217\u7279\u5f81\u6765\u9884\u6d4b\u86cb\u767d\u8d28\u529f\u80fd\u3002\u5b83\u4f18\u4e8e\u5f53\u524d\u9886\u5148\u7684\u65b9\u6cd5\u548c\u57fa\u4e8e\u5e8f\u5217\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff0c\u5e76\u53ef\u6269\u5c55\u5230\u5f53\u524d\u5e8f\u5217\u5b58\u50a8\u5e93\u7684\u5927\u5c0f\u3002\u4f7f\u7528\u540c\u6e90\u6a21\u578b\u589e\u5f3a\u5b9e\u9a8c\u7ed3\u6784\u7684\u8bad\u7ec3\u96c6\u4f7f\u7814\u7a76\u4eba\u5458\u80fd\u591f\u663e\u7740\u6269\u5c55\u53ef\u9884\u6d4b\u51fd\u6570\u7684\u6570\u91cf\u3002<\/span><\/p>\n


    <\/p>\n

    <\/p>\n

    \u4e00\u79cdLSTM\u8bed\u8a00\u6a21\u578b\u3002(a)\u5df2\u9884\u5148\u8bad\u7ec3\u4e86\u7ea61000\u4e07\u4e2aPfam\u86cb\u767d\u5e8f\u5217\uff0c\u7528\u4e8e\u63d0\u53d6PDB\u5e8f\u5217\u7684\u6b8b\u57fa\u7ea7\u7279\u5f81\u3002(b)\u672c\u9879\u7814\u7a76\u63d0\u51fa\u7684GCN\u5177\u6709\u4e09\u4e2a\u56fe\u5377\u79ef\u5c42\uff0c\u7528\u4e8e\u5b66\u4e60\u590d\u6742\u7684\u7ed3\u6784-\u529f\u80fd\u5173\u7cfb\u3002<\/span><\/section>\n


    <\/p>\n

    \u7814\u7a76\u4eba\u5458\u901a\u8fc7\u4f7f\u7528\u7c7b\u4f3c\u4e8e CAFA27 \u7684\u65f6\u95f4\u4fdd\u6301\u9a8c\u8bc1\u6765\u8bc4\u4f30\u672c\u9879\u65b9\u6cd5\u7684\u6027\u80fd\uff0c\u4fdd\u6301\u65b9\u6cd5\u786e\u4fdd\u4e86\u4e00\u4e2a\u66f4\u201c\u73b0\u5b9e\u201d\u7684\u573a\u666f\uff0c\u5176\u4e2d\u6839\u636e\u6700\u8fd1\u7684\u5b9e\u9a8c\u6ce8\u91ca\u8bc4\u4f30\u51fd\u6570\u9884\u6d4b\u3002\u6211\u4eec\u4f7f\u7528\u4ece\u4e24\u4e2a\u65f6\u95f4\u70b9 SIFTS56 \u68c0\u7d22\u5230\u7684 GO \u6ce8\u91ca\uff0c\u7248\u672c 2019\/06\/18<\/span>\uff08\u672c\u9879\u7814\u7a76\u4e2d\u79f0\u4e4b\u4e3a SIFTS-2019\uff09<\/span>\u548c\u7248\u672c 2020\/01\/04<\/span>\uff08\u79f0\u4e4b\u4e3a SIFTS-2020\uff09<\/span>\uff0c\u6765\u6784\u5efa\u57fa\u4e8e\u65f6\u95f4\u7684\u6d4b\u8bd5\u96c6\u3002\u6700\u7ec8\uff0c\u901a\u8fc7\u8be5\u65b9\u6cd5\u6b63\u786e\u9884\u6d4b\u4e86 MF-GO \u9879\uff0c\u800c BLAST \u548c DeepGO \u90fd\u662f\u672a\u80fd\u6210\u529f\u9884\u6d4b\u9884\u6d4b\u3002<\/span><\/p>\n


    <\/p>\n

    DeepFRI \u5177\u6709\u663e\u7740\u7684\u53bb\u566a\u80fd\u529b\uff0c\u5f53\u5b9e\u9a8c\u7ed3\u6784\u88ab\u86cb\u767d\u8d28\u6a21\u578b\u53d6\u4ee3\u65f6\uff0c\u6027\u80fd\u4ec5\u7565\u6709\u4e0b\u964d\u3002\u7c7b\u6fc0\u6d3b\u6620\u5c04\u5141\u8bb8\u4ee5\u524d\u6240\u672a\u6709\u7684\u5206\u8fa8\u7387\u8fdb\u884c\u529f\u80fd\u9884\u6d4b\uff0c\u5141\u8bb8\u4ee5\u81ea\u52a8\u5316\u65b9\u5f0f\u5728\u6b8b\u57fa\u7ea7\u522b\u8fdb\u884c\u7279\u5b9a\u4e8e\u7ad9\u70b9\u7684\u6ce8\u91ca\u3002\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u6ce8\u91ca\u6765\u81ea PDB \u548c SWISS-MODEL \u7684\u7ed3\u6784\u6765\u5c55\u793a\u8be5\u65b9\u6cd5\u7684\u5b9e\u7528\u6027\u548c\u9ad8\u6027\u80fd\uff0c\u4ece\u800c\u505a\u51fa\u4e86\u51e0\u4e2a\u65b0\u7684\u81ea\u4fe1\u51fd\u6570\u9884\u6d4b\u3002\u5728\u672a\u6765\uff0cDeepFRI \u53ef\u4f5c\u4e3a\u7f51\u7edc\u670d\u52a1\u5668\u4f9b\u66f4\u591a\u7814\u7a76\u4eba\u5458\u5728\u7ebf\u4f7f\u7528\u3002<\/span><\/p>\n


    <\/p>\n


    <\/p>\n

    \n
    \n
    \n
    \n

    4. \u591a\u5c42\u7f51\u7edc\u7684\u62d3\u6251\u805a\u7c7b<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n


    <\/section>\n

    \n


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

    <\/p>\n

    \n
    \n
    \n

    \u671f\u520a\u6765\u6e90\uff1a<\/span>PNAS<\/span><\/em><\/p>\n

    \u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n

    Topological clustering of multilayer networks<\/span><\/p>\n

    \u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n

    https:\/\/www.pnas.org\/content\/118\/21\/e2019994118<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

     <\/span><\/p>\n

    \u73b0\u4ee3\u793e\u4f1a\u4e2d\u7684\u8bb8\u591a\u7cfb\u7edf\u90fd\u5177\u6709\u590d\u6742\u4e14\u9ad8\u5ea6\u76f8\u4e92\u4f9d\u8d56\u7684\u7ed3\u6784\uff0c\u591a\u5c42\u7f51\u7edc\u53ef\u4ee5\u7528\u6765\u5bf9\u8fd9\u4e9b\u590d\u6742\u7ed3\u6784\u8fdb\u884c\u5efa\u6a21\u3002\u4e3a\u4e86\u89e3\u51b3\u591a\u5c42\u7f51\u7edc\u805a\u7c7b\u7684\u95ee\u9898\uff0c\u7814\u7a76\u4eba\u5458\u5c06\u62d3\u6251\u6570\u636e\u5206\u6790<\/span>\uff08topological data analysis\uff09<\/span>\u7684\u6982\u5ff5\u5f15\u5165\u5230\u590d\u6742\u7684\u591a\u5c42\u7f51\u7edc\u7684\u7814\u7a76\u4e2d\uff0c\u5e76\u63d0\u51fa\u4e86\u4e00\u79cd\u7f51\u7edc\u805a\u7c7b\u7684\u62d3\u6251\u7b97\u6cd5\u3002\u62d3\u6251\u6570\u636e\u5206\u6790\u5141\u8bb8\u4eba\u4eec\u5206\u6790\u89c2\u5bdf\u6570\u636e\u7684\u62d3\u6251\u548c\u51e0\u4f55\u7279\u6027\uff0c\u4ece\u800c\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u6570\u636e\u751f\u6210\u8fc7\u7a0b\u80cc\u540e\u7684\u9690\u85cf\u673a\u5236\u3002<\/span><\/p>\n


    <\/p>\n

    \u62d3\u6251\u7f51\u7edc\u805a\u7c7b\u80cc\u540e\u7684\u5173\u952e\u601d\u60f3\u662f\u6839\u636e\u8fd1\u90bb\u8282\u70b9\u5f62\u72b6\u76f8\u4f3c\u7a0b\u5ea6\u5bf9\u5176\u8fdb\u884c\u5206\u7ec4\u3002\u7279\u522b\u662f\uff0c\u8be5\u7b97\u6cd5\u4f7f\u7528\u62d3\u6251\u65b9\u6cd5\u57fa\u4e8e\u6301\u7eed\u6027\u56fe\u5bf9\u6bcf\u4e2a\u8282\u70b9\u5468\u56f4\u7684\u5c40\u90e8\u62d3\u6251\u548c\u51e0\u4f55\u8fdb\u884c\u6bd4\u8f83\uff0c\u56e0\u6b64\u88ab\u79f0\u4e3a\u201c\u4f7f\u7528\u6301\u7eed\u6027\u56fe\u7684\u805a\u7c7b\u201d<\/span>\uff08CPD\uff09<\/span>\u3002\u8be5\u7b97\u6cd5\u65e2\u53ef\u4ee5\u7cfb\u7edf\u5730\u8ba1\u7b97\u7f51\u7edc\u5c42\u5185\u90e8\u548c\u7f51\u7edc\u5c42\u4e4b\u95f4\u7684\u5f02\u6784\u9ad8\u9636\u7279\u6027\uff0c\u53c8\u53ef\u4ee5\u96c6\u6210\u6765\u81ea\u8fd1\u90bb\u8282\u70b9\u53ca\u5176\u76f8\u4e92\u4f5c\u7528\u7684\u91cd\u8981\u4fe1\u606f\u3002<\/span><\/p>\n


    <\/p>\n

    <\/p>\n

    \u4e09\u5c42\u7f51\u7edcCPD\u7b97\u6cd5\u7684\u6d41\u7a0b\u56fe\uff0c\u5305\u62ec\u5efa\u7acb\u591a\u5c42\u7f51\u7edc\u3001\u5efa\u7acb\u57fa\u4e8e\u76f8\u4f3c\u5ea6\u7684\u7f51\u7edc\u3001\u8282\u70b9\u5d4c\u5165\u548c\u83b7\u5f97\u805a\u7c7b<\/span><\/section>\n


    <\/p>\n

    \u7814\u7a76\u4eba\u5458\u8bf4\u660e\u4e86\u4ed6\u4eec\u7b97\u6cd5\u7684\u5e94\u7528\u4ee5\u53ca\u62d3\u6251\u6982\u5ff5\u5728\u590d\u6742\u7f51\u7edc\u805a\u7c7b\u4e2d\u7684\u5b9e\u7528\u6027\u3002\u4ed6\u4eec\u4ee5\u591a\u5c42\u7f51\u7edc\u5728\u623f\u5c4b\u4fdd\u9669\u4e2d\u7684\u5e94\u7528\u4e3a\u4f8b\u8fdb\u884c\u8bf4\u660e\u3002\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u5f15\u5165\u57fa\u4e8e\u6c14\u5019\u6761\u4ef6\u548c\u623f\u5c4b\u4fdd\u9669\u53d8\u91cf\u7684\u591a\u5c42\u590d\u6742\u7f51\u7edc\uff0c\u57fa\u4e8e\u62d3\u6251\u805a\u7c7b\u7684\u65b9\u6cd5\u5bf9\u623f\u5c4b\u8fdb\u884c\u5206\u533a\u3002\u4e0e\u57fa\u4e8e\u7b80\u5355\u5730\u7406\u90bb\u8fd1\u5ea6\u7684\u4f20\u7edf\u5de5\u5177\u76f8\u6bd4\uff0c\u57fa\u4e8e\u73af\u5883\u548c\u793e\u4f1a\u4eba\u53e3\u7edf\u8ba1\u5b66\u7279\u5f81\u76f8\u4f3c\u5ea6\u7684\u98ce\u9669\u56fe\u53ef\u4ee5\u66f4\u51c6\u786e\u5730\u6a21\u62df\u6c14\u5019\u98ce\u9669\u3002<\/span><\/p>\n


    <\/p>\n


    <\/p>\n

    \n
    \n
    \n
    \n

    5. \u7269\u7406\u7f51\u7edc\u4e2d\u7684\u76d1\u7763\u5f0f\u5b66\u4e60\uff1a<\/strong><\/p>\n

    \u4ece\u673a\u5668\u5b66\u4e60\u5230\u5b66\u4e60\u673a\u5668<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n


    <\/section>\n

    \n


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

    <\/p>\n

    \n
    \n
    \n

    \u671f\u520a\u6765\u6e90\uff1a<\/span>Physical Review X<\/span><\/em><\/p>\n

    \u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n

    Supervised Learning in Physical Networks: From Machine Learning to Learning Machines<\/span><\/p>\n

    \u8bba\u6587\u7f51\u5740\uff1a<\/span><\/p>\n

    https:\/\/journals.aps.org\/prx\/abstract\/10.1103\/PhysRevX.11.021045\u200d<\/span>\u200d<\/span>\u200d<\/span>\u200d<\/span>\u200d<\/span><\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

     <\/span><\/p>\n

    \u8bbe\u8ba1\u5177\u6709\u7279\u5b9a\u5c5e\u6027\u6216\u529f\u80fd\u7684\u7269\u7406\u6750\u6599\u6216\u673a\u5668\u901a\u5e38\u9700\u8981\u6709\u5173\u7cfb\u7edf\u5fae\u89c2\u65b9\u9762\u7684\u8be6\u7ec6\u77e5\u8bc6\uff0c\u4ee5\u53ca\u5982\u4f55\u4fee\u6539\u8fd9\u4e9b\u65b9\u9762\u4ee5\u5b9e\u73b0\u6240\u9700\u5c5e\u6027\u7684\u201c\u9006\u95ee\u9898\u201d\u7684\u89e3\u51b3\u65b9\u6848\u3002\u673a\u5668\u5b66\u4e60\u89e3\u51b3\u4e86\u8fd9\u4e9b\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u795e\u7ecf\u7f51\u7edc\u901a\u8fc7\u89c2\u5bdf\u793a\u4f8b\u8fdb\u884c\u5b66\u4e60\uff0c\u800c\u8ba1\u7b97\u673a\u5219\u901a\u8fc7\u60e9\u7f5a\u4e0d\u6b63\u786e\u7684\u6027\u80fd\u6765\u4fee\u6539\u5176\u5fae\u89c2\u5c5e\u6027\u3002\u5c3d\u7ba1\u5df2\u8bc1\u660e\u6b64\u7c7b\u6846\u67b6\u5bf9\u4e8e\u57fa\u4e8e\u8ba1\u7b97\u673a\u7684\u5b66\u4e60\u975e\u5e38\u5f3a\u5927\uff0c\u4f46\u5982\u679c\u4e0d\u4e86\u89e3\u548c\u64cd\u7eb5\u5fae\u89c2\u7ec6\u8282\uff0c\u5c31\u65e0\u6cd5\u5c06\u5b83\u4eec\u76f4\u63a5\u5e94\u7528\u4e8e\u7269\u7406\u6750\u6599\u3002\u53d7\u795e\u7ecf\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u8fdb\u6b65\u7684\u542f\u53d1\uff0c\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86\u4e00\u4e9b\u5b66\u4e60\u89c4\u5219\uff0c\u4f7f\u5b66\u754c\u53ef\u4ee5\u901a\u8fc7\u5c55\u793a\u7269\u7406\u7f51\u7edc\u6240\u9700\u529f\u80fd\u7684\u793a\u4f8b\u6765\u201c\u6559\u201d\u7269\u7406\u7f51\u7edc\u6240\u9700\u7684\u529f\u80fd\uff0c\u800c\u5b83\u4eec\u5374\u53ef\u4ee5\u81ea\u884c\u4fee\u6539\u5176\u5fae\u89c2\u5c5e\u6027\u3002<\/span><\/p>\n


    <\/p>\n

    \u5f39\u6027\u5f39\u7c27\u7f51\u7edc\u6216\u6d41\u7f51\u7edc\u7b49\u7cfb\u7edf\u53ef\u80fd\u88ab\u8bbe\u8ba1\u4e3a\u5b9e\u73b0\u4e00\u7c7b\u7269\u7406\u4e0a\u5408\u7406\u7684\u201c\u8026\u5408\u5b66\u4e60\u89c4\u5219\u201d\u3002\u7814\u7a76\u4eba\u5458\u4ee5\u6570\u5b57\u65b9\u5f0f\u5c55\u793a\u4e86\u5982\u4f55\u901a\u8fc7\u793a\u4f8b\u6559\u6388\u6b64\u7c7b\u7f51\u7edc\u4ee5\u5b66\u4e60\u590d\u6742\u7684\u7528\u6237\u5b9a\u4e49\u51fd\u6570\uff0c\u4f8b\u5982\u624b\u5199\u6570\u5b57\u7684\u5206\u7c7b\u3002\u672c\u9879\u7814\u7a76\u8fdb\u4e00\u6b65\u8ba8\u8bba\u4e86\u5b9e\u9a8c\u5e94\u7528\u8026\u5408\u5b66\u4e60\u89c4\u5219\u7684\u5c40\u9650\u6027\uff0c\u5e76\u8003\u8651\u5982\u4f55\u514b\u670d\u5b83\u4eec\u3002<\/span><\/p>\n


    <\/p>\n

    <\/p>\n

    MNIST \u6570\u5b57\u7684\u5206\u7c7b\uff080 \u548c 1\uff09\u3002\uff08a\uff09\u5206\u7c7b\u8bef\u5dee(b) \u6d4b\u8bd5\u56fe\u50cf\u7684\u9884\u6d4b\u7cbe\u5ea6 (c),(d) \u5f53\u5448\u73b0\u5de6\u4e0a\u89d2\u7684\u56fe\u50cf\u65f6\u7f51\u7edc\u7684\u54cd\u5e94\u3002\u5728\u6bcf\u4e2a\u8fb9\u7f18\u4e0a\u8017\u6563\u7684\u529f\u7387\u7531\u8fb9\u7f18\u989c\u8272\u7684\u5f3a\u5ea6\u6307\u793a\u3002\u800c\u76ee\u6807\u8282\u70b9\u7684\u538b\u529b\u7528\u84dd\u8272\uff080\uff09\u548c\u9ed1\u8272\uff081\uff09\u5706\u5708\u6807\u8bb0\u3002\u5f53\u663e\u793a0\u56fe\u50cf\u65f6\uff0c\u76ee\u6807\u5bf9\u8c610\u7684\u538b\u529b\u8f83\u9ad8\uff08\u84dd\u8272\u5706\u5708\uff09\uff0c\u76ee\u6807\u5bf9\u8c611\u7684\u538b\u529b\u8f83\u4f4e\uff1b\u5f53\u663e\u793a 1 \u56fe\u50cf\u65f6\uff0c1 \u76ee\u6807\u8282\u70b9\u538b\u529b\u9ad8\uff08\u9ed1\u8272\u5706\u5708\uff09\uff0c0 \u76ee\u6807\u8282\u70b9\u538b\u529b\u4f4e\u3002<\/span><\/section>\n


    <\/p>\n

    \u7814\u7a76\u4eba\u5458\u7684\u8fd9\u9879\u5de5\u4f5c\u9610\u660e\u4e86\u5982\u4f55\u4f7f\u7528\u7269\u7406\u4e0a\u5408\u7406\u7684\u5b66\u4e60\u89c4\u5219\u6765\u521b\u5efa\u80fd\u591f\u81ea\u4e3b\u9002\u5e94\u5916\u90e8\u5f71\u54cd\u5e76\u83b7\u5f97\u6240\u9700\u529f\u80fd\u7684\u5b66\u4e60\u673a\u5668\u3002\u8fd9\u79cd\u673a\u5668\u672c\u8d28\u4e0a\u662f\u57fa\u672c\u7684\u5927\u8111\uff0c\u7531\u7b80\u5355\u7684\u673a\u68b0\u96f6\u4ef6\u7ec4\u6210\u3002\u5982\u679c\u4e8b\u5148\u4e0d\u77e5\u9053\u6240\u9700\u7684\u7269\u7406\u7279\u6027\u6216\u529f\u80fd\u6216\u9700\u8981\u9002\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u73af\u5883\uff0c\u5219\u53ef\u9002\u5e94\u7684\u201c\u5b66\u4e60\u673a\u201d\u9884\u8ba1\u5c06\u8868\u73b0\u4f18\u5f02\u3002<\/span><\/p>\n


    <\/p>\n

     <\/span>
    <\/p>\n

    \n
    \n
    \n
    \n

    6. \u6027\u522b\u89d2\u8272\u4ea7\u751f\u4e0d\u540c\u7684\u7ecf\u6d4e\u671f\u671b<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n


    <\/section>\n

    \n


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

    <\/p>\n

    \n
    \n
    \n

    \u671f\u520a\u6765\u6e90\uff1a<\/span>PNAS<\/span><\/em><\/p>\n

    \u8bba\u6587\u6807\u9898\uff1a<\/span><\/p>\n

    Gender roles produce divergent economic expectations<\/span><\/p>\n

    \u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n

    https:\/\/www.pnas.org\/content\/118\/21\/e2008534118<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

     <\/span><\/p>\n

    \u5bf9\u672a\u6765\u7684\u770b\u6cd5\u51b3\u5b9a\u7740\u67d0\u4e9b\u91cd\u8981\u7684\u4eba\u751f\u51b3\u5b9a\uff0c\u8b6c\u5982\u9000\u4f11\u50a8\u84c4\u548c\u4f4f\u623f\u9009\u62e9\u7b49\uff0c\u5e76\u4e14\u8fd9\u5f80\u5f80\u5728\u6027\u522b\u4e4b\u95f4\u5b58\u5728\u666e\u904d\u5dee\u5f02\u3002\u5728\u7ecf\u6d4e\u65b9\u9762\u4e00\u6837\u5982\u6b64\uff0c\u5c31\u6d88\u8d39\u4ef7\u683c\u89c2\u5ff5\u800c\u8a00\uff0c\u5973\u6027\u7684\u901a\u80c0\u9884\u671f\u666e\u904d\u5730\u9ad8\u4e8e\u7537\u6027\uff0c\u6bd4\u5982\u5728\u7ecf\u6d4e\u7406\u8bba\u4e2d\u9ad8\u901a\u80c0\u9884\u671f\u5bfc\u81f4\u4e2a\u4eba\u50a8\u84c4\u4f4e\u4e8e\u4e3a\u9000\u4f11\u63d0\u4f9b\u8d44\u91d1\u6240\u9700\u7684\u6570\u989d\uff0c\u7814\u7a76\u8005\u4eec\u628a\u8fd9\u79cd\u73b0\u8c61\u79f0\u4e3a\u201c\u6027\u522b\u671f\u671b\u5dee\u8ddd\u201d<\/span>\uff08gender expectations gap\uff09<\/span>\u3002\u6027\u522b\u671f\u671b\u5dee\u8ddd\u53ef\u80fd\u5bf9\u5987\u5973\u7684\u7ecf\u6d4e\u9009\u62e9\u548c\u957f\u671f\u8d22\u5bcc\u4ea7\u751f\u4e0d\u5229\u5f71\u54cd\uff0c\u5bf9\u672a\u6765\u9ad8\u7269\u4ef7\u7684\u9884\u671f\u4f1a\u5f15\u53d1\u8eab\u5fc3\u538b\u529b\uff0c\u4ece\u800c\u5f71\u54cd\u5973\u6027\u7684\u5e78\u798f\u611f\u3002\u5728\u793e\u4f1a\u5c42\u9762\uff0c\u6027\u522b\u9884\u671f\u5dee\u8ddd\u751a\u81f3\u53ef\u80fd\u59a8\u788d\u7ecf\u6d4e\u653f\u7b56\u5728\u5371\u673a\u65f6\u671f\u7684\u6709\u6548\u6027\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u660e\u663e\u7684\u6027\u522b\u9884\u671f\u5dee\u8ddd\u7684\u6839\u6e90\u4ecd\u4e0d\u6e05\u695a\u3002<\/span><\/p>\n

     <\/span><\/p>\n

    5\u670825\u65e5\uff0cPNAS <\/em>\u4e0a\u7684\u4e00\u9879\u7814\u7a76\u8ba4\u4e3a\uff0c\u4f20\u7edf\u7684\u6027\u522b\u89d2\u8272\u662f\u4ea7\u751f\u8fd9\u79cd\u6027\u522b\u671f\u671b\u5dee\u8ddd\u7684\u4e00\u4e2a\u91cd\u8981\u56e0\u7d20\u3002\u6027\u522b\u89d2\u8272\u4fc3\u4f7f\u5973\u6027\u548c\u7537\u6027\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u8fdb\u884c\u4e0d\u540c\u7684\u4e8b\u52a1\uff0c\u4f53\u9a8c\u4e0d\u540c\u7684\u73af\u5883\uff0c\u8fd9\u5bfc\u81f4\u4e24\u6027\u63a5\u89e6\u5230\u4e0d\u540c\u7684\u7ecf\u6d4e\u4fe1\u53f7\uff0c\u4ece\u800c\u5bfc\u81f4\u4e0d\u540c\u7684\u8ba4\u77e5\u548c\u671f\u671b\u3002\u901a\u8fc7\u5bf9\u7537\u6027\u548c\u5973\u6027\u53c2\u4e0e\u5bb6\u52a1\u6742\u52a1\u7684\u6570\u636e\u3001\u4ed6\u4eec\u5bf9\u4ef7\u683c\u7684\u611f\u77e5\u7a0b\u5ea6\uff0c\u7ed3\u5408\u4ed6\u4eec\u7684\u901a\u80c0\u9884\u671f\uff0c\u8be5\u7814\u7a76\u8bc1\u660e\u4e86\u6027\u522b\u9884\u671f\u5dee\u8ddd\u548c\u8d2d\u4e70\u6742\u8d27\u804c\u8d23\u7684\u5bb6\u52a1\u5206\u914d\u4e4b\u95f4\u7684\u7d27\u5bc6\u8054\u7cfb\u3002\u56e0\u4e3a\u4e3a\u5bb6\u5ead\u8d2d\u4e70\u5927\u90e8\u5206\u98df\u54c1\u6742\u8d27\uff0c\u5973\u6027\u89c2\u5bdf\u5230\u7684\u4ef7\u683c\u4fe1\u53f7\u4e0e\u7537\u6027\u4e0d\u540c\u3002\u53e6\u5916\uff0c\u7531\u4e8e\u98df\u54c1\u6742\u8d27\u4ef7\u683c\u6ce2\u52a8\u5267\u70c8\uff0c\u4f46\u6b63\u5411\u7684\u4ef7\u683c\u53d8\u5316\u5c24\u5176\u4ee4\u4eba\u96be\u5fd8\uff0c\u8fd9\u4e5f\u5bfc\u81f4\u5973\u6027\u6700\u7ec8\u9884\u671f\u7684\u901a\u8d27\u81a8\u80c0\u7387\u4f1a\u666e\u904d\u9ad8\u4e8e\u7537\u6027\u3002\u5982\u679c\u5bb6\u52a1\u5728\u5bb6\u5ead\u4e2d\u5e73\u5747\u5206\u914d\uff0c\u6027\u522b\u671f\u671b\u5dee\u8ddd\u5c31\u4f1a\u6d88\u5931\u3002<\/span><\/p>\n


    <\/p>\n

    <\/p>\n

    \u4e0a\u56fe\u8868\u793a\u5bb6\u5ead\u5185\u90e8\u7684\u6027\u522b\u671f\u671b\u5dee\u8ddd\u3002\u5de6\u8fb9\u7684\u6761\u5f62\u56fe\u663e\u793a\u4e86\u8c03\u67e5\u8303\u56f4\u5185\u6240\u6709\u5bb6\u5ead\u4e2d\u5973\u6027\u548c\u7537\u6027\u7684\u901a\u80c0\u9884\u671f\u7684\u5e73\u5747\u5dee\u5f02\uff0c\u53f3\u8fb9\u4e24\u7ec4\u6761\u5f62\u56fe\u5206\u522b\u5bf9\u5e94\u5bb6\u5ead\u4e2d\u7537\u6027\u662f\u5426\u53c2\u52a0\u6742\u8d27\u5e97\u8d2d\u7269\u6d3b\u52a8\u3002<\/span><\/section>\n


    <\/p>\n


    <\/p>\n

    \n
    \n
    \n
    \n

    7. \u7f51\u7edc\u9694\u79bb\u5668<\/strong><\/p>\n

    \u6291\u5236\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u6545\u969c\u6269\u6563<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n


    <\/section>\n

    \n


    <\/p>\n

    <\/p>\n

    \n
    \n
    \n

    \u671f\u520a\u6765\u6e90\uff1a<\/span>Nature Communications<\/span><\/em><\/p>\n

    \u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n

    Network isolators inhibit failure spreading in complex networks\u3001<\/span><\/p>\n

    \u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n

    https:\/\/www.nature.com\/articles\/s41467-021-23292-9<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

     <\/span><\/p>\n<\/section>\n

    \u5728\u6211\u4eec\u7684\u751f\u6d3b\u4e2d\uff0c\u7f51\u7edc\u65e0\u5904\u4e0d\u5728\u3002\u4ece\u793e\u4ea4\u7f51\u7edc\u5230\u91d1\u878d\u501f\u8d37\uff0c\u4ece\u4ea4\u901a\u8def\u7f51\u5230\u8f93\u7535\u7f51\u7edc\uff0c\u90fd\u4f1a\u5e38\u5e38\u51fa\u73b0\u590d\u6742\u7f51\u7edc\u7684\u8eab\u5f71\u3002\u7136\u800c\u5982\u679c\u5728\u5e02\u653f\u7684\u57fa\u7840\u8bbe\u65bd\u4e2d\u51fa\u73b0\u7f51\u7edc\u7ea7\u8054\u5931\u6548\u73b0\u8c61\uff0c\u5219\u53ef\u80fd\u4f1a\u9020\u6210\u6781\u4e3a\u4e25\u91cd\u7684\u5f71\u54cd\u3002\u6765\u81ea\u5f97\u5fb7\u56fd\u4e8e\u5229\u5e0c\u7814\u7a76\u4e2d\u5fc3\u7684 Franz Kaiser\u3001 Dirk Witthaut \u548c\u6765\u81ea\u82f1\u56fd\u4f26\u6566\u739b\u4e3d\u5973\u738b\u5927\u5b66\u6570\u5b66\u79d1\u5b66\u5b66\u9662\u7684 Vito Latora \u5c31\u5bf9\u8fd9\u4e00\u95ee\u9898\u7ed9\u51fa\u4e86\u4ed6\u4eec\u7684\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u4e00\u7814\u7a76\u6210\u679c\u4e8e 2021 \u5e74 5 \u6708 25 \u65e5\u53d1\u8868\u5728\u4e86 Nature Communications <\/em>\u7f51\u7ad9\u4e0a\u3002<\/span><\/p>\n


    <\/p>\n

    \u7c7b\u4f3c\u4e8e\u68ee\u6797\u4e2d\u7684\u9632\u706b\u5e26\uff0c\u964d\u4f4e\u7f51\u7edc\u7684\u8fde\u901a\u6027\u4e5f\u53ef\u4ee5\u963b\u6b62\u7f51\u7edc\u7ea7\u8054\u7684\u89c4\u6a21\u3002\u6839\u636e\u8fd9\u4e00\u601d\u8def\uff0c\u7814\u7a76\u8005\u8bc1\u660e\u4e86\u7f51\u7edc\u4e2d\u5b58\u5728\u6ee1\u8db3\u8fd9\u7c7b\u529f\u80fd\u7684\u5b50\u56fe\uff0c\u5e76\u5c06\u5176\u79f0\u4e4b\u4e3a\u7f51\u7edc\u9694\u79bb\u5668<\/span>\uff08network isolators\uff09<\/span>\u3002\u8be5\u7814\u7a76\u4e5f\u5c55\u793a\u4e86\u521b\u5efa\u7f51\u7edc\u9694\u79bb\u5668\u7684\u65b9\u6cd5\u3002\u6bd4\u5982\u5207\u5206\u9876\u70b9\u4e0e\u8fde\u8fb9\u3001\u6dfb\u52a0\u6216\u5220\u9664\u8fde\u8fb9\u3002\u7814\u7a76\u8868\u793a\uff0c\u901a\u8fc7\u589e\u52a0\u6307\u5b9a\u94fe\u63a5\u800c\u975e\u662f\u5220\u9664\u94fe\u63a5\u53ef\u4ee5\u66f4\u597d\u5730\u904f\u5236\u6545\u969c\u7684\u4f20\u64ad\uff0c\u8fd9\u5bf9\u4e8e\u6784\u5efa\u66f4\u9c81\u68d2\u7684\u7f51\u7edc\u6216\u6539\u5584\u73b0\u6709\u7684\u7f51\u7edc\u975e\u5e38\u6709\u7528\u3002\u540c\u65f6\uff0c\u8be5\u7814\u7a76\u4e25\u683c\u5730\u8bc1\u660e\u4e86\u7f51\u7edc\u9694\u79bb\u5668\u7684\u5b58\u5728\uff0c\u4ee5\u7528\u6765\u5b8c\u5168\u6291\u5236\u4efb\u4f55\u6545\u969c\u6269\u6563\u3002\u5e76\u4e14\u5728\u4f9b\u7535\u7f51\u7edc\u4e2d\u5f97\u5230\u4e86\u6709\u6548\u8bc1\u660e\uff0c\u6dfb\u52a0\u6307\u5b9a\u94fe\u63a5\u53ef\u4ee5\u9632\u6b62\u5927\u89c4\u6a21\u505c\u7535\u3002<\/span><\/p>\n


    <\/p>\n

    <\/p>\n

    \u5728\u5b9e\u9645\u7535\u7f51\u4e2d\u6784\u5efa\u7edd\u7f18\u5668\u7684\u4e0d\u540c\u65b9\u6cd5\uff0c\u4ee5\u53ca\u7edd\u7f18\u5668\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u7535\u7f51\u6d41\u91cf\u53d8\u52a8\u7684\u5f71\u54cd\u3002\u0394F=0\u4e3a\u6d45\u7070\u8272\uff0c\u7f51\u7edc\u4e2d\u7684\u4e00\u90e8\u5206\u88ab\u7edd\u7f18\u5668\u5c4f\u853d\u3002<\/span><\/section>\n


    <\/p>\n


    <\/p>\n

    \n
    \n
    \n
    \n

    <\/section>\n

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

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

    \n

    <\/section>\n

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

    <\/section>\n
    \n
    Complex World, Simple Rules.<\/span><\/section>\n
    \u590d\u6742\u4e16\u754c\uff0c\u7b80\u5355\u89c4\u5219\u3002<\/section>\n<\/blockquote>\n
    \u590d\u6742\u6027\u79d1\u5b66<\/span>\uff08Complexity Science\uff09<\/span>\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<\/span><\/section>\n
     <\/span><\/section>\n
    \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<\/span><\/section>\n
     <\/span><\/section>\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\u7684\u6700\u65b0\u9876\u520a\u8bba\u6587\u3002<\/span><\/strong><\/section>\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

    <\/span><\/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\u6027\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

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

      • \n

        Physics 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
        \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

          \u7f51\u7edc\u79d1\u5b66\u5404\u4e2a\u5206\u652f\u53ca\u4ea4\u53c9\u5e94\u7528<\/p>\n<\/li>\n

        • \n

          \u56fe\u6570\u636e\u4e0e\u56fe\u795e\u7ecf\u7f51\u7edc<\/p>\n<\/li>\n

        • \n

          \u8ba1\u7b97\u673a\u5efa\u6a21\u4e0e\u4eff\u771f<\/p>\n<\/li>\n

        • \n

          \u7edf\u8ba1\u7269\u7406\u4e0e\u590d\u6742\u7cfb\u7edf\u7406\u8bba<\/p>\n<\/li>\n

        • \n

          \u751f\u6001\u7cfb\u7edf\u3001\u8fdb\u5316\u3001\u751f\u7269\u7269\u7406\u7b49<\/p>\n<\/li>\n

        • \n

          \u7cfb\u7edf\u751f\u7269\u5b66\u4e0e\u5408\u6210\u751f\u7269\u5b66<\/p>\n<\/li>\n

        • \n

          \u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u4e0e\u8ba4\u77e5\u795e\u7ecf\u79d1\u5b66<\/p>\n<\/li>\n

        • \n

          \u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u4e0e\u793e\u4f1a\u7ecf\u6d4e\u590d\u6742\u7cfb\u7edf<\/p>\n<\/li>\n

        • \n

          \u57ce\u5e02\u79d1\u5b66<\/p>\n<\/li>\n

        • \n

          \u79d1\u5b66\u5b66<\/p>\n<\/li>\n

        • \n

          \u8ba1\u7b97\u6d41\u884c\u75c5\u5b66<\/p>\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\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<\/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<\/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":26650,"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\/26667"}],"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=26667"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/26667\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/26650"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=26667"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=26667"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=26667"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=26667"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}