{"id":39011,"date":"2022-12-12T21:00:04","date_gmt":"2022-12-12T13:00:04","guid":{"rendered":"https:\/\/swarma.org\/?p=39011"},"modified":"2022-12-12T21:00:04","modified_gmt":"2022-12-12T13:00:04","slug":"%e5%a4%9a%e4%bd%93%e9%87%8f%e5%ad%90%e6%b7%b7%e6%b2%8c%e5%92%8c%e6%97%b6%e7%a9%ba%e5%b9%b3%e7%a7%bb%e4%b8%8d%e5%8f%98%e6%80%a7-%e5%a4%8d%e6%9d%82%e6%80%a7%e7%a7%91%e5%ad%a6%e9%a1%b6%e5%88%8a","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=39011","title":{"rendered":"\u591a\u4f53\u91cf\u5b50\u6df7\u6c8c\u548c\u65f6\u7a7a\u5e73\u79fb\u4e0d\u53d8\u6027 | \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\u6211\u7684\u96c6\u667a\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\u6211\u7684\u96c6\u667a\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\u5e7412\u67085\u65e5-12\u670811\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. <\/span><\/strong>\u591a\u4f53\u91cf\u5b50\u6df7\u6c8c\u548c\u65f6\u7a7a\u5e73\u79fb\u4e0d\u53d8\u6027<\/span><\/strong><\/section>\n

2. \u4ece\u4e00\u4e9b\u53ef\u89c1\u7684\u8f6c\u53d8\u7edf\u8ba1\u4e2d\u5b66\u5230\u4ec0\u4e48\uff1f<\/span><\/strong><\/p>\n

3. \u6570\u636e\u9a71\u52a8\u65b9\u6cd5\u4ece\u7a00\u7f3a\u6d4b\u91cf\u6570\u636e\u4e2d\u53d1\u73b0\u65e0\u91cf\u7eb2\u6570\u548c\u63a7\u5236\u89c4\u5f8b<\/span><\/strong><\/p>\n

4. \u6570\u636e\u9a71\u52a8\u7684\u5185\u5728\u52a8\u529b\u5b66\u7684\u53d1\u73b0<\/span><\/strong><\/p>\n

5. AlphaCode\uff1a\u6570\u636e\u9a71\u52a8\u7f16\u7a0b<\/span><\/strong><\/p>\n

6. \u5916\u4ea4\u68cb\u76d8\u6e38\u620f\u7684\u4eba\u5de5\u667a\u80fd\u65b9\u6cd5\u4e2d\u7684\u8c08\u5224\u548c\u8bda\u4fe1\u95ee\u9898<\/span><\/strong><\/p>\n

7. \u589e\u91cf\u5b66\u4e60\u7684\u4e09\u79cd\u7c7b\u578b<\/span><\/strong><\/p>\n

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1. \u591a\u4f53\u91cf\u5b50\u6df7\u6c8c\u548c\u65f6\u7a7a\u5e73\u79fb\u4e0d\u53d8\u6027<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aMany-body quantum chaos and space-time translational invariance<\/span><\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-022-34318-1<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u8fd9\u9879\u5de5\u4f5c\u7814\u7a76\u4e86\u591a\u4f53\u91cf\u5b50\u6df7\u6c8c\u7cfb\u7edf\u4e2d\u5177\u6709\u7a7a\u95f4\u548c\u65f6\u95f4\u5e73\u79fb\u4e0d\u53d8\u6027\u7684\u540e\u679c\u3002\u6211\u4eec\u8ba4\u4e3a\u968f\u673a\u91cf\u5b50\u7535\u8def\u7684\u96c6\u5408\u662f\u5e73\u79fb\u4e0d\u53d8\u7684\u591a\u4f53\u91cf\u5b50\u6df7\u6c8c\u7cfb\u7edf\u7684\u6700\u5c0f\u6a21\u578b\u3002\u6211\u4eec\u5c06\u8c31\u5f62\u56e0\u5b50\u8bc4\u4f30\u4e3a\u5927\u7684\u5c40\u90e8\u5e0c\u5c14\u4f2f\u7279\u7a7a\u95f4\u7ef4\u5ea6 q <\/em>\u6781\u9650\u4e0b\u7684\u591a\u4f53\u8d39\u66fc\u56fe\u4e4b\u548c\u3002\u5728\u8db3\u591f\u5927\u7684 t <\/em>\u4e0b\uff0c\u5bf9\u5e94\u4e8e\u521a\u6027\u53d8\u6362\u7684\u56fe\u5360\u4e3b\u5bfc\u5730\u4f4d\uff0c\u518d\u73b0\u4e86\u968f\u673a\u77e9\u9635\u7406\u8bba<\/span>\uff08RMT\uff09<\/span>\u884c\u4e3a\u3002\u5728\u6709\u9650\u7684 t <\/em>\u4e0b\uff0c\u6211\u4eec\u8868\u660e\uff0c\u5e73\u79fb\u4e0d\u53d8\u6027\u901a\u8fc7\u4e24\u4e2a\u65b0\u7684\u8d39\u66fc\u56fe\u5f15\u5165\u4e86\u989d\u5916\u7684\u673a\u5236\uff0c\u4ece\u800c\u5ef6\u8fdf\u4e86 RMT \u7684\u51fa\u73b0\u3002<\/span><\/section>\n

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\u6211\u4eec\u7684\u5206\u6790\u8868\u660e\uff0c\u5728 t<\/em> \u548c L <\/em>\u90fd\u5f88\u5927\uff0c\u800c L<\/em> \u548c L<\/em>Th<\/sub>(t)\uff0c\u5373\u591a\u4f53\u7684 Thouless \u957f\u5ea6\u4e4b\u95f4\u7684\u6bd4\u7387\u56fa\u5b9a\u7684\u60c5\u51b5\u4e0b\uff0c\u5b58\u5728\u7cbe\u786e\u7684\u6807\u5ea6\u5f62\u5f0f\uff0c\u63cf\u8ff0\u4e86\u5728\u6807\u5ea6\u6781\u9650\u4e2d\u5bf9 RMT \u884c\u4e3a\u7684\u63a5\u8fd1\u3002\u6211\u4eec\u901a\u8fc7\u5bf9\u4e24\u4e2a\u4e0d\u540c\u7535\u8def\u6a21\u578b\u7684\u6a21\u62df\uff0c\u8bc1\u660e\u4e86\u6240\u5f97\u5230\u7684\u6807\u5ea6\u51fd\u6570\u5728\u6807\u5ea6\u6781\u9650\u662f\u901a\u7528\u7684\u3002<\/span><\/section>\n

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\u56fe\uff1a\u968f\u673a\u76f8\u4f4d\u6a21\u578b\u7684\u4e0d\u540c\u7c7b\u578b\u7684 RUC \u56fe\u793a\u3002\uff08a\uff09\u65f6\u95f4\u548c\u7a7a\u95f4\u968f\u673a\u76f8\u6a21\u578b\uff08random phase model, RPM\uff09\uff1b\uff08b\uff09Floquet\uff08\u548c\u7a7a\u95f4\u968f\u673a\uff09RPM\uff1b\uff08c\uff09TI\uff08\u548c\u65f6\u95f4\u968f\u673a\uff09RPM\uff1b\uff08d\uff09TI Floquet RPM\u3002\u5bf9\u4e8e\u6bcf\u79cd\u60c5\u51b5\uff0c\u76f8\u540c\u989c\u8272\u7684\u95e8\u662f\u76f8\u540c\u7684\u3002<\/span><\/p>\n


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2. \u4ece\u4e00\u4e9b\u53ef\u89c1\u7684\u8f6c\u53d8\u7edf\u8ba1\u4e2d<\/strong><\/p>\n

\u5b66\u5230\u4ec0\u4e48\uff1f<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aWhat to Learn from a Few Visible Transitions\u2019 Statistics?<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPhysical Review X<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/journals.aps.org\/prx\/abstract\/10.1103\/PhysRevX.12.041026<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u89e3\u91ca\u4ece\u53d7\u566a\u58f0\u5f71\u54cd\u7684\u7cfb\u7edf\u4e2d\u6536\u96c6\u5230\u7684\u90e8\u5206\u4fe1\u606f\u662f\u8de8\u79d1\u5b66\u5b66\u79d1\u7684\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u3002\u7406\u8bba\u6846\u67b6\u901a\u5e38\u5173\u6ce8\u7269\u7406\u7cfb\u7edf\u5185\u90e8\u72b6\u6001\u7684\u7c97\u7c92\u5316\u4ea7\u751f\u7684\u53d8\u91cf\u7684\u52a8\u529b\u5b66\u3002\u7136\u800c\uff0c\u5927\u591a\u6570\u5b9e\u9a8c\u88c5\u7f6e\u53ea\u80fd\u68c0\u6d4b\u5230\u90e8\u5206\u8f6c\u53d8\uff0c\u800c\u7269\u7406\u7cfb\u7edf\u7684\u5185\u90e8\u72b6\u6001\u662f\u6a21\u7cca\u6216\u65e0\u6cd5\u83b7\u5f97\u7684\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u8003\u8651\u4e00\u4e2a\u89c2\u5bdf\u8005\uff0c\u5728\u5047\u8bbe\u5176\u5e95\u5c42\u52a8\u529b\u5b66\u662f\u9a6c\u5c14\u79d1\u592b\u7684\u60c5\u51b5\u4e0b\uff0c\u8bb0\u5f55\u4e00\u4e2a\u7cfb\u7edf\u8fdb\u884c\u7684\u4e00\u4e2a\u6216\u51e0\u4e2a\u8f6c\u53d8\u7684\u53d1\u751f\u65f6\u95f4\u5e8f\u5217\u3002\u6211\u4eec\u63d0\u51fa\u7684\u95ee\u9898\u662f\uff0c\u5982\u4f55\u5229\u7528\u8f6c\u53d8\u7684\u4fe1\u606f\u6765\u63a8\u65ad\u52a8\u529b\u5b66\u3001\u70ed\u529b\u5b66\u548c\u751f\u7269\u5316\u5b66\u7279\u6027\u3002<\/span><\/section>\n

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\u9996\u5148\uff0c\u901a\u8fc7\u9610\u8ff0\u7b2c\u4e00\u901a\u9053\u65f6\u95f4\u6280\u672f\uff0c\u6211\u4eec\u63a8\u5bfc\u51fa\u8fde\u7eed\u8f6c\u53d8\u7684\u6982\u7387\u548c\u8f6c\u53d8\u4e4b\u95f4\u7ecf\u5386\u7684\u65f6\u95f4\u7684\u89e3\u6790\u8868\u8fbe\u5f0f\uff0c\u6211\u4eec\u79f0\u4e4b\u4e3a\u8f6c\u53d8\u95f4\u65f6\u95f4\u3002\u7b2c\u4e8c\uff0c\u6211\u4eec\u63a8\u5bfc\u51fa\u71b5\u4ea7\u751f\u7387\u7684\u4e0b\u9650\uff0c\u5b83\u7b49\u4e8e\u4e24\u4e2a\u975e\u8d1f\u8d21\u732e\u7684\u603b\u548c\uff0c\u4e00\u4e2a\u662f\u7531\u4e8e\u8f6c\u53d8\u7684\u7edf\u8ba1\uff0c\u53e6\u4e00\u4e2a\u662f\u7531\u4e8e\u8f6c\u53d8\u95f4\u65f6\u95f4\u7684\u7edf\u8ba1\u3002\u6211\u4eec\u8fd8\u8868\u660e\uff0c\u5f53\u53ea\u6d4b\u91cf\u4e00\u4e2a\u7535\u6d41\u65f6\uff0c\u5373\u4f7f\u5728\u8f6c\u53d8\u65f6\u95f4\u5e8f\u5217\u4e2d\u6ca1\u6709\u51c0\u7535\u6d41\uff0c\u6211\u4eec\u7684\u4f30\u8ba1\u4ecd\u7136\u53ef\u4ee5\u68c0\u6d4b\u5230\u4e0d\u53ef\u9006\u6027\u3002\u7b2c\u4e09\uff0c\u6211\u4eec\u7528\u6570\u5b57\u6a21\u62df\u6765\u9a8c\u8bc1\u6211\u4eec\u7684\u7ed3\u679c\uff0c\u4f7f\u7528\u71b5\u4ea7\u751f\u7684\u65e0\u504f\u4f30\u8ba1\uff0c\u6211\u4eec\u628a\u5b83\u4f5c\u4e3a\u4e00\u4e2a\u5f00\u6e90\u7684\u5de5\u5177\u7bb1\u3002<\/span><\/section>\n

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\u6211\u4eec\u5728\u5b9e\u9a8c\u9a8c\u8bc1\u7684\u9a71\u52a8\u86cb\u767d\u548c dynein \u5206\u5b50\u9a6c\u8fbe\u7684\u751f\u7269\u7269\u7406\u6a21\u578b\uff0c\u4ee5\u53ca\u6a21\u677f\u5bfc\u5411\u805a\u5408\u7684\u6700\u5c0f\u6a21\u578b\u4e2d\u8bf4\u660e\u4e86\u6240\u5f00\u53d1\u7684\u6846\u67b6\u3002\u6211\u4eec\u7684\u6570\u503c\u7ed3\u679c\u663e\u793a\uff0c\u867d\u7136\u71b5\u4ea7\u751f\u5305\u542b\u5728\u540c\u4e00\u7c7b\u578b\u7684\u4e24\u4e2a\u8fde\u7eed\u8f6c\u53d8<\/span>\uff08\u5373\u91cd\u590d\u8f6c\u53d8\uff09<\/span>\u7684\u7edf\u8ba1\u4e2d\uff0c\u4f46\u4e24\u4e2a\u4e0d\u540c\u7684\u8fde\u7eed\u8f6c\u53d8<\/span>\uff08\u5373\u4ea4\u66ff\u8f6c\u53d8\uff09<\/span>\u7684\u7edf\u8ba1\u53ef\u4ee5\u63a2\u6d4b\u5206\u5b50\u9a6c\u8fbe\u8fd0\u52a8\u4e2d\u6f5c\u5728\u65e0\u5e8f\u7684\u5b58\u5728\u3002\u7efc\u4e0a\u6240\u8ff0\uff0c\u6211\u4eec\u7684\u7ed3\u679c\u5f3a\u8c03\u4e86\u6765\u81ea\u4e8e\u70ed\u529b\u5b66\u91cf\u5230\u9a6c\u5c14\u79d1\u592b\u8fc7\u7a0b\u7684\u7f51\u7edc\u62d3\u6251\u5b66\u7279\u6027\u7684\u8f6c\u53d8\u7edf\u8ba1\u7684\u63a8\u65ad\u529b\u91cf\u3002<\/span><\/section>\n

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\u56fe\uff1a\u53ea\u80fd\u68c0\u6d4b\u5c11\u6570\u53ef\u89c1\u8f6c\u53d8\u7684\u8bbe\u5907\u83b7\u53d6\u7684\u90e8\u5206\u4fe1\u606f\u7684\u63d2\u56fe\u3002\uff08a\uff09\u6211\u4eec\u6846\u67b6\u7684\u8bbe\u7f6e\uff0c\u9488\u5bf9\u53ea\u6709\u4e00\u4e2a\u53ef\u89c1\u8f6c\u53d8\u7684\u60c5\u51b5\u3002\u7269\u7406\u7cfb\u7edf\u5728\u72b6\u6001\u7f51\u7edc\uff08\u5706\u5708\uff09\u4e2d\u6267\u884c\u9a6c\u5c14\u53ef\u592b\u8df3\u8dc3\u8fc7\u7a0b\uff0c\u6240\u6709\u8fd9\u4e9b\u72b6\u6001\u5bf9\u5916\u90e8\u89c2\u5bdf\u8005\u90fd\u662f\u9690\u85cf\u7684\u3002\u89c2\u5bdf\u8005\u53ea\u80fd\u770b\u5230\u51e0\u4e2a\u53ef\u89c1\u8f6c\u53d8\u7684\u53d1\u751f\uff0c\u800c\u5176\u4f59\u7684\u8f6c\u53d8\u5728\u6570\u636e\u91c7\u96c6\u671f\u95f4\u4fdd\u6301\u9690\u85cf\uff08\u9ed1\u8272\u9634\u5f71\u533a\u57df\uff09\u3002\uff08b,c\uff09\u6211\u4eec\u7684\u7406\u8bba\u63cf\u8ff0\u7684\u6a21\u578b\u793a\u4f8b\uff1a\uff08b\uff09\u5149\u5b50\u53d1\u5c04\u6216\u5438\u6536 \u03b3 \u548c\u5316\u5b66\u7269\u79cd X \u7684\u5408\u6210\u6216\u6d88\u8017\u662f\u4e00\u4e9b\u8f6c\u53d8\u53d1\u751f\u7684\u4fe1\u53f7\uff0c\u4ee5\u53ca\uff08c\uff09\u5206\u5b50\u9a6c\u8fbe\u6cbf\u7740\u8f68\u9053\u6267\u884c\u6b65\u9aa4\u548c\u4e0e\u6cbf\u7740\u8f68\u9053\u7684\u7a7a\u95f4\u8fd0\u52a8\u76f8\u5173\u7684\u8f6c\u53d8\uff0c\u901a\u8fc7\u76d1\u6d4b\u7269\u4f53\uff08\u6a59\u8272\u7403\u4f53\uff09\u7684\u4f4d\u7f6e\uff0c\u5316\u5b66\u71c3\u6599\u6d88\u8017\uff08ATP\u6c34\u89e3\uff09\u7ecf\u5e38\u4fdd\u6301\u9690\u85cf\u72b6\u6001\uff08\u7070\u6846\uff09\u3002<\/span><\/p>\n


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3. \u6570\u636e\u9a71\u52a8\u65b9\u6cd5\u4ece\u7a00\u7f3a\u7684<\/strong><\/p>\n

\u6d4b\u91cf\u6570\u636e\u4e2d\u53d1\u73b0\u65e0\u91cf\u7eb2\u6570\u548c\u63a7\u5236\u89c4\u5f8b<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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<\/section>\n
\n
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\u8bba\u6587\u9898\u76ee\uff1aData-driven discovery of dimensionless numbers and governing laws from scarce measurements<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-022-35084-w<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

<\/section>\n
\u65e0\u91cf\u7eb2\u6570\u548c\u6807\u5ea6\u5f8b\u63d0\u4f9b\u4e86\u5bf9\u7269\u7406\u7cfb\u7edf\u6027\u8d28\u7684\u6df1\u523b\u89c1\u89e3\u3002\u5bf9\u4e8e\u63a7\u5236\u65b9\u7a0b\u4e0d\u5b8c\u6574\u7684\u9ad8\u5ea6\u591a\u53d8\u91cf\u7cfb\u7edf\uff0c\u7ecf\u5178\u7684\u91cf\u7eb2\u5206\u6790\u548c\u76f8\u4f3c\u7406\u8bba<\/span>\uff08similitude theory\uff09<\/span>\u65e0\u6cd5\u8bc6\u522b\u4e00\u7ec4\u552f\u4e00\u7684\u65e0\u91cf\u7eb2\u6570\u3002\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u673a\u68b0\u6570\u636e\u9a71\u52a8\u7684\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u5c06\u91cf\u7eb2\u4e0d\u53d8\u6027\u539f\u7406\u5d4c\u5165\u5230\u4e24\u7ea7\u673a\u5668\u5b66\u4e60\u65b9\u6848\u4e2d\uff0c\u4ece\u7a00\u7f3a\u7684\u6d4b\u91cf\u6570\u636e\u4e2d\u81ea\u52a8\u53d1\u73b0\u4e3b\u8981\u7684\u65e0\u91cf\u7eb2\u6570\u548c\u63a7\u5236\u89c4\u5f8b<\/span>\uff08\u5305\u62ec\u6807\u5ea6\u5f8b\u548c\u5fae\u5206\u65b9\u7a0b\uff09<\/span>\u3002\u8fd9\u79cd\u88ab\u79f0\u4e3a\u65e0\u91cf\u7eb2\u5b66\u4e60<\/span>\uff08dimensionless learning\uff09<\/span>\u7684\u65b9\u6cd5\u662f\u4e00\u79cd\u57fa\u4e8e\u7269\u7406\u5b66\u7684\u964d\u7ef4\u5b66\u4e60\u6280\u672f\u3002\u5b83\u53ef\u4ee5\u5c06\u9ad8\u7ef4\u53c2\u6570\u7a7a\u95f4\u7b80\u5316\u4e3a\u5c11\u91cf\u7269\u7406\u4e0a\u53ef\u89e3\u91ca\u7684\u65e0\u91cf\u7eb2\u53c2\u6570\uff0c\u5927\u5927\u7b80\u5316\u4e86\u590d\u6742\u8fc7\u7a0b\u8bbe\u8ba1\u548c\u7cfb\u7edf\u4f18\u5316\u3002<\/span><\/section>\n

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\u6211\u4eec\u4ece\u6587\u732e\u4e2d\u6536\u96c6\u4e86\u5e26\u566a\u58f0\u7684\u5b9e\u9a8c\u6d4b\u91cf\u6570\u636e<\/span>\uff08\u800c\u4e0d\u662f\u5408\u6210\u6570\u636e\uff09<\/span>\uff0c\u901a\u8fc7\u89e3\u51b3\u51e0\u4e2a\u5177\u6709\u6311\u6218\u6027\u7684\u5de5\u7a0b\u95ee\u9898\u6f14\u793a\u4e86\u8be5\u7b97\u6cd5\u3002\u5176\u4e2d\u7684\u5de5\u7a0b\u95ee\u9898\u5305\u62ec\u6e4d\u6d41\u745e\u5229-\u8d1d\u7eb3\u5fb7\u5bf9\u6d41\uff0c\u6fc0\u5149\u7194\u5316\u91d1\u5c5e\u4e2d\u7684\u84b8\u6c7d\u538b\u7f29\u52a8\u529b\u5b66\uff0c\u4ee5\u53ca3D\u6253\u5370\u4e2d\u7684\u591a\u5b54\u5f62\u6210\u3002\u6700\u540e\uff0c\u6211\u4eec\u8bc1\u660e\u4e86\u8be5\u65b9\u6cd5\u53ef\u4ee5\u5229\u7528\u7a00\u758f\u4fc3\u8fdb\u6280\u672f<\/span>\uff08sparsity-promoting techniques\uff09<\/span>\u8bc6\u522b\u5177\u6709\u65e0\u91cf\u7eb2\u6570\u7684\u591a\u7ef4\u9f50\u6b21\u5fae\u5206\u65b9\u7a0b\u3002<\/span><\/section>\n

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\u56fe\uff1a\u6240\u63d0\u51fa\u7684\u65e0\u91cf\u7eb2\u5b66\u4e60\u5728\u6e4d\u6d41\u745e\u5229-\u8d1d\u7eb3\u5fb7\u5bf9\u6d41\u4e2d\u5f97\u5230\u4e86\u8bc1\u660e\u3002\uff08a\uff09\u5177\u6709\u76f8\u5173\u7269\u7406\u91cf\u7684\u745e\u5229-\u8d1d\u7eb3\u5fb7\u5bf9\u6d41\u793a\u610f\u56fe\uff0c\uff08b\uff09\u6536\u96c6\u7684\u5b9e\u9a8c\u6d4b\u91cf\u503c\u3002\uff08c\uff09\u6784\u9020\u8f93\u5165\u53d8\u91cf\u7684\u7ef4\u6570\u77e9\u9635 D\u3002\uff08d\uff09\u4e8c\u7ea7\u4f18\u5316\u65b9\u6848\u7684\u7b2c\u4e00\u7ea7\uff0c\u7528\u4e8e\u8bad\u7ec3\u5173\u4e8e\u8ba1\u7b97\u7684\u57fa\u5411\u91cf\u7684\u7cfb\u6570 \u03b3\u3002\uff08e\uff09\u8868\u793a\u5b66\u4e60\u4e2d\u4f18\u5316\u672a\u77e5\u7cfb\u6570\u03b2\u7684\u4e8c\u7ea7\u4f18\u5316\u65b9\u6848\u7684\u7b2c\u4e8c\u7ea7\u3002f \u7528 R2<\/sup> \u7684\u5ea6\u91cf\u63a2\u7d22\u65e0\u91cf\u7eb2\u7a7a\u95f4\u3002R2<\/sup> \u6700\u5927\u7684\u4f4d\u7f6e\u6807\u6709\u9ec4\u8272\u661f\u53f7\uff0c\u5bf9\u5e94\u4e8e\u7ecf\u5178\u745e\u5229\u6570\uff0c\uff08g\uff09\u786e\u5b9a\u4e86 Nu \u548c Ra \u4e4b\u95f4\u7684\u4e00\u7ef4\u6bd4\u4f8b\u5b9a\u5f8b\u3002\uff08h\uff09\u53d1\u73b0\u4e86\u4e24\u4e2a\u5df2\u8bc6\u522b\u7684\u65e0\u91cf\u7eb2\u6570\u4e4b\u95f4\u7684\u7ebf\u6027\u6bd4\u4f8b\u5b9a\u5f8b\u3002<\/span><\/p>\n


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4. \u6570\u636e\u9a71\u52a8\u7684\u5185\u5728\u52a8\u529b\u5b66\u7684\u53d1\u73b0<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aData-driven discovery of intrinsic dynamics<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Machine Intelligence<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s42256-022-00575-4<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

<\/section>\n
\u52a8\u529b\u5b66\u6a21\u578b\u662f\u6211\u4eec\u7406\u89e3\u548c\u9884\u6d4b\u81ea\u7136\u7cfb\u7edf\u884c\u4e3a\u7684\u57fa\u7840\u3002\u65e0\u8bba\u52a8\u529b\u5b66\u6a21\u578b\u662f\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u63a8\u5bfc\u51fa\u6765\u7684\uff0c\u8fd8\u662f\u4ece\u89c2\u6d4b\u6570\u636e\u5b66\u4e60\u800c\u5f97\uff0c\u5b83\u4eec\u90fd\u662f\u57fa\u4e8e\u6211\u4eec\u5bf9\u72b6\u6001\u53d8\u91cf\u7684\u9009\u62e9\u3002\u72b6\u6001\u53d8\u91cf\u7684\u9009\u62e9\u5f80\u5f80\u662f\u7531\u76f4\u89c9\u6216\u8005\u83b7\u53d6\u662f\u5426\u4fbf\u5229\u9a71\u52a8\u7684\uff0c\u5728\u6570\u636e\u9a71\u52a8\u7684\u60c5\u51b5\u4e0b\uff0c\u901a\u5e38\u9009\u62e9\u89c2\u6d4b\u5230\u7684\u53d8\u91cf\u4f5c\u4e3a\u72b6\u6001\u53d8\u91cf\u3002\u8fd9\u4e9b\u53d8\u91cf<\/span>\uff08\u4ee5\u53ca\u52a8\u529b\u5b66\u6a21\u578b\uff09<\/span>\u7684\u7ef4\u5ea6\u53ef\u4ee5\u4efb\u610f\u5927\uff0c\u4ece\u800c\u6a21\u7cca\u4e86\u7cfb\u7edf\u7684\u5185\u5728\u884c\u4e3a\u3002\u4e8b\u5b9e\u4e0a\uff0c\u8fd9\u4e9b\u53d8\u91cf\u901a\u5e38\u662f\u9ad8\u5ea6\u5197\u4f59\u7684\uff0c\u7cfb\u7edf\u662f\u7531\u4e00\u7ec4\u66f4\u5c0f\u7684\u6f5c\u5728\u5185\u5728\u53d8\u91cf\u9a71\u52a8\u7684\u3002<\/span><\/section>\n

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\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u5c06\u6d41\u5f62\u6570\u5b66\u7406\u8bba\u4e0e\u795e\u7ecf\u7f51\u7edc\u7684\u8868\u793a\u80fd\u529b\u76f8\u7ed3\u5408\uff0c\u5f00\u53d1\u4e86\u4e00\u79cd\u76f4\u63a5\u4ece\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4ee5\u53ca\u9884\u6d4b\u6a21\u578b\u4e2d\u5b66\u4e60\u7cfb\u7edf\u5185\u90e8\u72b6\u6001\u53d8\u91cf\u7684\u65b9\u6cd5\u3002\u65b9\u6cd5\u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5b83\u80fd\u591f\u5c06\u6570\u636e\u964d\u81f3\u5b83\u4eec\u4f9d\u8d56\u7684\u975e\u7ebf\u6027\u6d41\u5f62\u7684\u56fa\u6709\u7ef4\u6570\u3002\u8fd9\u79cd\u80fd\u529b\u662f\u7531\u6d41\u5f62\u7406\u8bba\u4e2d\u7684 charts \u548c atlases \u7684\u6982\u5ff5\u5b9e\u73b0\u7684\u3002\u56e0\u6b64\uff0c\u4e00\u4e2a\u6d41\u5f62\u662f\u7531\u4e00\u7ec4\u7f1d\u5408\u5728\u4e00\u8d77\u7684\u8865\u4e01\u6765\u8868\u793a\u7684\u2014\u2014\u8fd9\u662f\u83b7\u5f97\u5185\u5728\u7ef4\u5ea6\u7684\u5fc5\u8981\u8868\u793a\u3002\u672c\u6587\u5728\u51e0\u4e2a\u5177\u6709\u4f4e\u7ef4\u884c\u4e3a\u7684\u9ad8\u7ef4\u7cfb\u7edf\u4e0a\u5e94\u7528\u4e86\u8fd9\u79cd\u65b9\u6cd5\u3002\u7531\u6b64\u4ea7\u751f\u7684\u6846\u67b6\u63d0\u4f9b\u4e86\u5f00\u53d1\u5c3d\u53ef\u80fd\u4f4e\u7ef4\u5ea6\u7684\u52a8\u6001\u6a21\u578b\u7684\u80fd\u529b\uff0c\u6355\u6349\u4e86\u7cfb\u7edf\u7684\u672c\u8d28\u3002<\/span><\/section>\n

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\u56fe\uff1a\u6d41\u5f62\u7684\u8868\u793a\u3002<\/span><\/section>\n

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5. AlphaCode\uff1a\u6570\u636e\u9a71\u52a8\u7f16\u7a0b<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aCompetition-level code generation with AlphaCode<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aScience<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.science.org\/doi\/10.1126\/science.abq1158<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

<\/section>\n
\u7f16\u7a0b\u662f\u4e00\u79cd\u5f3a\u5927\u4e14\u65e0\u5904\u4e0d\u5728\u7684\u89e3\u51b3\u95ee\u9898\u7684\u5de5\u5177\u3002\u5f00\u53d1\u5e2e\u52a9\u7a0b\u5e8f\u5458\u7f16\u7a0b\u7684\u7cfb\u7edf\u53ef\u4ee5\u63d0\u9ad8\u7f16\u7a0b\u7684\u6548\u7387\u548c\u53ef\u53ca\u6027\u3002\u4e4b\u524d\u57fa\u4e8e transformer \u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u663e\u793a\u51fa\u51fa\u8272\u7684\u4ee3\u7801\u751f\u6210\u80fd\u529b\uff0c\u4f46\u5728\u4e00\u4e9b\u66f4\u590d\u6742\u4efb\u52a1<\/span>\uff08\u4f8b\u5982\u7ade\u4e89\u6027\u7f16\u7a0b\u95ee\u9898\uff09<\/span>\u4e0a\u4ecd\u7136\u8868\u73b0\u4e0d\u4f73\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u5728\u8fd9\u91cc\uff0c\u4f5c\u8005\u4ecb\u7ecd\u4e86 AlphaCode\uff0c\u8fd9\u662f\u4e00\u4e2a\u4ee3\u7801\u751f\u6210\u7cfb\u7edf\uff0c\u5728 Codeforces \u5e73\u53f0\u6700\u8fd1\u7684\u7f16\u7a0b\u7ade\u8d5b\u6a21\u62df\u8bc4\u4f30\u4e2d\u5e73\u5747\u6392\u540d\u524d 54.3%\u3002AlphaCode \u901a\u8fc7\u4f7f\u7528\u7ecf\u8fc7\u7279\u6b8a\u8bad\u7ec3\u7684\u57fa\u4e8e transformer \u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u751f\u6210\u6570\u767e\u4e07\u4e2a\u4e0d\u540c\u7684\u7a0b\u5e8f\u6765\u89e3\u51b3\u95ee\u9898\uff0c\u7136\u540e\u5bf9\u8fd9\u4e9b\u7a0b\u5e8f\u8fdb\u884c\u8fc7\u6ee4\u548c\u805a\u7c7b\uff0c\u6700\u591a\u53ea\u63d0\u4ea4 10 \u4e2a\u3002\u8fd9\u4e00\u7ed3\u679c\u6807\u5fd7\u7740\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u9996\u6b21\u5728\u7f16\u7a0b\u7ade\u8d5b\u4e2d\u8868\u73b0\u51fa\u8272\u3002<\/span><\/section>\n

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\u56fe\uff1aAlphacode \u6a21\u578b\u3002\uff08A\uff09\u5728\u9884\u8bad\u7ec3\u4e2d\uff0c\u6765\u81ea GitHub \u7684\u6587\u4ef6\u88ab\u968f\u673a\u5730\u5206\u6210\u4e24\u90e8\u5206\u3002\u7b2c\u4e00\u90e8\u5206\u4f5c\u4e3a\u8f93\u5165\u7ed9\u7f16\u7801\u5668\uff0c\u89e3\u7801\u5668\u88ab\u8bad\u7ec3\u6210\u4ea7\u751f\u7b2c\u4e8c\u90e8\u5206\u3002\uff08B\uff09\u5728\u5fae\u8c03\u4e2d\uff0c\u95ee\u9898\u63cf\u8ff0\uff08\u683c\u5f0f\u5316\u4e3a\u6ce8\u91ca\uff09\u88ab\u4ea4\u7ed9\u7f16\u7801\u5668\uff0c\u89e3\u7801\u5668\u88ab\u8bad\u7ec3\u6765\u751f\u6210\u89e3\u51b3\u65b9\u6848\u3002\uff08C\uff09\u5728\u8bc4\u4f30\u4e2d\uff0cAlphaCode \u4e3a\u6bcf\u4e2a\u95ee\u9898\u63cf\u8ff0\u751f\u6210\u8bb8\u591a\u6837\u672c\uff0c\u7136\u540e\u5b83\u6267\u884c\u8fd9\u4e9b\u6837\u672c\u4ee5\u8fc7\u6ee4\u6389\u4e0d\u597d\u7684\u6837\u672c\uff0c\u5e76\u5bf9\u5269\u4e0b\u7684\u6837\u672c\u8fdb\u884c\u805a\u7c7b\uff0c\u6700\u540e\u63d0\u4ea4\u4e00\u5c0f\u90e8\u5206\u5019\u9009\u6837\u672c\u3002<\/span><\/p>\n

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6. \u5916\u4ea4\u68cb\u76d8\u6e38\u620f\u7684<\/strong><\/p>\n

\u4eba\u5de5\u667a\u80fd\u65b9\u6cd5\u4e2d\u7684\u8c08\u5224\u548c\u8bda\u4fe1\u95ee\u9898<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aNegotiation and honesty in artificial intelligence methods for the board game of Diplomacy<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-022-34473-5<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u4eba\u7c7b\u6587\u660e\u7684\u6210\u529f\u690d\u6839\u4e8e\u6211\u4eec\u901a\u8fc7\u6c9f\u901a\u548c\u5236\u5b9a\u5171\u540c\u8ba1\u5212\u8fdb\u884c\u5408\u4f5c\u7684\u80fd\u529b\u3002\u6211\u4eec\u7814\u7a76\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u5229\u7528\u6c9f\u901a\u6765\u66f4\u597d\u5730\u5728\u5916\u4ea4\u4e2d\u5408\u4f5c\uff0c\u8fd9\u662f\u4e00\u4e2a\u957f\u671f\u5b58\u5728\u7684\u4eba\u5de5\u667a\u80fd\u6311\u6218\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u8c08\u5224\u7b97\u6cd5\uff0c\u5141\u8bb8\u667a\u80fd\u4f53\u5c31\u5173\u4e8e\u8054\u5408\u8ba1\u5212\u7684\u5408\u540c\u8fbe\u6210\u4e00\u81f4\uff0c\u5e76\u8868\u660e\u5b83\u4eec\u7684\u8868\u73b0\u4f18\u4e8e\u7f3a\u4e4f\u8fd9\u79cd\u80fd\u529b\u7684\u667a\u80fd\u4f53\u3002\u5bf9\u4eba\u7c7b\u6765\u8bf4\uff0c\u5728\u610f\u56fe\u4e0a\u8bef\u5bfc\u4ed6\u4eba\u5f62\u6210\u4e86\u5408\u4f5c\u7684\u969c\u788d\u3002\u5916\u4ea4\u9700\u8981\u5bf9\u6211\u4eec\u5bf9\u624b\u7684\u672a\u6765\u8ba1\u5212\u8fdb\u884c\u63a8\u7406\uff0c\u4f7f\u6211\u4eec\u80fd\u591f\u7814\u7a76\u667a\u80fd\u4f53\u4e4b\u95f4\u8fdd\u80cc\u627f\u8bfa\u4ee5\u53ca\u8bda\u5b9e\u5408\u4f5c\u7684\u6761\u4ef6\u3002<\/span><\/section>\n

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\u6211\u4eec\u53d1\u73b0\uff0c\u4eba\u5de5\u667a\u80fd\u4f53\u9762\u4e34\u7740\u4e0e\u4eba\u7c7b\u7c7b\u4f3c\u7684\u95ee\u9898\uff1a\u6c9f\u901a\u7684\u667a\u80fd\u4f53\u5bb9\u6613\u53d7\u5230\u80cc\u53db\u534f\u8bae\u7684\u540c\u4f34\u7684\uff08\u8d1f\u9762\uff09\u5f71\u54cd\u3002\u4e3a\u4e86\u9632\u6b62\u8fd9\u79cd\u60c5\u51b5\u53d1\u751f\uff0c\u6211\u4eec\u6307\u51fa\uff0c\u5bf9\u8fdd\u53cd\u5408\u540c\u7684\u667a\u80fd\u4f53\u8fdb\u884c\u5236\u88c1\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u80cc\u53db\u8005\u7684\u4f18\u52bf\u3002\u56e0\u6b64\uff0c\u5c3d\u7ba1\u6700\u521d\u6709\u5229\u4e8e\u504f\u79bb\u534f\u8bae\u7684\u6761\u4ef6\uff0c\u5236\u88c1\u6709\u52a9\u4e8e\u4fc3\u6210\u5927\u591a\u6570\u6c9f\u901a\u662f\u8bda\u4fe1\u7684\u3002<\/span><\/section>\n

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\u56fe\uff1a\u5bf9\u6bd4\u6709\u538b\u529b\u5916\u4ea4\u548c\u65e0\u538b\u529b\u5916\u4ea4\u3002\u5de6\u56fe\uff1a\u5728\u65e0\u538b\u529b\u5916\u4ea4\u4e2d\uff0c\u73a9\u5bb6\u53ef\u80fd\u4e0d\u4f1a\u76f4\u63a5\u6c9f\u901a\u4ee5\u534f\u8c03\u4e00\u4e2a\u8054\u5408\u8ba1\u5212\u3002\u4eba\u5de5\u667a\u80fd\u4f53\u5404\u81ea\u9009\u62e9\u81ea\u5df1\u7684\u884c\u52a8\u3002\u53f3\u56fe\uff1a\u5728\u6709\u538b\u529b\u5916\u4ea4\u4e2d\uff0c\u73a9\u5bb6\u76f4\u63a5\u4e0e\u5bf9\u65b9\u6c9f\u901a\uff0c\u4ee5\u51b3\u5b9a\u8054\u5408\u884c\u52a8\u65b9\u6848\u3002\u667a\u80fd\u4f53\u7684\u7b97\u6cd5\u51b3\u5b9a\u4e86\u4ed6\u4eec\u5982\u4f55\u5546\u5b9a\u4e00\u4e2a\u8054\u5408\u8ba1\u5212\u3002\u6211\u4eec\u4f7f\u7528\u5173\u4e8e\u672a\u6765\u884c\u52a8\u7684\u5408\u540c\u6765\u8868\u8fbe\u8fd9\u79cd\u8ba1\u5212\u3002\u5728\u6309\u5175\u4e0d\u52a8\u7684\u5916\u4ea4\u4e2d\uff0c\u79fb\u52a8\u9636\u6bb5\u662f\u76f8\u540c\u7684\uff0c\u4e0b\u4e00\u4e2a\u68cb\u76d8\u72b6\u6001\u53ea\u53d6\u51b3\u4e8e\u73a9\u5bb6\u5728\u79fb\u52a8\u9636\u6bb5\u9009\u62e9\u7684\u884c\u52a8\u3002<\/span><\/p>\n


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7. \u589e\u91cf\u5b66\u4e60\u7684\u4e09\u79cd\u7c7b\u578b<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aThree types of incremental learning<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Machine Intelligence<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s42256-022-00568-3<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u4ece\u975e\u5e73\u7a33\u7684\u6570\u636e\u6d41\u4e2d\u9010\u6b65\u5b66\u4e60\u65b0\u4fe1\u606f\uff0c\u79f0\u4e3a\u201c\u589e\u91cf\u5b66\u4e60\u201d<\/span>\uff08incremental learning\uff09<\/span>\uff0c\u8fd9\u662f\u81ea\u7136\u754c\u667a\u80fd\u7684\u4e00\u4e2a\u5173\u952e\u7279\u5f81\uff0c\u4f46\u5bf9\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6765\u8bf4\u662f\u4e00\u4e2a\u5177\u6709\u6311\u6218\u6027\u7684\u95ee\u9898\u3002\u8fd1\u5e74\u6765\uff0c\u4eba\u4eec\u63d0\u51fa\u4e86\u8bb8\u591a\u7528\u4e8e\u589e\u91cf\u5b66\u4e60\u7684\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\uff0c\u4f46\u7531\u4e8e\u7f3a\u4e4f\u4e00\u4e2a\u7edf\u4e00\u6846\u67b6\uff0c\u5f88\u96be\u6bd4\u8f83\u8fd9\u4e9b\u65b9\u6cd5\u7684\u6027\u80fd\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u63cf\u8ff0\u4e86\u589e\u91cf\u5b66\u4e60\u7684\u4e09\u79cd\u57fa\u672c\u7c7b\u578b\u6216\u201c\u60c5\u666f\u201d: \u4efb\u52a1\u589e\u91cf\u5b66\u4e60\u3001\u57df\u589e\u91cf\u5b66\u4e60\u548c\u7c7b\u522b\u589e\u91cf\u5b66\u4e60\u3002\u8fd9\u4e9b\u7c7b\u578b\u4e2d\u7684\u6bcf\u4e00\u4e2a\u90fd\u6709\u81ea\u5df1\u7684\u4e00\u5957\u6311\u6218\u3002<\/span><\/section>\n

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\u4e3a\u4e86\u8bf4\u660e\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u6839\u636e\u6bcf\u4e2a\u573a\u666f\u6267\u884c Split MNIST \u548c Split CIFAR-100 \u4efb\u52a1\uff0c\u5bf9\u5f53\u524d\u4f7f\u7528\u7684\u8fde\u7eed\u5b66\u4e60\u7b56\u7565\u8fdb\u884c\u4e86\u5168\u9762\u7684\u5b9e\u8bc1\u6bd4\u8f83\u3002\u6211\u4eec\u5c55\u793a\u4e86\u4e09\u79cd\u7c7b\u578b\u5728\u96be\u5ea6\u548c\u4e0d\u540c\u7b56\u7565\u7684\u6709\u6548\u6027\u65b9\u9762\u7684\u5b9e\u8d28\u6027\u5dee\u5f02\u3002\u8be5\u7efc\u8ff0\u63d0\u51fa\u7684\u5206\u7c7b\u65e8\u5728\u4e3a\u589e\u91cf\u5b66\u4e60\u9886\u57df\u6784\u5efa\u7ed3\u6784\u6846\u67b6\uff0c\u901a\u8fc7\u5f62\u6210\u4e00\u4e2a\u91cd\u8981\u57fa\u77f3\uff0c\u660e\u786e\u5b9a\u4e49\u95ee\u9898\u57fa\u7ebf\u3002<\/span><\/section>\n

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\u56fe\uff1a\u4e09\u7c7b\u589e\u91cf\u5b66\u4e60\u7684\u5206\u7c7b\u51b3\u7b56\u6811\u3002\u53ef\u4ee5\u6839\u636e\u5728\u6d4b\u8bd5\u65f6\u80cc\u666f\u8eab\u4efd\u662f\u5426\u5df2\u77e5\uff0c\u5982\u679c\u4e0d\u77e5\u9053\uff0c\u662f\u5426\u5fc5\u987b\u63a8\u65ad\u6765\u5b9a\u4e49\u573a\u666f\u3002<\/span><\/p>\n


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\u5173\u4e8eComplexity Express<\/strong><\/strong><\/p>\n<\/section>\n

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Complex World, Simple Rules.<\/span><\/section>\n
\u590d\u6742\u4e16\u754c\uff0c\u7b80\u5355\u89c4\u5219\u3002<\/section>\n<\/blockquote>\n
\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

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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\u6211\u7684\u96c6\u667a\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

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

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

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  • \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


        <\/p>\n

        <\/mp-style-type><\/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\u6211\u7684\u96c6\u667a\u300d\u63a8\u9001\u8bba\u6587\u4fe1\u606f\u3002 \u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\uff0c\u5173\u6ce8\u201c\u6211\u7684\u96c6\u667a\u201d\u670d\u52a1\u53f7\uff0c\u5373\u53ef\u8ba2\u9605Complexity Express\uff1a…<\/p>\n","protected":false},"author":1,"featured_media":38905,"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\/39011"}],"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=39011"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/39011\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/38905"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=39011"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=39011"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=39011"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=39011"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}