{"id":4475,"date":"2017-07-29T01:00:00","date_gmt":"2017-07-28T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-11T14:47:46","modified_gmt":"2018-12-11T06:47:46","slug":"%e5%a4%8d%e6%9d%82%e7%bd%91%e7%bb%9c%ef%bc%8c%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e4%b8%8e%e5%85%a8%e6%81%af%e5%8e%9f%e7%90%86-%e8%ae%b02017%e9%9b%86%e6%99%ba-%e5%87%af%e9%a3%8e%e7%a0%94%e8%af%bb","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=4475","title":{"rendered":"\u590d\u6742\u7f51\u7edc\uff0c\u673a\u5668\u5b66\u4e60\u4e0e\u5168\u606f\u539f\u7406 | \u8bb02017\u96c6\u667a-\u51ef\u98ce\u7814\u8bfb\u8425"},"content":{"rendered":"
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\"\u96c6\u667a\"<\/p>\n

\u8fd9\u662f\u6211\u7b2c\u4e00\u6b21\u53c2\u52a0\u96c6\u667a\u7814\u8bfb\u8425\uff0c\u88ab\u8fd9\u91cc\u7684\u6c1b\u56f4\u6240\u5438\u5f15\u3002\u8fd9\u91cc\u96c6\u5408\u4e86\u8ba1\u7b97\u793e\u4f1a\u5b66\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\uff0c\u7406\u8bba\u7269\u7406\u5b66\uff0c\u751f\u7269\u7269\u7406\u5b66\u7b49\u7b49\u5404\u4e2a\u65b9\u5411\u7684\u5b66\u8005\u3002\u5728\u6211\u4eec\u6765\u5230\u7684\u7b2c\u4e00\u5929\u665a\u4e0a\u5c31\u5c55\u5f00\u4e86\u6fc0\u70c8\u7684\u8ba8\u8bba\u3002Kevin\u7684\u793e\u4f1a\u5b66\u5b9e\u9a8c\uff0c\u5c24\u4ea6\u5e84\u7684\u9650\u5236\u73bb\u5c14\u5179\u66fc\u673a\u4e0e\u7edf\u8ba1\u7269\u7406\u548c\u5168\u606f\u5f15\u529b\uff0c\u82d1\u660e\u7406\u7684\u673a\u5668\u5b66\u4e60\u4e0e\u5fae\u5206\u65b9\u7a0b\uff0c\u8463\u78ca\u7684\u6570\u636e\u5206\u6790\u7b49\u7b49\uff0c\u6bcf\u4e2a\u4eba\u90fd\u5e26\u7740\u6df1\u523b\u7684\u5de5\u4f5c\u548c\u601d\u60f3\uff0c\u76f8\u4e92\u4e4b\u95f4\u601d\u60f3\u7684\u78b0\u649e\uff0c\u5934\u8111\u98ce\u66b4\u5237\u65b0\u7740\u6211\u7684\u77e5\u8bc6\u3002\u767d\u5929\u7684\u96c6\u4e2d\u5b66\u4e60\uff0c\u665a\u4e0a\u7684\u81ea\u7531\u8ba8\u8bba\u5145\u5b9e\u7740\u6211\u7684\u6bcf\u4e00\u5929\u3002\u660e\u5e74\u7684\u7814\u8bfb\u8425\u6211\u5e0c\u671b\u80fd\u7ee7\u7eed\u53c2\u52a0\u3002 <\/span><\/p>\n

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

\u590d\u6742\u7f51\u7edc\u4e0e\u5168\u606f\u539f\u7406<\/span><\/strong><\/span><\/p>\n

\u91cf\u5b50\u5f15\u529b\u7684\u5168\u606f\u7406\u8bba\u662f\u8fd1\u4e8c\u5341\u5e74\u624d\u5174\u8d77\u7684\u65b9\u5411\u3002\u5b83\u5c06\u65f6\u7a7a\u5185\u90e8\uff08bulk\uff09\u7684\u91cf\u5b50\u5f15\u529b\u7406\u8bba\u4e0e\u65f6\u7a7a\u8fb9\u754c\uff08boundary\uff09\u4e0a\u7684\u975e\u5f15\u529b\u7684\u91cf\u5b50\u573a\u8bba\u5bf9\u5076\u8d77\u6765\u3002\u8fd9\u4e2a\u7406\u8bba\u5438\u5f15\u4eba\u7684\u5730\u65b9\u5728\u4e8e\uff0c\u6211\u4eec\u53ef\u4ee5\u8ba4\u4e3a\u5f15\u529b\u73b0\u8c61\u5e76\u4e0d\u662f\u57fa\u672c\u7684\uff0c\u800c\u662f\u53ef\u4ee5\u4ece\u975e\u5f15\u529b\u7684\u573a\u8bba\u81ea\u7531\u5ea6\u6f14\u751f\uff08emerge\uff09\u51fa\u6765\u3002\u5177\u4f53\u7684\u8bf4\uff0c\u573a\u8bba\u5404\u4e2a\u81ea\u7531\u5ea6\u4e4b\u95f4\u7684\u7ea0\u7f20\u4e0e\u5173\u8054\u5b9e\u9645\u4e0a\u4ee3\u8868\u4e86\u66f4\u9ad8\u7ef4\u5ea6\u7684\u65f6\u7a7a\u51e0\u4f55\u3002\u8fd9\u4e2a\u7f8e\u5999\u7684\u60f3\u6cd5\u88ab\u795e\u7ecf\u7f51\u7edc\u4f18\u96c5\u7684\u63cf\u8ff0\u4e86\u3002\u9690\u85cf\u5c42\u8fde\u63a5\u7740\u663e\u5c42\uff0c\u8868\u5f81\u7740\u663e\u5c42\u5355\u5143\u4e4b\u95f4\u7684\u5173\u8054\u4e0e\u7ea0\u7f20\u3002\u800c\u66f4\u9ad8\u7ef4\u5ea6\u7684\u51e0\u4f55\u5c31\u81ea\u7136\u5730\u51fa\u73b0\u5728\u6f14\u751f\u7684\u9690\u85cf\u5c42\u4e2d\u3002<\/span><\/p>\n

\u5728\u8fd9\u4e9b\u5929\u4e0e\u5927\u5bb6\u7684\u4ea4\u6d41\u4e2d\uff0c\u6211\u770b\u5230\u590d\u6742\u7f51\u7edc\u5728\u5404\u4e2a\u9886\u57df\u4e2d\u90fd\u6709\u5e94\u7528\uff0c\u800c\u4e0a\u9762\u7684\u60f3\u6cd5\u4e5f\u542f\u793a\u6211\uff0c\u5728\u5f15\u529b\u7406\u8bba\u4e2d\uff0c\u5171\u5f62\u573a\u8bba(Conformal Field Theory)\u7684\u590d\u6742\u7f51\u7edc\u6b63\u662f\u53cd\u5fb7\u897f\u7279\u65f6\u7a7a(Anti-de Sitter Space-time,\u53cc\u66f2\u51e0\u4f55)\u3002\u8fdb\u4e00\u6b65\u7684\u8bf4\uff0c\u590d\u6742\u7cfb\u7edf\uff08\u4f8b\u5982CFT\uff09\u4e4b\u6240\u4ee5\u590d\u6742\uff0c\u662f\u7531\u4e8e\u5b58\u5728\u590d\u6742\u7684\u5185\u90e8\u5173\u8054\uff08\u9690\u85cf\u7684\u5185\u90e8\u5173\u8054\uff09\uff0c\u8fd9\u4e9b\u5173\u8054\u7531\u9690\u5c42\u63cf\u8ff0\uff0c\u800c\u5f62\u6210\u52a0\u5165\u4e86\u9690\u5c42\u7684\u590d\u6742\u7f51\u7edc\uff0c\u8fd9\u4e2a\u590d\u6742\u7f51\u7edc\u4f1a\u6709\u4e0d\u540c\u7684\u51e0\u4f55\uff08\u4f8b\u5982\u53cc\u66f2\u51e0\u4f55\uff09\u4ee5\u53ca\u7b80\u6d01\u7684\u89c4\u5f8b\uff08\u4f8b\u5982Einstein\u573a\u65b9\u7a0b\uff09\u3002<\/span><\/p>\n

\u7279\u522b\u662f\u5c24\u4ea6\u5e84\u5e08\u5144\u7684\u4f7f\u7528DBM\u901a\u8fc7\u6570\u636e\u5b66\u4e60\u5f97\u5230\u590d\u6742\u7f51\u7edc\u8fde\u8fb9\u7684coupling constant\uff0c\u4ece\u800cboundary state\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u5f97\u5230bulk\u51e0\u4f55\u7684\u76f8\u5173\u601d\u60f3\u66f4\u662f\u6df1\u6df1\u7684\u51b2\u51fb\u7740\u6211\u3002\u6211\u4eec\u5b87\u5b99\u4e5f\u8bb8\u5c31\u662f\u8fd9\u6837\u7531\u8fb9\u754c\u7cfb\u7edf\u7684\u81ea\u4e3b\u673a\u5668\u5b66\u4e60\u8fc7\u7a0b\u800c\u6f14\u751f\u51fa\u6765\u7684\u590d\u6742\u7f51\u7edc\u7ed3\u6784\u3002<\/span><\/p>\n

\"\u96c6\u667a\"<\/p>\n


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

\u4e34\u754c\u7cfb\u7edf<\/span><\/strong><\/span><\/p>\n

\u5085\u6e25\u6210\u7684\u5173\u4e8e\u81ea\u7ec4\u7ec7\u4e34\u754c\uff08self-organized criticality\uff09\u7cfb\u7edf\u7684\u8ba8\u8bba\u518d\u4e00\u6b21\u5237\u65b0\u4e86\u6211\u7684\u4e09\u89c2\u3002\u8bb8\u591a\u7cfb\u7edf\u90fd\u53ef\u4ee5\u7528\u81ea\u7ec4\u7ec7\u4e34\u754c\u7406\u8bba\u8fdb\u884c\u63cf\u8ff0\u3002<\/span><\/p>\n

\u81ea\u7136\u754c\u4e2d\u5f88\u591a\u91cd\u8981\u7684\u7cfb\u7edf\u90fd\u4e0d\u662f\u5904\u5728\u70ed\u5e73\u8861\u6001\uff0c\u6bd4\u5982\u751f\u547d\u672c\u8eab\u3002\u70ed\u5e73\u8861\u610f\u5473\u7740\u6ca1\u6709\u53d8\u5316\uff0c\u610f\u5473\u7740\u71b5\u6781\u5927\uff0c\u6781\u5ea6\u6df7\u4e71\u7684\u7cfb\u7edf\u4e5f\u5c31\u610f\u5473\u7740\u6ca1\u6709\u751f\u547d\u3002\u800c\u6709\u751f\u547d\u610f\u5473\u7740\u6709\u5e8f\uff0c\u5373\u8d1f\u71b5\u3002\u751f\u547d\u5c31\u662f\u7531\u751f\u547d\u4f53\u5185\u90e8\u76f8\u4e92\u4f5c\u7528\u5bfc\u81f4\u7684\u81ea\u7ec4\u7ec7\u89c4\u5f8b\u7cfb\u7edf\u3002\u4e0d\u4ec5\u5982\u6b64\uff0c\u751f\u7269\u7cfb\u7edf\u8fd8\u5728\u4e34\u754c\u70b9\u9644\u8fd1\u3002\u4e34\u754c\u70b9\u610f\u5473\u7740\u7279\u6b8a\u654f\u611f\uff0c\u5c0f\u7684\u5c40\u90e8\u7834\u574f\u53ef\u80fd\u5bfc\u81f4\u6574\u4f53\u7684\u574d\u584c\u3002\u5085\u6e25\u6210\u7528\u8457\u540d\u7684\u6c99\u5806\u6a21\u578b\uff08sandpile model\uff09\u8fdb\u884c\u8bf4\u660e\uff1a\u843d\u4e0b\u7684\u6c99\u5b50\u7531\u4e8e\u6c99\u5b50\u5185\u90e8\u7684\u76f8\u4e92\u4f5c\u7528\u4f1a\u5f62\u6210\u6c99\u5806\u3002\u8fd9\u662f\u81ea\u7ec4\u7ec7\u7684\u8fc7\u7a0b\u3002\u4f46\u662f\u5f53\u6c99\u5806\u589e\u9ad8\u5230\u4e00\u5b9a\u7a0b\u5ea6\u4e4b\u540e\uff0c\u843d\u4e0b\u4e00\u7c92\u6c99\u4f1a\u5bfc\u81f4\u6574\u4e2a\u6c99\u5806\u7684\u574d\u584c\u3002\u8fd9\u662f\u4e34\u754c\u72b6\u6001\uff0c\u5bf9\u5c0f\u7684\u6270\u52a8\u5f88\u654f\u611f\u3002\u8fd9\u662f\u56e0\u4e3a\u4e34\u754c\u7684\u7cfb\u7edf\u5177\u6709\u957f\u7a0b\u5173\u8054\uff0c\u76f8\u8ddd\u9065\u8fdc\u7684\u90e8\u5206\u4e4b\u95f4\u6709\u5f3a\u5173\u8054\uff0c\u4e5f\u5c31\u5bfc\u81f4\u4e86\u4e00\u4e2a\u90e8\u5206\u7684\u7834\u574f\u5f15\u8d77\u5927\u90e8\u5206\u7684\u7834\u574f\u3002\u4e0d\u4ec5\u5982\u6b64\uff0c\u957f\u7a0b\u5173\u8054\u8fd8\u610f\u5473\u7740\u6807\u5ea6\u4e0d\u53d8\u3002\u8fd9\u662f\u7531\u4e8e\u4f53\u7cfb\u5185\u90e8\u7684\u5173\u8054\u957f\u5ea6\u53d1\u6563\uff0c\u6ca1\u6709\u7279\u5f81\u957f\u5ea6\uff08characteristic length\uff09\u4e5f\u5c31\u8bf4\u660e\u7cfb\u7edf\u7684\u5404\u4e2a\u7269\u7406\u91cf\u4e0e\u5c3a\u5ea6\u65e0\u5173\uff0c\u5373\u6807\u5ea6\u4e0d\u53d8\u3002\u751a\u81f3\u81ea\u7ec4\u7ec7\u4e34\u754c\u7cfb\u7edf\u7684\u51e0\u4f55\u4e00\u5b9a\u662f\u53cc\u66f2(hyperbolic)\u51e0\u4f55\u3002\u56e0\u4e3a\u53cc\u66f2\u51e0\u4f55\u662f\u552f\u4e00\u5177\u6709\u6807\u5ea6\u4e0d\u53d8\u6027\u7684\u51e0\u4f55\u3002<\/span><\/p>\n

\u8fdb\u4e00\u6b65\uff0c\u81ea\u7ec4\u7ec7\u4e34\u754c\u7cfb\u7edf\u7684\u5404\u4e2a\u91cf\u663e\u793a\u51fa\u5e42\u5f8b\u5173\u7cfb\u3002\u4e0d\u4ec5\u5982\u6b64\uff0c\u5c31\u8fde\u6210\u529f\u5b66\u90fd\u5177\u6709\u5e42\u5f8b\u3002\u897f\u5317\u5927\u5b66\u7684\u6bb7\u88d4\u5b89\u5206\u6790NIH\u4e09\u5341\u591a\u5e74\u6765\u7684\u57fa\u91d1\u7533\u8bf7\u8bb0\u5f55\uff0c\u53d1\u73b0\u6700\u7ec8\u6210\u529f\u7533\u8bf7\u7684\u79d1\u7814\u5de5\u4f5c\u8005\u6210\u529f\u4e4b\u524d\u5931\u8d25\u7684\u7533\u8bf7\u4e2d\u8fde\u7eed\u4e24\u6b21\u7684\u7533\u8bf7\u65f6\u95f4\u95f4\u9694\u6ee1\u8db3\u5e42\u5f8b\u8870\u51cf\u3002\u5e42\u5f8b\uff0c\u6216\u8005\u8bf4\u4e34\u754c\u72b6\u6001\u662f\u5404\u4e2a\u81ea\u7ec4\u7ec7\u7cfb\u7edf\u7684\u5173\u952e\u3002\u5b83\u5c06\u4e0d\u540c\u5b66\u79d1\u795e\u5947\u7684\u8054\u7cfb\u4e86\u8d77\u6765\u3002\"\u96c6\u667a\"<\/span><\/p>\n


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

\u673a\u5668\u5b66\u4e60\u4e0e\u7a0b\u5e8f\u751f\u957f<\/span><\/strong><\/span><\/p>\n

\u673a\u5668\u5b66\u4e60\u662f\u8fd1\u4e24\u5e74\u975e\u5e38\u706b\u7684\u8bfe\u9898\uff0c\u7279\u522b\u662f\u662fGoogle\u7684AlphaGo\u6253\u8d25\u4e86\u4eba\u7c7b\u7684\u56f4\u68cb\u51a0\u519b\u4e4b\u540e\u3002\u673a\u5668\u5b66\u4e60\u4e5f\u662f\u8fd9\u6b21\u7814\u8bfb\u8425\u7684\u6838\u5fc3\u8bfe\u9898\u4e4b\u4e00\u3002\u6211\u4eec\u56f4\u7ed5\u7740\u673a\u5668\u5b66\u4e60\u8fdb\u884c\u4e86\u5404\u65b9\u9762\u7684\u8ba8\u8bba\uff1a<\/span><\/p>\n

\u5c24\u4ea6\u5e84\u5e08\u5144\u4ecb\u7ecd\u4e86tensorflow graph\uff0c\u7f57\u79c0\u54f2\u4ecb\u7ecd\u4e86pytorch\u4ee5\u53ca\u673a\u5668\u5b66\u4e60\u548c\u91cf\u5b50\u591a\u4f53\u95ee\u9898\u7684\u5173\u8054, \u7a0b\u5d69\u4ecb\u7ecd\u4e86Restricted Boltzmann machine\u548ctensor network\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u5f69\u4e91\u5929\u6c14\u7684CEO \u8881\u884c\u8fdc\u5c55\u793a\u4e86\u673a\u5668\u5b66\u4e60\u5728\u5929\u6c14\u9884\u6d4b\uff0c\u8bed\u97f3\u7ffb\u8bd1\u548c\u667a\u80fd\u4f5c\u66f2\u7b49\u65b9\u9762\u5f3a\u5927\u7684\u529f\u80fd\u3002\u4ee5\u53ca\u8096\u8fbe\u4ecb\u7ecd\u4e86\u5e8f\u5217\u5b66\u4e60\u6a21\u578bRNN\/LSTM\u3002\u8096\u8fbe\u7684\u201c\u5c06\u4e16\u754c\u7684\u666e\u9002\u89c4\u5f8b\u201c\u786c\u7f16\u7801\u201d\u5230\u7f51\u7edc\u7ed3\u6784\u4e2d\u201d\uff0c\u82d1\u660e\u7406\u7684\u7a0b\u5e8f\u4ee3\u7801\u7684\u751f\u957f\u673a\u5236\u90fd\u5c06\u4e16\u754c\u4ee5\u53ca\u751f\u7269\u4e0e\u673a\u5668\u5b66\u4e60\u6df1\u523b\u7684\u8054\u7cfb\u4e86\u8d77\u6765\u3002\u4ed6\u4eec\u8ba9\u6211\u76f8\u4fe1\uff0c\u4e16\u754c\u7684\u672c\u8d28\u89c4\u5f8b\u4e5f\u8bb8\u5c31\u662f\u673a\u5668\u81ea\u6211\u5b66\u4e60\u7684\u8fc7\u7a0b\uff0c\u6211\u4eec\u7684\u5b87\u5b99\u662f\u4e00\u53f0\u91cf\u5b50\u8ba1\u7b97\u673a\uff0c\u5305\u62ec\u751f\u547d\u672c\u8eab\u3002\u8fd9\u4e9b\u90fd\u51b2\u51fb\u7740\u6211\u7684\u4e16\u754c\u89c2\u3002\u6211\u4eec\u6b63\u671d\u7740\u8fd9\u4e2a\u65b9\u5411\u4e0d\u65ad\u7684\u63a2\u7d22\u3002<\/span><\/p>\n

\"\u96c6\u667a\"<\/p>\n


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

\u5927\u6570\u636e\u4e0e\u8ba1\u7b97\u793e\u4f1a\u5b66<\/span><\/strong><\/span><\/p>\n

\u8fd9\u6b21\u7684\u7814\u8bfb\u8425\uff0c\u793e\u4f1a\u5b66\u5bb6\u4eec\u4e5f\u5e26\u7ed9\u6211\u592a\u591a\u60ca\u8bb6\u4e0e\u60ca\u559c\u3002Kevin\u7684\u7ebf\u4e0a\u793e\u4f1a\u5b66\u5b9e\u9a8c\uff0c\u5c06\u793e\u4f1a\u5b66\u5b9e\u9a8c\u878d\u5408\u8fdb\u5c0f\u6e38\u620f\u4e2d\uff0c\u4f7f\u5f97\u7ebf\u4e0a\u7684\u7f51\u53cb\u4eec\u90fd\u53ef\u4ee5\u53c2\u4e0e\u8fdb\u6765\uff0c\u4e14\u7531\u4e8e\u7834\u9664\u4e86\u5730\u57df\u548c\u65f6\u95f4\u7684\u9650\u5236\uff0c\u4f7f\u5f97\u5b9e\u9a8c\u89c4\u6a21\u5b8f\u5927\uff0c\u6837\u672c\u6570\u91cf\u548c\u6570\u636e\u91cf\u90fd\u975e\u5e38\u591a\u3002\u8fd8\u6709\u4e0a\u9762\u63d0\u5230\u7684\u6bb7\u88d4\u5b89\u5bf9\u6210\u529f\u548c\u5931\u8d25\u7684\u5206\u6790\uff0c\u5e73\u5e38\u65e0\u6cd5\u5206\u8fa8\u7684\u901a\u5411\u6210\u529f\u7684\u5931\u8d25\u4e0e\u901a\u5411\u5931\u8d25\u7684\u5931\u8d25\u5728\u8fd9\u91cc\u90fd\u80fd\u4ece\u6570\u636e\u4e0a\u4f53\u73b0\u51fa\u6765\uff0c\u751a\u81f3\u6ee1\u8db3\u5e42\u5f8b\u5206\u5e03\u3002\u8463\u78ca\u8fd0\u7528\u536b\u661f\u6570\u636e\u8fdb\u884c\u53ef\u89c6\u5316\u5206\u6790\u4eba\u53e3\u7684\u6d41\u52a8\uff0c\u4ea7\u4e1a\u7684\u53d8\u5316\uff0c\u5730\u533a\u7ecf\u6d4e\u8d2b\u56f0\u4e0e\u5bcc\u88d5\u7684\u5206\u6790\u7b49\u7b49\u3002\u8fd9\u4e9b\u90fd\u5b8c\u7f8e\u7684\u5c06\u79d1\u5b66\u3001\u6280\u672f\u3001\u827a\u672f\u548c\u4eba\u6587\u5173\u6000\u7d27\u5bc6\u7684\u8054\u7cfb\u4e86\u8d77\u6765\u3002\u4f7f\u6211\u76f8\u4fe1\u79d1\u6280\u662f\u80fd\u6539\u53d8\u793e\u4f1a\u7684\u3002<\/span><\/p>\n

\u5434\u4ee4\u98de\u3001\u9a6c\u78ca\u4e0e\u5c24\u4ea6\u5e84\u5e08\u5144\u7684Ising model\u548c\u793e\u4f1a\u8ba1\u7b97\u4e0e\u56fe\u7075\u673a\u7684\u8ba8\u8bba\u518d\u4e00\u6b21\u63ed\u793a\u4e86\u590d\u6742\u7f51\u7edc\u4e0e\u793e\u4f1a\u5b66\u7684\u6df1\u523b\u5173\u7cfb\u3002\u751a\u81f3\u53ef\u4ee5\u7528Ising model\u7528\u6765\u6a21\u62df\u8bae\u4f1a\u6295\u7968\u673a\u5236\u3002\u590d\u6742\u7f51\u7edc\u518d\u4e00\u6b21\u5c06\u7269\u7406\u5b66\u3001\u793e\u4f1a\u5b66\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u7d27\u5bc6\u7684\u8054\u7cfb\u4e86\u8d77\u6765\u3002<\/span><\/p>\n

\"\u96c6\u667a\"<\/p>\n

\u8fd9\u6b21\u7684\u7814\u8bfb\u8425\u6bcf\u5929\u90fd\u7ed9\u6211\u5e26\u6765\u4e0d\u540c\u7684\u5934\u8111\u98ce\u66b4\uff0c\u9664\u5f00\u767d\u5929\u7684\u96c6\u4e2d\u5b66\u4e60\u4e0e\u8ba8\u8bba\uff0c\u665a\u4e0a\u7684\u81ea\u7531\u8ba8\u8bba\u4e5f\u968f\u5904\u53ef\u89c1\u3002\u6d53\u539a\u7684\u5b66\u4e60\u6c1b\u56f4\u611f\u67d3\u7740\u6211\u6fc0\u52b1\u7740\u6211\u3002\u8fd9\u77ed\u77ed\u7684\u51e0\u65e5\u7ed9\u6211\u5e26\u6765\u7684\u51b2\u51fb\u4e0e\u9707\u64bc\u662f\u524d\u6240\u672a\u6709\u7684\uff0c\u5434\u4ee4\u98de\u9f13\u52b1\u6211\u4eec\u591a\u5173\u6ce8\u6709\u8da3\u7684\u95ee\u9898\uff0c\u4e0d\u540c\u7684\u4e13\u4e1a\u4e92\u76f8\u4ea4\u6d41\u63a2\u8ba8\u3002\u8fd9\u4e9b\u62d3\u5bbd\u4e86\u6211\u7684\u773c\u754c\u3002\u5e0c\u671b\u96c6\u667a\u7684\u7814\u8bfb\u8425\u8d8a\u529e\u8d8a\u597d\u3002<\/span><\/p>\n

\"\u96c6\u667a\"<\/div>\n
\n

\u7518\u6587\u806a<\/strong> \u5357\u660c\u5927\u5b66\u7855\u58eb\u4e8c\u5e74\u7ea7<\/span><\/p>\n

 \u7814\u7a76\u65b9\u5411\uff1a<\/strong>\u91cf\u5b50\u4fe1\u606f\u4e0e\u91cf\u5b50\u5f15\u529b\u7684\u4ea4\u53c9\u3002 \u66fe\u505a\u8fc7\u5f20\u91cf\u7f51\u7edc\u5728AdS\/CFT\u4e2d\u6f14\u751f\u5f15\u529b\u7684\u65b9\u6848\uff1b\u5168\u606f\u590d\u6742\u5ea6\u4e0e\u91cf\u5b50\u4fdd\u771f\u7387\u5bf9\u5076\u7684\u7814\u7a76\uff1b\u4ee5\u53cadeep learning\u7684\u53cc\u66f2\u51e0\u4f55\u4e0e\u5168\u606f\u7684\u5173\u7cfb\u7814\u7a76\u3002<\/span>
<\/p>\n<\/blockquote>\n

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

\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/span><\/p>\n

AI&Policy\u7814\u8ba8\u4f1a\u7b2c\u4e8c\u65e5\uff1a\u5f53\u590d\u6742\u7cfb\u7edf\u9047\u89c1\u6df1\u5ea6\u5b66\u4e60<\/a>
<\/span><\/strong><\/span><\/p>\n

\u96c6\u667aAI&Policy\u7814\u8ba8\u4f1a\uff1a\u4e2d\u56fd\u79d1\u5b66\u5bb6\u56fd\u9645\u5730\u4f4d\u4e0a\u5347<\/a><\/span><\/strong><\/span><\/p>\n

\u5bf9\u673a\u5668\u5b66\u4e60\u3001\u5f20\u91cf\u7f51\u7edc\u548c\u7269\u7406\u7684\u4e00\u4e9b\u770b\u6cd5 | \u7a0b\u5d69<\/strong><\/span><\/a><\/p>\n

\u96c6\u667a\u51ef\u98ce\u7814\u8bfb\u8425\u300c\u7f51\u7edc\u3001\u51e0\u4f55\u4e0e\u673a\u5668\u5b66\u4e60 | \u5085\u6e25\u6210<\/strong><\/span><\/a>
<\/p>\n

\u671d\u95fb\u9053\uff0c\u5915\u5982\u4f55\uff1f | \u5c0f\u6728\u7403<\/strong><\/span><\/a>
<\/p>\n

What can we know from the given data? <\/a>
<\/span><\/strong><\/span><\/p>\n

\u6211\u7684\u80a9\u4e0a\u662f\u98ce\uff0c\u98ce\u4e0a\u662f\u95ea\u70c1\u7684\u661f\u7fa4 <\/a>
<\/span><\/strong><\/span><\/p>\n

\u7edf\u4e00\u4e4b\u8def\uff1a\u91cf\u5b50\u7ea0\u7f20\u3001\u65f6\u7a7a\u51e0\u4f55\u4e0e\u673a\u5668\u5b66\u4e60<\/a><\/span><\/strong><\/span><\/p>\n


<\/p>\n


<\/p>\n

\n

\"\u96c6\u667a\"<\/p>\n

\n
\n
\n
\n
\n
\n

\u96c6\u667aQQ\u7fa4\uff5c292641157
\u5546\u52a1\u5408\u4f5c\uff5czhangqian@swarma.org
\u6295\u7a3f\u8f6c\u8f7d\uff5cwangting@swarma.org<\/span><\/strong><\/p>\n

\n

\u25c6 <\/span>\u25c6 <\/span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n

\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n


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

\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n

\n

\"\u96c6\u667a\"<\/p>\n<\/section>\n

\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

\n

\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a \u96c6\u667a\u4ff1\u4e50\u90e8 <\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u8fd9\u662f\u6211\u7b2c\u4e00\u6b21\u53c2\u52a0\u96c6\u667a\u7814\u8bfb\u8425\uff0c\u88ab\u8fd9\u91cc\u7684\u6c1b\u56f4\u6240\u5438\u5f15\u3002\u8fd9\u91cc\u96c6\u5408\u4e86\u8ba1\u7b97\u793e\u4f1a\u5b66\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\uff0c\u7406\u8bba\u7269\u7406\u5b66\uff0c\u751f\u7269\u7269\u7406\u5b66\u7b49\u7b49\u5404\u4e2a\u65b9\u5411\u7684\u5b66\u8005\u3002\u5728\u6211\u4eec\u6765\u5230\u7684\u7b2c\u4e00\u5929\u665a\u4e0a\u5c31\u5c55\u5f00\u4e86\u6fc0\u70c8\u7684\u8ba8\u8bba\u3002Kevin\u7684\u793e\u4f1a\u5b66\u5b9e\u9a8c\uff0c\u5c24\u4ea6\u5e84\u7684\u9650\u5236\u73bb\u5c14\u5179\u66fc\u673a\u4e0e\u7edf\u8ba1\u7269\u7406\u548c\u5168\u606f\u5f15\u529b\uff0c\u82d1\u660e\u7406\u7684\u673a\u5668\u5b66\u4e60\u4e0e\u5fae\u5206\u65b9\u7a0b\uff0c\u8463\u78ca\u7684\u6570\u636e\u5206\u6790\u7b49\u7b49\uff0c\u6bcf\u4e2a\u4eba\u90fd\u5e26\u7740\u6df1\u523b\u7684…<\/p>\n","protected":false},"author":1,"featured_media":4476,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[23],"tags":[],"special":[11],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/4475"}],"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=4475"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/4475\/revisions"}],"predecessor-version":[{"id":4489,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/4475\/revisions\/4489"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/4476"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4475"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4475"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4475"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=4475"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}