{"id":33928,"date":"2022-04-18T22:55:00","date_gmt":"2022-04-18T14:55:00","guid":{"rendered":"https:\/\/swarma.org\/?p=33928"},"modified":"2022-04-18T22:55:00","modified_gmt":"2022-04-18T14:55:00","slug":"%e6%a0%b9%e6%8d%ae%e6%a8%a1%e5%9e%8b%e4%b8%8d%e7%a1%ae%e5%ae%9a%e6%80%a7%e6%af%94%e8%be%83%e7%bb%9f%e8%ae%a1%e6%8e%a8%e6%96%ad%e6%96%b9%e6%b3%95-%e5%a4%8d%e6%9d%82%e6%80%a7%e7%a7%91%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=33928","title":{"rendered":"\u6839\u636e\u6a21\u578b\u4e0d\u786e\u5b9a\u6027\u6bd4\u8f83\u7edf\u8ba1\u63a8\u65ad\u65b9\u6cd5 | \u590d\u6742\u6027\u79d1\u5b66\u9876\u520a\u7cbe\u90098\u7bc7"},"content":{"rendered":"
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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\u5e744\u670811\u65e5-4\u670817\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><\/strong><\/p>\n

1\u3001\u6839\u636e\u6a21\u578b\u4e0d\u786e\u5b9a\u6027\u6bd4\u8f83\u7edf\u8ba1\u63a8\u65ad\u65b9\u6cd5<\/span><\/strong><\/p>\n

2\u3001\u586b\u6599\u5835\u585e\u4e2d\u5851\u6027\u4e8b\u4ef6\u4e0e\u7a7a\u95f4\u7ef4\u5ea6\u5c40\u90e8\u7ed3\u6784\u7684\u76f8\u5173\u6027<\/span><\/strong><\/p>\n

3\u3001\u793e\u4f1a\u5173\u7cfb\u9884\u6d4b\u591a\u7ef4\u81ea\u7531\u653e\u517b\u7075\u957f\u7c7b\u793e\u4f1a\u4e2d\u7684\u5927\u8111\u7ed3\u6784<\/span><\/strong><\/p>\n

4\u3001\u4f53\u7ec6\u80de\u7a81\u53d8\u7387\u968f\u54fa\u4e73\u52a8\u7269\u7684\u5bff\u547d\u800c\u53d8\u5316<\/span><\/strong><\/p>\n

5\u3001\u5229\u7528\u9ad8\u5206\u8fa8\u7387\u63a5\u89e6\u7f51\u7edc\u8bc4\u4f30 SARS-CoV-2 \u5728\u5927\u89c4\u6a21\u591a\u65e5\u4e8b\u4ef6\u4e2d\u7684\u4f20\u64ad\u548c\u63a7\u5236<\/span><\/strong><\/p>\n

6\u3001\u57fa\u4e8e\u56fe\u795e\u7ecf\u7f51\u7edc\u4ece\u5355\u7ec6\u80de ATAC-seq \u6570\u636e\u63a8\u65ad\u8f6c\u5f55\u56e0\u5b50\u8c03\u63a7\u7f51\u7edc<\/span><\/strong><\/p>\n

7\u3001\u68ee\u6797\u780d\u4f10\u5f15\u8d77\u7684\u6c14\u5019\u53d8\u5316\u51cf\u5c11\u4e86\u5269\u4f59\u70ed\u5e26\u68ee\u6797\u7684\u78b3\u50a8\u5b58\u91cf<\/span><\/strong><\/p>\n

8\u3001\u7528\u65e0\u9650\u5bbd\u5ea6\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u77e9\u9635\u8865\u5168\u7684\u7b80\u5355\u3001\u5feb\u901f\u3001\u7075\u6d3b\u6846\u67b6<\/span><\/strong><\/p>\n


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\u8bba\u6587\u9898\u76ee\uff1aComparing Methods for Statistical Inference With Model Uncertainty<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/full\/10.1073\/pnas.2120737119<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u6982\u7387\u6a21\u578b\u7528\u4e8e\u8bb8\u591a\u7edf\u8ba1\u4efb\u52a1\uff0c\u7279\u522b\u662f\u53c2\u6570\u4f30\u8ba1\u3001\u533a\u95f4\u4f30\u8ba1\u3001\u6a21\u578b\u53c2\u6570\u63a8\u65ad\u3001\u70b9\u9884\u6d4b\u548c\u533a\u95f4\u9884\u6d4b\u3002\u56e0\u6b64\uff0c\u9009\u62e9\u4e00\u4e2a\u7edf\u8ba1\u6a21\u578b\u5e76\u8003\u8651\u8fd9\u4e2a\u9009\u62e9\u5173\u8054\u7684\u4e0d\u786e\u5b9a\u6027\u662f\u79d1\u5b66\u7814\u7a76\u8fc7\u7a0b\u7684\u91cd\u8981\u90e8\u5206\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5173\u6ce8\u5305\u542b\u5728\u7ebf\u6027\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u53d8\u91cf\u9009\u62e9\u95ee\u9898\u3002\u5df2\u7ecf\u6709\u5305\u62ec\u8d1d\u53f6\u65af\u548c\u60e9\u7f5a\u4f3c\u7136\u65b9\u6cd5<\/span>\uff08penalized likelihood method\uff09<\/span>\u5728\u5185\u7684\u8bb8\u591a\u65b9\u6cd5\u88ab\u63d0\u51fa\uff0c\u4f46\u4e0d\u540c\u65b9\u6cd5\u4e4b\u95f4\u5c11\u6709\u5256\u6790\u6bd4\u8f83\u3002\u6211\u4eec\u901a\u8fc7\u5bc6\u5207\u57fa\u4e8e\u771f\u5b9e\u6570\u636e\u96c6\u7684\u5e7f\u6cdb\u6a21\u62df\u7814\u7a76\uff0c\u6bd4\u8f83\u4e8621\u79cd\u6700\u6d41\u884c\u7684\u65b9\u6cd5\uff0c\u8fd9\u4e9b\u6570\u636e\u96c6\u6db5\u76d6\u4e86\u5b9e\u9645\u6570\u636e\u5206\u6790\u4e2d\u9047\u5230\u7684\u4e00\u7cfb\u5217\u60c5\u51b5\u3002\u4e09\u79cd\u81ea\u9002\u5e94\u8d1d\u53f6\u65af\u6a21\u578b\u5e73\u5747<\/span>\uff08Bayesian model averaging\uff0cBMA\uff09<\/span>\u65b9\u6cd5\u5728\u6240\u6709\u7edf\u8ba1\u4efb\u52a1\u4e2d\u8868\u73b0\u6700\u4f73\u3002\u8fd9\u4e9b\u53c2\u6570\u4f7f\u7528Zellner\u7684g-prior\u7684\u81ea\u9002\u5e94\u7248\u672c\uff0c\u5176\u4e2d\u5148\u9a8c\u65b9\u5dee\u53c2\u6570g\u662f\u6837\u672c\u5927\u5c0f\u7684\u51fd\u6570\u6216\u6839\u636e\u6570\u636e\u4f30\u8ba1\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u5bf9\u4e8e\u4f7f\u7528\u9a6c\u5c14\u53ef\u592b\u94fe\u8499\u7279\u5361\u7f57\u5b9e\u73b0\u7684BMA\u65b9\u6cd5\uff0c10,000\u6b21\u8fed\u4ee3\u5373\u63a5\u8fd1\u6536\u655b\u3002\u5728\u8ba1\u7b97\u4e0a\uff0c\u6211\u4eec\u53d1\u73b0\u4e09\u79cd\u6700\u4f73\u65b9\u6cd5\u4e2d\u7684\u4e24\u79cd<\/span>\uff08g=\u221an \u548c EBlocal\u7684BMA\uff09<\/span>\u80fd\u591f\u6bd4\u62df\u6700\u5c0f\u7edd\u5bf9\u503c\u6536\u655b\u548c\u9009\u62e9\u7b97\u5b50\u6a21\u578b<\/span>\uff08LASSO\uff09<\/span>\uff0c\u800cLASSO\u901a\u5e38\u56e0\u4e3a\u5176\u8ba1\u7b97\u6548\u7387\u88ab\u4f5c\u4e3a\u9996\u9009\u7684\u53d8\u91cf\u9009\u62e9\u6280\u672f\u3002BMA\u7684\u8868\u73b0\u4f18\u4e8e\u8d1d\u53f6\u65af\u6a21\u578b\u9009\u62e9<\/span>\uff08\u5176\u4e2d\u53ea\u9009\u62e9\u4e86\u4e00\u4e2a\u6a21\u578b\uff09<\/span>\u3002<\/span><\/section>\n

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2.\u5835\u585e\u5bc6\u5806\u4e2d\u5851\u6027\u4e8b\u4ef6<\/strong><\/span><\/p>\n

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\u8bba\u6587\u9898\u76ee\uff1aCorrelation of Plastic Events With Local Structure in Jammed Packings Across Spatial Dimensions<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/abs\/10.1073\/pnas.2119006119<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u56fe\uff1a\u4ece\u62df\u5408\u4e2d\u63d0\u53d6\u7684\u76f8\u5173\u957f\u5ea6\u4e0e\u76f8\u5173\u51fd\u6570\u7684\u521d\u59cb\u6307\u6570\u8870\u51cf\u4f5c\u4e3a\u538b\u529b\u7684\u51fd\u6570\u3002\u57282d\u548c3d\uff0c\u76f8\u5173\u957f\u5ea6\u5dee\u5f02\u8f83\u5927\uff1b\u5728 d = 4, 5 \u65f6\uff0c\u5b83\u4eec\u770b\u8d77\u6765\u51e0\u4e4e\u76f8\u7b49\u3002\u6240\u6709\u76f8\u5173\u957f\u5ea6\u4f3c\u4e4e\u90fd\u968f\u7740\u7a7a\u95f4\u7ef4\u5ea6\u7684\u589e\u52a0\u800c\u51cf\u5c0f\u3002\u9ed1\u8272\uff0c2d\uff1b\u84dd\u8272\uff0c3d\uff1b\u7eff\u8272\uff0c4d\uff1b\u7ea2\u8272\uff0c5d\u3002<\/span><\/p>\n


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3.\u793e\u4f1a\u5173\u7cfb\u9884\u6d4b\u591a\u7ef4\u81ea\u7531\u653e\u517b<\/strong><\/span><\/p>\n

\u7075\u957f\u7c7b\u793e\u4f1a\u4e2d\u7684\u5927\u8111\u7ed3\u6784<\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aSocial connections predict brain structure in a multidimensional free-ranging primate society<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aScience Advances<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.science.org\/doi\/10.1126\/sciadv.abl5794<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u5927\u591a\u6570\u7075\u957f\u7c7b\u52a8\u7269\u7684\u7e41\u6b96\u548c\u751f\u5b58\u53cd\u6620\u4e86\u5bf9\u7ade\u4e89\u548c\u5408\u4f5c\u5173\u7cfb\u7684\u7ba1\u7406\u3002\u672c\u7bc7\u6587\u7ae0\u7814\u7a76\u4e86\u81ea\u7531\u653e\u517b\u7684\u6052\u6cb3\u7334\u7684\u8111\u90e8\u89e3\u5256\u7ed3\u6784\u548c\u793e\u4f1a\u6027\u4e4b\u95f4\u7684\u8054\u7cfb\u3002\u5728\u6210\u5e74\u7334\u4e2d\u53d1\u73b0\uff0c\u793e\u4f1a\u4f19\u4f34\u7684\u6570\u91cf\u53ef\u4ee5\u7528\u6765\u9884\u6d4b\u989e\u4e2d\u4e0a\u6c9f<\/span>\uff08mid-superior temporal sulcus, mid-STS\uff09<\/span>\u548c\u8179\u4fa7\u65e0\u9897\u7c92\u8111\u5c9b<\/span>\uff08ventral-dysgranular insula, vd-insula\uff09<\/span>\u7684\u4f53\u79ef\uff0c\u800c\u8fd9\u4e8c\u8005\u5206\u522b\u4e0e\u793e\u4f1a\u51b3\u7b56\u548c\u79fb\u60c5\u529f\u80fd\u6709\u5173\u3002\u4f46\u662f\u672a\u53d1\u73b0\u6210\u5e74\u6052\u6cb3\u7334\u7684\u5927\u8111\u7ed3\u6784\u4e0e\u5176\u793e\u4f1a\u5730\u4f4d\u6216\u4eba\u9645\u8054\u7cfb\u7b49\u5173\u952e\u7684\u793e\u4f1a\u6027\u8bc4\u4ef7\u53d8\u91cf\u4e4b\u95f4\u5b58\u5728\u8054\u7cfb\u3002\u53e6\u5916\uff0c\u5e7c\u5e74\u6052\u6cb3\u7334\u7684\u5927\u8111\u7ed3\u6784\u4e0e\u6bcd\u4eb2\u7684\u793e\u4ea4\u7f51\u7edc\u6216\u793e\u4f1a\u5730\u4f4d\u4e4b\u95f4\u4e5f\u6ca1\u6709\u8054\u7cfb\u3002\u8fd9\u4e9b\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u7279\u5b9a\u5927\u8111\u7ed3\u6784\u7684\u5927\u5c0f\u53cd\u6620\u793e\u4f1a\u4e2d\u76f4\u63a5\u5173\u7cfb\u7684\u6570\u91cf\u53d8\u5316\uff0c\u5e76\u4e14\u8fd9\u79cd\u5173\u8054\u53ef\u80fd\u5728\u53d1\u80b2\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u3002\u8be5\u7814\u7a76\u7ed3\u679c\u6709\u529b\u8bc1\u660e\u4e86\u793e\u4ea4\u7f51\u7edc\u89c4\u6a21\u3001\u751f\u7269\u6f14\u5316\u7684\u6210\u529f\u548c\u7279\u5b9a\u795e\u7ecf\u73af\u8def\u4e4b\u95f4\u7684\u8054\u7cfb\u3002<\/span><\/section>\n

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\u56fe\uff1a\u793e\u4f1a\u7f51\u7edc\u5927\u5c0f\u4e0e\u6210\u5e74\u6052\u6cb3\u7334\u4e2a\u4f53\u989e\u4e2d\u4e0a\u6c9f\u548c\u8179\u4fa7\u65e0\u9897\u7c92\u8111\u5c9b\u4f53\u79ef\u5448\u6b63\u76f8\u5173\u3002\uff08A\uff09\u5c55\u793a\u4e86\u6240\u7814\u7a76\u6052\u6cb3\u7334\u7fa4\u4f53\u7684\u793e\u4f1a\u7f51\u7edc\u7ed3\u6784\uff0c\u5176\u4e2d\u7d2b\u7ea2\u8272\u5706\u5708\u8868\u793a\u96cc\u6027\uff0c\u84dd\u7eff\u8272\u5706\u5708\u8868\u793a\u96c4\u6027\uff0c\u5173\u7cfb\u5f3a\u5f31\u7528\u6709\u5411\u7ebf\u6bb5\u7684\u989c\u8272\u6df1\u6d45\u6765\u8868\u5f81\uff0c\u800c\u6bcf\u4e2a\u4e2a\u4f53\u7684\u793e\u4ea4\u7f51\u7edc\u5927\u5c0f\u5219\u901a\u8fc7\u5706\u5708\u5927\u5c0f\u6765\u76f4\u89c2\u5448\u73b0\u3002\uff08B\uff09\u548c\uff08C\uff09\u5219\u5206\u522b\u5c55\u793a\u4e86\u7fa4\u4f53\u4e2d\u6210\u5e74\u4e2a\u4f53\u7684\u5de6\u534a\u7403MRI\u7ed3\u679c\uff0c\u7814\u7a76\u53d1\u73b0\u91c7\u7528\u4eb2\u5bc6\u6027\u3001\u4e2d\u95f4\u6027\u3001\u4e2d\u5fc3\u6027\uff08closeness, betweenness, eigenvector centrality\uff09\u4e09\u4e2a\u6307\u6807\u8fdb\u884c\u8bc4\u4f30\u793e\u4ea4\u7f51\u7edc\u5927\u5c0f\u4e0e\u989e\u4e2d\u4e0a\u6c9f\u548c\u8179\u4fa7\u65e0\u9897\u7c92\u8111\u5c9b\u7684\u76f8\u5bf9\u4f53\u79ef\u5448\u6b63\u76f8\u5173\u3002<\/span><\/p>\n


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4.\u4f53\u7ec6\u80de\u7a81\u53d8\u7387<\/strong><\/span><\/p>\n

\u968f\u54fa\u4e73\u52a8\u7269\u7684\u5bff\u547d\u800c\u53d8\u5316<\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aSomatic mutation rates scale with lifespan across mammals<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41586-022-04618-z<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u5bf9\u4e8e\u4eba\u7c7b\u4e4b\u5916\u7684\u751f\u7269\uff0c\u6b63\u5e38\u7ec4\u7ec7\u4e2d\u7684\u4f53\u7ec6\u80de\u7a81\u53d8\u7387\u548c\u6a21\u5f0f\u5f88\u5927\u7a0b\u5ea6\u4e0a\u662f\u672a\u77e5\u7684\u3002\u6bd4\u8f83\u5206\u6790\u53ef\u4ee5\u63ed\u793a\u7269\u79cd\u95f4\u7a81\u53d8\u7684\u591a\u6837\u6027\uff0c\u4ee5\u53ca\u5173\u4e8e\u4f53\u7ec6\u80de\u7a81\u53d8\u7387\u7684\u6f14\u5316\u89c4\u5f8b\u53ca\u5176\u5728\u764c\u75c7\u548c\u8870\u8001\u4e2d\u53d1\u6325\u7684\u4f5c\u7528\u3002\u6211\u4eec\u5bf956\u4e2a\u4e2a\u4f53\u7684208\u4e2a\u80a0\u9690\u7a9d\u8fdb\u884c\u4e86\u5168\u57fa\u56e0\u7ec4\u6d4b\u5e8f\uff0c\u7814\u7a7616\u79cd\u54fa\u4e73\u52a8\u7269\u7684\u4f53\u7ec6\u80de\u7a81\u53d8\u60c5\u51b5\u3002\u6211\u4eec\u53d1\u73b0\u6240\u6709\u7269\u79cd\u7684\u4f53\u7ec6\u80de\u7a81\u53d8\u90fd\u662f\u7531\u770b\u4f3c\u5185\u6e90\u7684\u7a81\u53d8\u8fc7\u7a0b\u63a7\u5236\u7684\uff0c\u5305\u62ec5-\u7532\u57fa\u80de\u5627\u5576\u8131\u6c28\u57fa\u548c\u6c27\u5316\u635f\u4f24\u3002\u867d\u7136\u6bcf\u4e2a\u7279\u5f81\u7684\u76f8\u5bf9\u8d21\u732e\u56e0\u7269\u79cd\u800c\u5f02\uff0c\u4f46\u662f\u5176\u4ed6\u7269\u79cd\u7684\u7a81\u53d8\u7279\u5f81\u4e0e\u4eba\u7c7b\u7684\u76f8\u4f3c\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6bcf\u5e74\u7684\u4f53\u7ec6\u80de\u7a81\u53d8\u7387\u5728\u4e0d\u540c\u7269\u79cd\u4e4b\u95f4\u5dee\u5f02\u5f88\u5927\uff0c\u5e76\u4e14\u4e0e\u7269\u79cd\u5bff\u547d\u5448\u5f3a\u70c8\u7684\u53cd\u6bd4\u5173\u7cfb\uff0c\u6ca1\u6709\u5176\u4ed6\u751f\u6d3b\u53f2\u76f8\u5173\u7684\u6027\u72b6\u7684\u7814\u7a76\u663e\u793a\u51fa\u76f8\u5f53\u6c34\u5e73\u7684\u76f8\u5173\u6027\u3002\u5c3d\u7ba1\u6211\u4eec\u7814\u7a76\u7684\u7269\u79cd\u7684\u751f\u547d\u53f2\u5dee\u5f02\u5f88\u5927\uff0c\u5305\u62ec\u5bff\u547d\u5dee\u5f02\u7ea630\u500d\u3001\u4f53\u91cd\u53d8\u5316\u7ea640,000\u500d\uff0c\u4f46\u5bff\u547d\u672b\u671f\u7684\u4f53\u7ec6\u80de\u7a81\u53d8\u8d1f\u62c5\u53ea\u76f8\u5dee3\u500d\u3002\u8fd9\u4e9b\u6570\u636e\u63ed\u793a\u4e86\u54fa\u4e73\u52a8\u7269\u4e2d\u666e\u904d\u7684\u7a81\u53d8\u8fc7\u7a0b\uff0c\u5e76\u8868\u660e\u4f53\u7ec6\u80de\u7a81\u53d8\u7387\u53d7\u5230\u6f14\u5316\u7684\u9650\u5236\uff0c\u53ef\u80fd\u662f\u8870\u8001\u7684\u4e00\u4e2a\u5f71\u54cd\u56e0\u7d20\u3002<\/span><\/section>\n

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\u56fe\uff1a\u4e0d\u540c\u52a8\u7269\u7684\u4f53\u7ec6\u80de\u7a81\u53d8\u6570\u76ee\u968f\u5e74\u9f84\u5448\u7ebf\u6027\u589e\u957f<\/span><\/section>\n

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5.\u5229\u7528\u9ad8\u5206\u8fa8\u7387\u63a5\u89e6\u7f51\u7edc\u8bc4\u4f30<\/strong><\/span><\/p>\n

SARS-CoV-2<\/strong><\/span><\/p>\n

\u5728\u5927\u89c4\u6a21\u591a\u65e5\u4e8b\u4ef6\u4e2d\u7684\u4f20\u64ad\u548c\u63a7\u5236<\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aUsing high-resolution contact networks to evaluate SARS-CoV-2 transmission and control in large-scale multi-day events<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-022-29522-y<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u968f\u7740\u5404\u56fd\u9010\u6b65\u6062\u590d\u65b0\u51a0\u75ab\u60c5\u524d\u7684\u5404\u79cd\u6d3b\u52a8\uff0c\u7279\u522b\u662f\u6301\u7eed\u591a\u65e5\u7684\u5927\u89c4\u6a21\u6d3b\u52a8\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u9ad8\u4f20\u67d3\u6027 SARS-CoV-2\u53d8\u79cd\u7684\u51fa\u73b0\u4f7f\u6211\u4eec\u4e0d\u5f97\u4e0d\u91cd\u65b0\u8bc4\u4f30\u65e5\u76ca\u589e\u52a0\u7684\u793e\u4f1a\u63a5\u89e6\u6240\u5e26\u6765\u7684\u75be\u75c5\u98ce\u9669\u3002\u4e3a\u4e86\u7814\u7a76\u5728\u4e0d\u540c\u7684\u6d3b\u52a8\u73af\u5883\u4e2d\u5f62\u6210\u7684\u793e\u4f1a\u63a5\u89e6\u5982\u4f55\u5f71\u54cd\u63a7\u5236\u65b0\u51a0\u75c5\u6bd2\u5fb7\u5c14\u5854\u4e9a\u578b\u5e26\u6765\u7684\u75ab\u60c5\u6240\u9700\u5e72\u9884\u63aa\u65bd\uff0c\u7814\u7a76\u6536\u96c6\u4e86\u6e38\u8f6e\u4e0a\u4e58\u5ba2\u548c\u8239\u5458\u4e4b\u95f4\u7684\u9ad8\u5206\u8fa8\u7387\u63a5\u89e6\u6570\u636e\uff0c\u5e76\u5c06\u4e4b\u4e0e\u7f51\u7edc\u4f20\u64ad\u6a21\u578b\u76f8\u7ed3\u5408\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u4e58\u5ba2\u6bcf\u5929\u7684\u5bc6\u5207\u63a5\u89e6\u8005\u6570\u91cf\u7684\u4e2d\u4f4d\u6570\u4e3a20<\/span>\uff08\u56db\u5206\u4f4d\u8ddd\u4e3a10-36\uff09<\/span>\uff0c\u5176\u4e2d\u8d85\u8fc760%\u7684\u63a5\u89e6\u4e8b\u4ef6\u53d1\u751f\u5728\u9910\u996e\u6216\u8fd0\u52a8\u573a\u6240\uff0c\u8fd9\u4e9b\u573a\u6240\u6d89\u53ca\u7684\u6d3b\u52a8\u5f80\u5f80\u65e0\u6cd5\u4fdd\u8bc1\u4e00\u76f4\u4f69\u6234\u53e3\u7f69\u3002\u7814\u7a76\u6a21\u62df\u75ab\u60c5\u66b4\u53d1\u5e76\u53d1\u73b0\uff0c\u75ab\u82d7\u63a5\u79cd\u8986\u76d6\u7387\u548c\u5feb\u901f\u6297\u539f\u68c0\u6d4b\u7684\u6548\u679c\u6bd4\u5355\u72ec\u4f7f\u7528\u53e3\u7f69\u7684\u6548\u679c\u66f4\u597d\u3002\u8fd9\u8868\u660e\u5728\u75ab\u82d7\u65f6\u4ee3\uff0c\u9488\u5bf9\u5fb7\u5c14\u5854\u91c7\u53d6\u8054\u5408\u5e72\u9884\u63aa\u65bd\u4ee5\u964d\u4f4e\u4e8b\u4ef6\u98ce\u9669\u7684\u91cd\u8981\u6027\u3002<\/span><\/section>\n

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\u56fe\uff1a\uff08a\uff09\u662f\u6a21\u62df\u75ab\u60c5\u66b4\u53d1\u7684\u6548\u679c\u56fe\uff0c\u5047\u8bbe\u5176\u4e2d\u6709\u4e00\u540d\u75c5\u4f8b\uff0c\u89c2\u5bdf\u4f20\u64ad\u60c5\u51b5\uff0c\u89c2\u5bdf\u52307\u5929\u540e\u5e73\u5747\u4f1a\u611f\u67d310\u4e2a\u4eba\uff08\u56db\u5206\u4f4d\u8ddd\u4e3a3-23\uff09\uff0c\u800c\u5176\u4ed6\u4eba\u5219\u4f1a\u57287\u5929\u540e\u624d\u8868\u73b0\u51fa\u75c7\u72b6\u3002\u6548\u679c\u56fe\u4e2d\u7684\u611f\u67d3\u75c5\u4f8b\u7528\u653e\u5927\u7684\u8282\u70b9\u8868\u793a\uff0c\u7ea2\u8272\u66f2\u7ebf\u7bad\u5934\u8868\u793a\u75be\u75c5\u4f20\u64ad\u3002\uff08b\uff09\u5219\u63a7\u5236\u4e86\u5e72\u9884\u63aa\u65bd\u53d8\u91cf\uff0c\u5206\u522b\u4e3a\u65e0\u5e72\u9884\u63aa\u65bd\u3001\u6838\u9178\u68c0\u6d4b\u3001\u6297\u539f\u68c0\u6d4b\u3001\u4f69\u6234\u53e3\u7f69\u548c\u75ab\u82d7\u63a5\u79cd\uff0c\u5e76\u5c55\u793a\u4e86\u4e94\u79cd\u60c5\u51b5\u4e0b\u7684\u66b4\u53d1\u89c4\u6a21\u6a21\u62df\u7684\u6bd4\u4f8b\u3002\uff08c\uff09\u7684\u5404\u79cd\u989c\u8272\u66f2\u7ebf\u8868\u793a\u4f69\u6234\u53e3\u7f69\u4e0e\u672a\u4f69\u6234\u53e3\u7f69\u60c5\u51b5\u4e0b\uff0c\u4e0d\u540c\u75ab\u82d7\u63a5\u79cd\u8986\u76d6\u7387\u4e0b\uff0c\u65e0\u68c0\u6d4b\u63aa\u65bd\u3001\u6838\u9178\u68c0\u6d4b\u548c\u6297\u539f\u68c0\u6d4b\u4e09\u79cd\u68c0\u6d4b\u63aa\u65bd\u7684\u9884\u671f\u66b4\u53d1\u89c4\u6a21\uff0c\u53ef\u4ee5\u53d1\u73b0\u5728\u91c7\u7528\u6838\u9178\u68c0\u6d4b\u6216\u6297\u539f\u68c0\u6d4b\u7684\u60c5\u51b5\u4e0b\uff0c\u662f\u5426\u4f69\u6234\u53e3\u7f69\u7684\u5dee\u5f02\u6027\u4e0d\u5982\u65e0\u68c0\u6d4b\u63aa\u65bd\u7684\u5dee\u5f02\u660e\u663e\u3002\uff08d\uff09\u8fdb\u4e00\u6b65\u5c55\u793a\u4e86\u56feC\u4e2d\u516d\u79cd\u60c5\u51b5\u768495\u5206\u4f4d\u6570\u7684\u66b4\u53d1\u89c4\u6a21\u3002<\/span><\/p>\n


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6.\u57fa\u4e8e\u56fe\u795e\u7ecf\u7f51\u7edc<\/strong><\/span><\/p>\n

\u4ece\u5355\u7ec6\u80deATAC-seq\u6570\u636e<\/strong><\/span><\/p>\n

\u63a8\u65ad\u8f6c\u5f55\u56e0\u5b50\u8c03\u63a7\u7f51\u7edc<\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aInferring transcription factor regulatory networks from single-cell ATAC-seq data based on graph neural networks<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Machine Intelligence<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s42256-022-00469-5<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u5e8f\u5217\u7279\u5f02\u8f6c\u5f55\u56e0\u5b50<\/span>\uff08Transcription Factor, TF\uff09<\/span>\u662f\u771f\u6838\u751f\u7269\u57fa\u56e0\u63a7\u5236\u7684\u5173\u952e\u6548\u5e94\u56e0\u5b50\uff0c\u8c03\u63a7\u6210\u767e\u4e0a\u5343\u4e2a\u4e0b\u6e38\u57fa\u56e0\u3002\u7279\u522b\u6709\u8da3\u7684\u662f\u7531\u4e00\u4e2a\u7279\u5b9a\u7684\u8f6c\u5f55\u56e0\u5b50\u8c03\u63a7\u5176\u4ed6\u8f6c\u5f55\u56e0\u5b50\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u5373\u8f6c\u5f55\u56e0\u5b50\u8c03\u8282\u7f51\u7edc<\/span>\uff08TF regulatory network, TRN\uff09<\/span>\uff0c\u8fd9\u4e5f\u662f\u7ec6\u80de\u8eab\u4efd\u548c\u4e3b\u8981\u529f\u80fd\u7684\u57fa\u7840\u3002\u67d3\u8272\u8d28\u53ef\u53ca\u6027<\/span>\uff08Chromatin Accessibility\uff09<\/span>\u63cf\u8ff0\u4e86DNA\u5e8f\u5217\u662f\u5426\u5728\u7269\u7406\u4e0a\u53ef\u53ca\uff0c\u5e76\u63d0\u4f9b\u4e86\u76f4\u63a5\u6d4b\u91cf\u8f6c\u5f55\u8c03\u8282\u7684\u4e00\u79cd\u65b9\u6cd5\u3002\u5f97\u76ca\u4e8e\u8d8a\u6765\u8d8a\u591a\u7684\u67d3\u8272\u8d28\u53ef\u53ca\u6027\u6570\u636e\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u8fdb\u5c55\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u540d\u4e3aDeepTFni\u7684\u8ba1\u7b97\u65b9\u6cd5\uff0c\u5229\u7528\u67d3\u8272\u8d28\u53ef\u53ca\u6027\u5355\u7ec6\u80de\u5206\u6790<\/span>\uff08scATAC-seq\uff09<\/span>\u6570\u636e\u63a8\u65ad\u8f6c\u5f55\u56e0\u5b50\u8c03\u8282\u7f51\u7edc\u3002\u6211\u4eec\u91c7\u7528\u4e86\u66f4\u9002\u7528\u4e8e\u8868\u793a\u7f51\u7edc\u7684\u56fe\u795e\u7ecf\u7f51\u7edc<\/span>\uff08graph neural network\uff09<\/span>\uff0cDeepTFni\u80fd\u591f\u901a\u8fc7\u6709\u9650\u7684\u7ec6\u80de\u6570\u51fa\u8272\u5730\u5b8c\u6210\u8f6c\u5f55\u56e0\u5b50\u8c03\u8282\u7f51\u7edc\u7684\u63a8\u65ad\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0cDeepTFni\u5e2e\u52a9\u6211\u4eec\u627e\u5230\u4e86\u7ec4\u7ec7\u53d1\u80b2\u548c\u80bf\u7624\u53d1\u751f\u4e2d\u7684\u67a2\u7ebd\u8f6c\u5f55\u56e0\u5b50\uff0c\u5e76\u53d1\u73b0mRNA\u6c34\u5e73\u65e0\u663e\u8457\u5dee\u5f02\u7684\u60c5\u51b5\u4e0b\uff0c\u8bb8\u591a\u6df7\u5408\u8868\u578b\u7684\u6025\u6027\u767d\u8840\u75c5\u76f8\u5173\u57fa\u56e0\u8f6c\u5f55\u56e0\u5b50\u8c03\u8282\u7f51\u7edc\u5b9e\u9645\u4e0a\u53d1\u751f\u4e86\u663e\u8457\u6539\u53d8\u3002DeepTFni<\/span>\uff08http:\/\/deeptfni.sysomics.com\/\uff09<\/span>\u6613\u4e8e\u4f7f\u7528\uff0c\u5e76\u4e3a\u51e0\u79cd\u4e3b\u6d41\u7684\u7ec6\u80de\u7cfb\u63d0\u4f9b\u4e86\u9884\u6d4b\u7684\u8f6c\u5f55\u56e0\u5b50\u8c03\u8282\u7f51\u7edc\u3002<\/span><\/section>\n

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\u56fe\uff1aDeepTFni\u5de5\u4f5c\u6d41\u7a0b\u793a\u610f\u56fe\u3002\uff08a\uff09\u5c55\u793a\u4e86DeepTFni\u5c06\u6765\u81ea scATAC-seq \u6570\u636e\u7684\u5cf0\u503c\u4e0e\u7ec6\u80de\u77e9\u9635\u4f5c\u4e3a\u8f93\u5165\uff0c\u8fd9\u5305\u62ec\u4e09\u4e2a\u6b65\u9aa4\u3002\u7b2c\u4e00\u6b65\u662f\u6784\u5efa\u8f6c\u5f55\u56e0\u5b50\u8c03\u8282\u7f51\u7edc\u9aa8\u67b6\uff0c\u7531\u4e00\u7ec4\u5177\u6709\u6700\u5927\u4f3c\u7136\u6027\u7684\u8f6c\u5f55\u56e0\u5b50\u4e92\u4f5c\uff08TF-TF interaction, link\uff09\u7ec4\u6210\u3002\u63a8\u5b9a\u7684\u8f6c\u5f55\u56e0\u5b50\u4e92\u4f5c\u5b9a\u4e49\u4e3a\u67d0\u4e2a\u8f6c\u5f55\u56e0\u5b50\u7ed3\u6784\u57df\u51fa\u73b0\u5728\u53e6\u4e00\u4e2a\u8f6c\u5f55\u56e0\u5b50\u7684\u53ef\u53ca\u542f\u52a8\u5b50\u4e2d\uff0c\u5e76\u4e14\u4f7f\u7528\u521d\u59cb\u90bb\u63a5\u77e9\u9635\u8868\u793a\u8f6c\u5f55\u56e0\u5b50\u8c03\u8282\u7f51\u7edc\u9aa8\u67b6\u3002\u7b2c\u4e8c\u6b65\u662f\u8ba1\u7b97\u6bcf\u4e2a\u5355\u5143\u683c\u4e2d\u6bcf\u4e2a\u8f6c\u5f55\u56e0\u5b50\u7684RP\u8282\u70b9\u7279\u5f81\u3002\uff08b\uff09\uff08c\uff09\u5c55\u793a\u4e86\u5bf9\u4e8e\u6240\u6709\u751f\u6210\u8f6c\u5f55\u56e0\u5b50\u8c03\u8282\u7f51\u7edc\u9aa8\u67b6\u5206\u4e3a\u975e\u91cd\u53e0\u96c6\u8fdb\u884c\u8bad\u7ec3\u548c\u6d4b\u8bd5\u3002\u6a21\u578b\u8bad\u7ec3\u7684\u7b2c\u4e09\u6b65\u9996\u5148\u662f\u5c06\u5177\u6709\u6240\u6709\u8282\u70b9\u7279\u5f81\u7684\u4e92\u4f5c\u8f93\u5165\u5230 VGAE \u6a21\u578b\u3002\uff08c\uff09\u4e2d\u7684\u03c6 (\u00b7) \u8868\u793alogistic sigmoid \u51fd\u6570\uff0cT\u8868\u793a\u8f6c\u7f6e\u64cd\u4f5c\u3002\uff08d\uff09\u662f\u8bad\u7ec3\u8f93\u51fa\u7684\u65b0\u7684\u8f6c\u5f55\u56e0\u5b50\u8c03\u8282\u7f51\u7edc\uff0c\u7ea2\u8272\u7ebf\u6bb5\u8868\u793a\u8f6c\u5f55\u56e0\u5b50\u4e92\u4f5c\u3002\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u8f93\u51fa\u5e94\u8be5\u80fd\u591f\u8fd8\u539f\u5927\u90e8\u5206\u6d4b\u8bd5\u4e92\u4f5c\u5e76\u63d0\u4f9b\u65b0\u7684\u9884\u6d4b\u3002<\/span><\/p>\n


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7.\u68ee\u6797\u780d\u4f10\u5f15\u8d77\u7684\u6c14\u5019\u53d8\u5316<\/strong><\/span><\/p>\n

\u51cf\u5c11\u4e86\u5269\u4f59\u70ed\u5e26\u68ee\u6797\u7684\u78b3\u50a8\u5b58\u91cf<\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aDeforestation-induced climate change reduces carbon storage in remaining tropical forests<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-022-29601-0<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u68ee\u6797\u780d\u4f10\u9020\u6210\u7684\u751f\u7269\u7269\u7406\u6548\u5e94\u5b58\u5728\u653e\u5927\u78b3\u635f\u5931\u7684\u53ef\u80fd\uff0c\u4f46\u76ee\u524d\uff0c\u8fd9\u7c7b\u6548\u5e94\u5728\u78b3\u6838\u7b97\u7cfb\u7edf\u4e2d\u7ecf\u5e38\u88ab\u5ffd\u89c6\u3002\u5728\u672c\u6587\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u5730\u7403\u7cfb\u7edf\u6a21\u578b\u6a21\u62df\u53ca\u536b\u661f\u4f30\u7b97\u5f97\u5230\u7684\u5730\u9762\u751f\u7269\u91cf<\/span>\uff08aboveground biomass\uff0cAGB\uff09<\/span>\u6765\u8bc4\u4f30\u70ed\u5e26\u68ee\u6797\u780d\u4f10\u5bf9\u4e0d\u540c\u5927\u9646\u533a\u57df\u6c14\u5019\u7684\u5f71\u54cd\u6240\u9020\u6210\u7684\u690d\u88ab\u78b3\u635f\u5931\u3002\u5728\u4e9a\u9a6c\u900a\u5730\u533a\uff0c\u68ee\u6797\u780d\u4f10\u5f15\u8d77\u7684\u6c14\u5019\u53d8\u6696\u548c\u5e72\u65f1\u5bfc\u81f4\u5730\u9762\u751f\u7269\u91cf\u989d\u5916\u635f\u5931\u8fbe\u52305.1\u00b13.7%\u3002\u751f\u7269\u7269\u7406\u6548\u5e94\u4e5f\u589e\u52a0\u4e86\u521a\u679c\u7684\u78b3\u635f\u5931\uff083.8\u00b12.5%\uff09\uff0c\u4f46\u7531\u4e8e\u70ed\u5e26\u4e9a\u6d32\u7684\u5e74\u5e73\u5747\u964d\u6c34\u91cf\u9ad8\uff0c\u4e0d\u4f1a\u5bfc\u81f4\u663e\u8457\u7684\u989d\u5916\u78b3\u635f\u5931\u3002\u8fd9\u4e9b\u53d1\u73b0\u8868\u660e\uff0c\u5728\u78b3\u6838\u7b97\u7cfb\u7edf\u4e2d\uff0c\u70ed\u5e26\u68ee\u6797\u53ef\u80fd\u88ab\u4f4e\u4f30\u4e86\uff0c\u5ffd\u89c6\u4e86\u6765\u81ea\u5730\u9762\u751f\u7269\u7269\u7406\u53d8\u5316\u7684\u6c14\u5019\u53cd\u9988\uff0c\u68ee\u6797\u780d\u4f10\u9a71\u52a8\u7684\u6c14\u5019\u53d8\u5316\u7684\u78b3-\u6c14\u5019\u6b63\u53cd\u9988\u9ad8\u4e8e\u6765\u81ea\u5316\u77f3\u71c3\u6599\u6392\u653e\u7684\u53cd\u9988\u3002<\/span><\/section>\n

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\u56fe\uff1a\uff08a-c\uff09\u663e\u793a\u4e86\u6bc1\u6797\u5f15\u8d77\u7684\u6c14\u5019\u53d8\u5316\uff08\u5e74\u5e73\u5747\u964d\u6c34\u548c\u5e74\u5e73\u5747\u6e29\u5ea6\uff09\u6240\u9020\u6210\u7684\u751f\u7269\u7269\u7406\u5730\u9762\u751f\u7269\u91cf\u53d8\u5316\u7684\u4f30\u8ba1\u503c\uff0c\u4ee5\u53ca\u5730\u9762\u751f\u7269\u91cf\u5bf9\u964d\u6c34\u548c\u6e29\u5ea6\u7684\u89c2\u6d4b\u654f\u611f\u6027\uff0c\u5982\u56fe2c\u6240\u793a\u3002\uff08d-f\uff09\u8868\u793a\uff08a-c\uff09\u7684\u76f8\u5bf9\u53d8\u5316\uff0c\u5360\u6bc1\u6797\u9020\u6210\u7684\u5730\u9762\u751f\u7269\u91cf\u76f4\u63a5\u635f\u5931\u4f30\u8ba1\u7684\u767e\u5206\u6bd4<\/span><\/p>\n


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\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u7ed3\u5408\u6bc1\u6797\u5f15\u8d77\u7684\u5e74\u5e73\u5747\u964d\u96e8\u91cf\u548c\u6c14\u6e29\u53d8\u5316\u6765\u4f30\u8ba1\u6bc1\u6797\u5bf9\u5730\u9762\u690d\u88ab\u78b3\u50a8\u91cf\u7684\u751f\u7269\u7269\u7406\u5f71\u54cd\uff0c\u8be5\u7814\u7a76\u7684\u6570\u636e\u6e90\u81ea\u4e00\u9879\u7406\u60f3\u5316\u7684\u5168\u7403\u6bc1\u6797\u5b9e\u9a8c\uff0c\u5b9e\u9a8c\u5c5e\u4e8e\u8026\u5408\u6a21\u578b\u6bd4\u5bf9\u9879\u76ee\u7b2c 6 \u9636\u6bb5<\/span>\uff08CMIP6\uff09<\/span>\u4e2d\u7684\u571f\u5730\u5229\u7528\u6a21\u578b\u6bd4\u5bf9\u9879\u76ee<\/span>\uff08LUMIP55\uff09<\/span>\uff0c\u8be5\u9879\u76ee\u4ece\u536b\u661f\u89c2\u6d4b\u6570\u636e\u4e2d\u5f97\u51fa\u6c14\u5019\u4e0e\u5730\u9762\u751f\u7269\u91cf\u50a8\u5b58\u4e4b\u95f4\u7684\u7ecf\u9a8c\u5173\u7cfb\u3002\u8be5\u6587\u7684\u5206\u6790\u5c06\u751f\u7269\u7269\u7406\u78b3\u6210\u672c\u7684\u76f8\u5bf9\u5e45\u5ea6\u4e0e\u4e09\u4e2a\u4e0d\u540c\u5927\u9646\u5730\u533a<\/span>\uff08\u4e9a\u9a6c\u900a\u3001\u521a\u679c\u548c\u4e9a\u6d32\u70ed\u5e26\u6d77\u6d0b\u5927\u9646\uff09<\/span>\u7684\u70ed\u5e26\u68ee\u6797\u780d\u4f10\u9020\u6210\u7684\u76f4\u63a5\u5730\u9762\u751f\u7269\u91cf\u635f\u5931\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002\u7814\u7a76\u4eba\u5458\u5c06\u751f\u7269\u7269\u7406\u78b3\u6210\u672c\u5b9a\u4e49\u4e3a\u7531\u68ee\u6797\u780d\u4f10\u5f15\u8d77\u7684\u6c14\u5019\u53d8\u5316\u5bfc\u81f4\u7684\u989d\u5916\u78b3\u635f\u5931\u3002\u7814\u7a76\u4eba\u5458\u8fd8\u62a5\u544a\u4e86\u78b3\u6c14\u5019\u53cd\u9988\u53c2\u6570 Gamma<\/span>\uff08\u5b9a\u4e49\u4e3a\u5730\u8868\u6c14\u6e29\u6bcf\u5347\u9ad8 1\u00b0C \u65f6\u6bcf\u4e2a\u4f4d\u7f6e\u7684\u7d2f\u79ef\u78b3\u635f\u5931\uff09<\/span>\uff0c\u5e76\u5c06\u4ec5\u7531\u70ed\u5e26\u68ee\u6797\u780d\u4f10\u7684\u751f\u7269\u7269\u7406\u6c14\u5019\u6548\u5e94\u9a71\u52a8\u7684Gamma\u4e0e\u66f4\u4f20\u7edf\u7684\u3001\u6765\u81ea\u4e8e\u4e8c\u6c27\u5316\u78b3\u589e\u52a0\u7684\u8f90\u5c04\u6548\u5e94\u6240\u5f97\u5230\u7684Gamma\u4f30\u8ba1\u503c\u8fdb\u884c\u6bd4\u8f83\u3002<\/span><\/section>\n

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8.\u7528\u65e0\u9650\u5bbd\u5ea6\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c<\/strong><\/span><\/p>\n

\u77e9\u9635\u8865\u5168\u7684\u7b80\u5355\u3001\u5feb\u901f\u3001\u7075\u6d3b\u6846\u67b6<\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aSimple, fast, and flexible framework for matrix completion with infinite width neural networks<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2115064119<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u77e9\u9635\u8865\u5168<\/span>\uff08matrix completion\uff09<\/span>\u95ee\u9898\u51fa\u73b0\u5728\u8bb8\u591a\u5e94\u7528\u4e2d\uff0c\u5305\u62ec\u63a8\u8350\u7cfb\u7edf\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u57fa\u56e0\u7ec4\u5b66\u3002\u5728\u8bb8\u591a\u8fd9\u6837\u7684\u5e94\u7528\u4e2d\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u90fd\u53d6\u5f97\u4e86\u6210\u529f\uff0c\u4f46\u7f51\u7edc\u8d8a\u6765\u8d8a\u5927\uff0c\u8ba1\u7b97\u6210\u672c\u4e5f\u76f8\u5f53\u9ad8\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5c06\u795e\u7ecf\u7f51\u7edc\u7684\u5bbd\u5ea6\u589e\u52a0\u5230\u65e0\u7a77\u5927\uff0c\u53ef\u4ee5\u63d0\u9ad8\u8ba1\u7b97\u6027\u80fd\u3002\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u7528\u4e8e\u77e9\u9635\u8865\u5168\u7684\u65e0\u9650\u5bbd\u5ea6\u7684\u795e\u7ecf\u7f51\u7edc\u6846\u67b6\uff0c\u5b83\u7b80\u5355\u3001\u5feb\u901f\u3001\u7075\u6d3b\u3002\u795e\u7ecf\u7f51\u7edc\u7684\u65e0\u9650\u5bbd\u5ea6\u6781\u9650\u548c\u795e\u7ecf\u6b63\u5207\u6838<\/span>\uff08neural tangent kernels\uff0cNTK\uff09<\/span>\u4e4b\u95f4\u7684\u8054\u7cfb\u4f7f\u6846\u67b6\u5177\u6709\u7b80\u5355\u548c\u5feb\u901f\u7684\u7279\u70b9\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u63a8\u5bfc\u51fa\u5168\u8fde\u63a5\u795e\u7ecf\u7f51\u7edc\u548c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u795e\u7ecf\u6b63\u5207\u6838\uff0c\u5e76\u5c06\u8fd9\u4e24\u79cd\u795e\u7ecf\u7f51\u7edc\u7528\u4e8e\u77e9\u9635\u8865\u5168\u3002\u7279\u5f81\u5148\u9a8c<\/span>\uff08feature prior\uff09<\/span>\u4f7f\u7f51\u7edc\u5177\u6709\u7075\u6d3b\u6027\uff0c\u5b83\u5141\u8bb8\u5bf9\u76ee\u6807\u77e9\u9635\u7684\u5750\u6807\u4e4b\u95f4\u7684\u5173\u7cfb\u8fdb\u884c\u7f16\u7801\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u7c7b\u4f3c\u4e8e\u534a\u76d1\u7763\u5b66\u4e60\u3002\u5728\u865a\u62df\u836f\u7269\u7b5b\u9009<\/span>\uff08virtual drug screening\uff09<\/span>\u548c\u56fe\u50cf\u4fee\u8865\/\u91cd\u5efa<\/span>\uff08image inpainting\/reconstruction\uff09<\/span>\u4e2d\u5f97\u5230\u4e86\u4e0d\u9519\u7684\u7ed3\u679c\uff0c\u8bc1\u660e\u4e86\u6846\u67b6\u7684\u6709\u6548\u6027\u3002\u6211\u4eec\u8fd8\u63d0\u4f9b\u4e86\u4e00\u4e2aPython\u5b9e\u73b0\uff0c\u4f7f\u6211\u4eec\u7684\u6846\u67b6\u53ef\u4ee5\u5728\u6807\u51c6\u786c\u4ef6\u4e0a\u4e3a\u5e7f\u5927\u7528\u6237\u6240\u4f7f\u7528\u3002<\/span><\/section>\n

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\u56fe\uff1a\u77e9\u9635\u8865\u5168\u5e94\u7528\u6982\u8ff0\uff0c\u5176\u4e2d\uff08a\uff09\u3001(b\uff09\u77e9\u9635\u4e2d\u7684 ? \u548c \uff08c\uff09\u3001(d\uff09\u4e2d\u7684\u96f6\uff08\u9ed1\u8272\uff09\u50cf\u7d20\u8868\u793a\u672a\u89c2\u5bdf\u5230\u7684\u5143\u7d20\u3002\uff08a\uff09\u534f\u540c\u8fc7\u6ee4\u793a\u4f8b\uff08Netflix \u95ee\u9898\uff09\uff0c\u5176\u76ee\u6807\u662f\u9884\u6d4b\u7528\u6237\u5c06\u5982\u4f55\u8bc4\u4ef7\uff08\u63091-5\u5206\u7684\u8bc4\u5206\uff09\u672a\u770b\u8fc7\u7684\u7535\u5f71\u3002\uff08b\uff09\u865a\u62df\u836f\u7269\u7b5b\u9009\uff0c\u5176\u4e2d\u7684\u95ee\u9898\u662f\u9884\u6d4b\u672a\u89c2\u5bdf\u5230\u7684\u836f\u7269\/\u7ec6\u80de\u7c7b\u578b\u7ec4\u5408\u7684\u57fa\u56e0\u8868\u8fbe\u8c31\u3002\u5728\u8fd9\u4e2a\u5e94\u7528\u4e2d\uff0c\u77e9\u9635\u7684\u4e00\u6574\u5217\u90fd\u6ca1\u6709\u88ab\u89c2\u5bdf\u5230\u3002\uff08c, d\uff09\u5bf9\u91cd\u5efa\u56fe\u50cf\u7684\u635f\u574f\u533a\u57df\uff08\u663e\u793a\u4e3a\u9ed1\u8272\u50cf\u7d20\uff09\u8fdb\u884c\u4fee\u590d\u548c\u91cd\u5efa\u3002\uff08e) \u6211\u4eec\u7684\u795e\u7ecf\u6b63\u5207\u6838\u77e9\u9635\u8865\u5168\u6846\u67b6\u5f88\u5bb9\u6613\u9002\u5e94\u89e3\u51b3\u4e0a\u8ff0\u6240\u6709\u95ee\u9898\uff0c\u56e0\u4e3a\u8be5\u6846\u67b6\u9009\u62e9\u4e86\u4e00\u4e2a\u8868\u5f81\u5d4c\u5165\u5e94\u7528\u7279\u5b9a\u5143\u6570\u636e\u7684\u5148\u9a8c\u7279\u5f81\u3002<\/span><\/p>\n


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

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

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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><\/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":33623,"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\/33928"}],"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=33928"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/33928\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/33623"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=33928"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=33928"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=33928"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=33928"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}