{"id":35666,"date":"2022-07-04T22:24:56","date_gmt":"2022-07-04T14:24:56","guid":{"rendered":"https:\/\/swarma.org\/?p=35666"},"modified":"2022-07-04T22:24:56","modified_gmt":"2022-07-04T14:24:56","slug":"%e5%9f%ba%e4%ba%8e%e7%bd%91%e7%bb%9c%e7%9a%84%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e6%96%b9%e6%b3%95%e9%a2%84%e6%b5%8b%e7%99%8c%e7%97%87%e6%82%a3%e8%80%85%e7%9a%84%e5%85%8d%e7%96%ab%e6%b2%bb%e7%96%97","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=35666","title":{"rendered":"\u57fa\u4e8e\u7f51\u7edc\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u9884\u6d4b\u764c\u75c7\u60a3\u8005\u7684\u514d\u75ab\u6cbb\u7597\u53cd\u5e94 | \u590d\u6742\u6027\u79d1\u5b66\u9876\u520a\u7cbe\u90099\u7bc7"},"content":{"rendered":"
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\u96c6\u667a\u6591\u56fe\u9876\u520a\u8bba\u6587\u901f\u9012\u680f\u76ee\u4e0a\u7ebf\u4ee5\u6765\uff0c\u6301\u7eed\u6536\u5f55\u6765\u81ea<\/span>Nature\u3001Science<\/span>\u7b49\u9876\u520a\u7684\u6700\u65b0\u8bba\u6587\uff0c\u8ffd\u8e2a\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\u3002\u73b0\u5728\u6b63\u5f0f\u63a8\u51fa\u8ba2\u9605\u529f\u80fd\uff0c\u6bcf\u5468\u901a\u8fc7\u5fae\u4fe1\u670d\u52a1\u53f7\u300c\u96c6\u667a\u6591\u56fe\u300d\u63a8\u9001\u8bba\u6587\u4fe1\u606f\u3002<\/span><\/p>\n


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\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\uff0c\u5173\u6ce8\u201c\u96c6\u667a\u6591\u56fe\u201d\u670d\u52a1\u53f7\uff0c\u5373\u53ef\u8ba2\u9605Complexity Express\uff1a<\/span>           <\/p>\n

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

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\u4ee5\u4e0b\u662f2022\u5e746\u670827\u65e5-7\u67083\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. \u57fa\u4e8e\u7f51\u7edc\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u9884\u6d4b\u764c\u75c7\u60a3\u8005\u7684\u514d\u75ab\u6cbb\u7597\u53cd\u5e94<\/span><\/strong><\/span><\/strong><\/span><\/section>\n
2. BIGDML\uff1a\u8fc8\u5411\u6750\u6599\u7684\u7cbe\u786e\u91cf\u5b50\u673a\u5668\u5b66\u4e60\u529b\u573a<\/span><\/strong><\/span><\/section>\n
3. \u57fa\u4e8e\u76f8\u4f3c\u52a0\u6743\u4ea4\u53c9\u5b66\u4e60\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u548c\u5927\u8111\u5b66\u4e60<\/span><\/strong><\/span><\/section>\n
4. \u4e2a\u4f53\u5316\u8111\u5352\u4e2d\u5168\u8111\u6a21\u578b\u795e\u7ecf\u52a8\u529b\u5b66\u4e34\u754c\u6027\u7684\u6062\u590d<\/span><\/strong><\/span><\/section>\n
5. 10 \u9879\u82f1\u56fd\u7eb5\u5411\u7814\u7a76\u548c\u7535\u5b50\u5065\u5eb7\u8bb0\u5f55\u4e2d\u7684\u957f\u671f COVID \u8d1f\u62c5\u548c\u98ce\u9669\u56e0\u7d20<\/span><\/strong><\/span><\/section>\n
6. \u957f\u8ddd\u79bb\u76f8\u4e92\u4f5c\u7528<\/span>\u5851\u9020<\/strong>\u6cbf\u6d77\u751f\u6001\u7cfb\u7edf\u7ed3\u6784\u548c\u97e7\u6027<\/span><\/strong><\/span><\/section>\n
7. \u672a\u6765\u57ce\u5e02\u5316\u5f15\u8d77\u7684\u53cd\u7167\u7387\u53d8\u5316\u52a0\u5267\u5168\u7403\u53d8\u6696<\/span><\/strong><\/span><\/strong><\/span><\/section>\n
8. \u5229\u75282021\u5e7423\u4e2a\u56fd\u5bb6\u7684\u6570\u636e\u91cd\u65b0\u5ba1\u89c6\u4e16\u754c\u5404\u5730\u5bf9\u65b0\u51a0\u75ab\u82d7\u7684\u72b9\u8c6b\u6001\u5ea6<\/span><\/strong><\/span><\/section>\n
9. \u91cf\u5b50\u5bc6\u7801\u7684\u5b89\u5168\u6027<\/span><\/strong><\/span><\/section>\n

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1.\u57fa\u4e8e\u7f51\u7edc\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5<\/strong><\/p>\n

\u9884\u6d4b\u764c\u75c7\u60a3\u8005\u7684\u514d\u75ab\u6cbb\u7597\u53cd\u5e94<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aNetwork-based machine learning approach to predict immunotherapy response in cancer patients<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1a<\/span>https:\/\/www.nature.com\/articles\/s41467-022-31535-6<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u8fc7\u53bb\u51e0\u5e74\u91cc\uff0c\u514d\u75ab\u68c0\u67e5\u70b9\u6291\u5236\u5242<\/span>\uff08ICIs\uff09<\/span>\u5927\u5927\u63d0\u9ad8\u4e86\u764c\u75c7\u60a3\u8005\u7684\u751f\u5b58\u7387\u3002\u7136\u800c\uff0c\u53ea\u6709\u5c11\u6570\u60a3\u8005\u5bf9 ICI \u6cbb\u7597\u6709\u53cd\u5e94<\/span>\uff08\u7ea6\u5360 30% \u5b9e\u4f53\u80bf\u7624\u60a3\u8005\uff09<\/span>\uff0c\u800c\u76ee\u524d\u4e0e ICI \u53cd\u5e94\u76f8\u5173\u7684\u751f\u7269\u6807\u5fd7\u7269\u5f80\u5f80\u4e0d\u80fd\u9884\u6d4b ICI \u6cbb\u7597\u53cd\u5e94\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u4e2a\u673a\u5668\u5b66\u4e60\u6846\u67b6\uff0c\u5b83\u57fa\u4e8e\u7f51\u7edc\u7684\u5206\u6790\u65b9\u6cd5\u6765\u8bc6\u522b\u548c ICI \u6cbb\u7597\u76f8\u5173\u7684\u751f\u7269\u6807\u5fd7\u7269<\/span>\uff08NetBio\uff09<\/span>\uff0c\u53ef\u4ee5\u505a\u51fa\u7a33\u5065\u7684\u9884\u6d4b\u3002\u8be5\u7814\u7a76\u6574\u7406\u4e86 700 \u591a\u4f8b ICI \u6cbb\u7597\u7684\u60a3\u8005\u6837\u672c\uff0c\u5305\u62ec\u4e34\u5e8a\u7ed3\u679c\u548c\u8f6c\u5f55\u7ec4\u6570\u636e\uff0c\u5728\u57fa\u4e8e NetBio \u7684\u9884\u6d4b\u4e2d\uff0c\u51c6\u786e\u9884\u6d4b\u4e86\u4e09\u79cd\u4e0d\u540c\u764c\u75c7\u4f1a\u5bf9 ICI \u6cbb\u7597\u53cd\u5e94\u2014\u2014\u9ed1\u8272\u7d20\u7624\u3001\u80c3\u764c\u548c\u8180\u80f1\u764c\u3002\u6b64\u5916\uff0c\u57fa\u4e8e NetBio \u7684\u9884\u6d4b\u4f18\u4e8e\u57fa\u4e8e\u5176\u4ed6\u4f20\u7edf\u751f\u7269\u6807\u5fd7\u7684\u9884\u6d4b\uff0c\u5982 ICI \u9776\u70b9\u6216\u80bf\u7624\u5fae\u73af\u5883\u76f8\u5173\u6807\u5fd7\u7269\u3002\u8fd9\u9879\u5de5\u4f5c\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u7f51\u7edc\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6709\u6548\u5730\u9009\u62e9\u514d\u75ab\u6cbb\u7597\u53cd\u5e94\u76f8\u5173\u7684\u751f\u7269\u6807\u5fd7\u7269\uff0c\u8fd9\u4e9b\u751f\u7269\u6807\u5fd7\u7269\u53ef\u4ee5\u4e3a\u7cbe\u786e\u80bf\u7624\u5b66\u505a\u51fa\u7a33\u5065\u7684\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u9884\u6d4b \u3002<\/span><\/p>\n


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\u56fe\uff1a\uff08a-d\uff09\u5229\u7528\u836f\u7269\u9776\u70b9\uff08PD-1, PD-L1 \u6216 CTLA4\uff09\u4ee5\u53ca\u57fa\u4e8e\u7f51\u7edc\u7684\u751f\u7269\u6807\u5fd7\uff08NetBio\uff09\u7684\u8868\u8fbe\u7a0b\u5ea6\u6765\u8fdb\u884c\u514d\u75ab\u6cbb\u7597\u662f\u5426\u4ea7\u751f\u53cd\u5e94\u7684\u9884\u6d4b\u3002\u7ed8\u5236\u4e86\uff08a\uff09Gide\uff0c\uff08b\uff09Liu\uff0c\uff08c\uff09Kim\uff0c\uff08d\uff09IMvigor210\uff0c\u56db\u4e2a\u6570\u636e\u96c6\u7684\u7559\u4e00\u4ea4\u53c9\u9a8c\u8bc1\uff08LOOCV\uff09\u9884\u6d4b\u7ed3\u679c\u3002\u9884\u6d4b\u53cd\u5e94\u8005\uff08Pred R\u2014\u2014\u548c\u65e0\u53cd\u5e94\u8005\uff08Pred NR\uff09\u4e0e\u89c2\u5bdf\u5230\u7684\u53cd\u5e94\u8005\uff08\u9752\u8272\uff09\u548c\u65e0\u53cd\u5e94\u8005\uff08\u6a59\u8272\uff09\u7ed8\u5236\u66f2\u7ebf\u3002\uff08e-g\uff09\u57fa\u4e8e LOOCV \u9884\u6d4b\u6709\u53cd\u5e94\u8005\u548c\u65e0\u53cd\u5e94\u8005\u7684\u603b\u751f\u5b58\u671f\u3002\u9884\u6d4b\u6709\u53cd\u5e94\u8005\u548c\u65e0\u53cd\u5e94\u8005\u5206\u522b\u7528\u7ea2\u8272\u548c\u84dd\u8272\u8868\u793a\u3002\u7edf\u8ba1\u5b66\u610f\u4e49\u91c7\u7528 log-rank \u68c0\u9a8c\u3002\u6d45\u8272\u533a\u57df\u8868\u793a\u6bcf\u4e2a\u5b58\u6d3b\u7387\u768495%\u7f6e\u4fe1\u533a\u95f4\u3002\uff08h-o\uff09\u57fa\u4e8e NetBio \u6807\u8bb0\u7684 LOOCV \u6027\u80fd\u7814\u7a76\uff1b\u57fa\u56e0\u6807\u8bb0\u7269\u5305\u62ec PD-1\u3001PD-L1 \u548c CTLA4\uff1b\u4ee5\u53ca\u57fa\u4e8e\u80bf\u7624\u5fae\u73af\u5883\uff08TME\uff09\u7684\u6807\u5fd7\u7269\uff0c\u5305\u62ecCD8T \u7ec6\u80de\u3001T \u7ec6\u80de\u8870\u7aed\u3001\u764c\u75c7\u76f8\u5173\u7684\u6210\u7ea4\u7ef4\u7ec6\u80de\uff08CAFs\uff09\u548c\u80bf\u7624\u76f8\u5173\u7684\u5de8\u566c\u7ec6\u80de\uff08TAMs\uff09\u3002Gene-Bio \u548c TME-Bio \u5305\u62ec\u6bcf\u4e00\u7c7b\u7684\u6240\u6709\u76ee\u6807\u57fa\u56e0\u3002<\/span><\/section>\n


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\u4f5c\u8005\u5173\u6ce8\u4e8e\u514d\u75ab\u68c0\u67e5\u70b9\u6291\u5236\u5242<\/span>\uff08ICIs\uff09<\/span>\u6cbb\u7597\u662f\u5426\u4f1a\u4ea7\u751f\u514d\u75ab\u53cd\u5e94\u7684\u9884\u6d4b\u95ee\u9898\uff0c\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u57fa\u4e8e\u7f51\u7edc\u7684\u751f\u7269\u6807\u5fd7\u7269\uff0c\u7136\u540e\u7ed3\u5408\u4f20\u7edf\u7684\u57fa\u56e0\u6807\u5fd7\u7269<\/span>\uff08PD-1\u3001PD-L1\u548cCTLA4\uff09<\/span>\u4ee5\u53ca\u80bf\u7624\u5fae\u73af\u5883\u6807\u5fd7\u7269<\/span>\uff08TME\uff09<\/span>\uff0c\u8fd0\u7528\u6700\u57fa\u672c\u7684\u903b\u8f91\u65af\u8482\u56de\u5f52\u65b9\u6cd5\u6765\u5bf9\u56db\u4e2a\u4e0d\u540c\u75be\u75c5\u7684\u6570\u636e\u96c6\u8fdb\u884c\u514d\u75ab\u53cd\u5e94\u7684\u9884\u6d4b\uff0c\u901a\u8fc7\u7559\u4e00\u4ea4\u53c9\u9a8c\u8bc1\u7684\u624b\u6bb5\u6765\u8bf4\u660e\u6a21\u578b\u7684\u6548\u679c\uff0c\u540c\u65f6\u5bf9\u6bd4\u63d0\u51fa\u7684\u751f\u7269\u6807\u5fd7\u7269\u548c\u4f20\u7edf\u7684\u57fa\u56e0\u6807\u5fd7\u7269\u548c\u80bf\u7624\u5fae\u73af\u5883\u6807\u5fd7\u7269\u5728\u9884\u6d4b\u514d\u75ab\u53cd\u5e94\u4e2d\u7684\u56de\u5f52\u503c\u3002\u4ece\u7ed3\u679c\u4e0a\u6765\u8bf4\uff0c\u52a0\u4e0a\u4f5c\u8005\u63d0\u51fa\u7684\u57fa\u4e8e\u7f51\u7edc\u7684\u751f\u7269\u6807\u5fd7\u7269<\/span>\uff08NetBio\uff09<\/span>\u6a21\u578b\u80fd\u591f\u66f4\u51c6\u786e\u9884\u6d4b\u514d\u75ab\u53cd\u5e94\u540c\u65f6\u8be5\u6807\u5fd7\u7269\u56de\u5f52\u503c\u4e5f\u5927\u3002\u6587\u7ae0\u7279\u8272\u5728\u4e8e\u7f51\u7edc\u7684\u6784\u5efa\u4ee5\u53caNetBio \u7684\u8bbe\u8ba1\uff0c\u7b80\u5355\u7684\u56de\u5f52\u6a21\u578b\u89e3\u91ca\u6027\u66f4\u80fd\u7a81\u51fa\u751f\u7269\u6807\u5fd7\u7269\u7684\u91cd\u8981\u6027\u3002<\/span><\/p>\n


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2.BIGDML\uff1a<\/strong><\/p>\n

\u8fc8\u5411\u6750\u6599\u7684\u7cbe\u786e\u91cf\u5b50\u673a\u5668\u5b66\u4e60\u529b\u573a<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aBIGDML\u2014Towards accurate quantum machine learning force fields for materials<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1a<\/span>https:\/\/www.nature.com\/articles\/s41467-022-31093-x<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u673a\u5668\u5b66\u4e60\u529b\u573a<\/span>\uff08MLFF\uff09<\/span>\u5e94\u8be5\u662f\u7cbe\u786e\u7684\uff0c\u5728\u8ba1\u7b97\u4e0a\u548c\u6570\u636e\u5904\u7406\u4e0a\u662f\u9ad8\u6548\u7684\uff0c\u5e76\u4e14\u9002\u7528\u4e8e\u5206\u5b50\u3001\u6750\u6599\u548c\u5176\u754c\u9762\u3002\u76ee\u524d\uff0c\u673a\u5668\u5b66\u4e60\u529b\u573a\u5f80\u5f80\u91c7\u7528\u6298\u8877\u7684\u529e\u6cd5\uff0c\u5c06\u5176\u5b9e\u9645\u9002\u7528\u6027\u9650\u5236\u5728\u5316\u5b66\u7a7a\u95f4\u7684\u5c0f\u5b50\u96c6\uff0c\u6216\u9700\u8981\u8be6\u5c3d\u7684\u6570\u636e\u96c6\u8fdb\u884c\u8bad\u7ec3\u3002\u5728\u6b64\uff0c\u7814\u7a76\u4eba\u5458\u4ecb\u7ecd\u4e86 Bravais \u542f\u53d1\u7684\u68af\u5ea6\u57df\u673a\u5668\u5b66\u4e60<\/span>\uff08Bravais-Inspired Gradient-Domain Machine Learning, BIGDML\uff09<\/span>\u65b9\u6cd5\uff0c\u5e76\u5c55\u793a\u4e86\u5176\u4f7f\u7528\u4ec5\u6709 10-200 \u4e2a\u51e0\u4f55\u5f62\u72b6\u7684\u8bad\u7ec3\u96c6\u6784\u5efa\u53ef\u9760\u529b\u573a\u7684\u80fd\u529b\uff0c\u8fd9\u4e9b\u6750\u6599\u5305\u62ec\u539f\u59cb\u548c\u542b\u7f3a\u9677\u7684\u4e8c\u7ef4\u548c\u4e09\u7ef4\u534a\u5bfc\u4f53\u548c\u91d1\u5c5e\uff0c\u4ee5\u53ca\u8868\u9762\u7684\u5316\u5b66\u5438\u9644\u548c\u7269\u7406\u5438\u9644\u7684\u539f\u5b50\u548c\u5206\u5b50\u5438\u9644\u7269\u3002BIGDML \u6a21\u578b\u91c7\u7528\u4e86\u7ed9\u5b9a\u6750\u6599\u7684\u5168\u90e8\u76f8\u5173\u5bf9\u79f0\u7fa4\uff0c\u4e0d\u5047\u5b9a\u4eba\u4e3a\u7684\u539f\u5b50\u7c7b\u578b\u6216\u539f\u5b50\u76f8\u4e92\u4f5c\u7528\u7684\u5b9a\u4f4d\uff0c\u5e76\u5bf9\u4e00\u7ec4\u6269\u5c55\u7684\u6750\u6599\u8868\u73b0\u51fa\u9ad8\u6570\u636e\u6548\u7387\u548c\u6700\u5148\u8fdb\u7684\u80fd\u91cf\u7cbe\u5ea6<\/span>\uff08\u6bcf\u4e2a\u539f\u5b50\u7684\u8bef\u5dee\u5927\u5927\u4f4e\u4e8e1meV \uff09<\/span>\u3002\u7814\u7a76\u4eba\u5458\u5229\u7528 BIGDML \u6a21\u578b\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u8def\u5f84\u79ef\u5206\u5206\u5b50\u52a8\u529b\u5b66\u7814\u7a76\uff0c\u8bc1\u660e\u4e86\u7531\u6838\u91cf\u5b50\u6548\u5e94\u5f15\u8d77\u7684\u82ef-\u77f3\u58a8\u70ef\u52a8\u529b\u5b66\u7684\u53cd\u76f4\u89c9\u5b9a\u4f4d\uff0c\u4ee5\u53ca\u5b83\u4eec\u5728\u8f83\u5bbd\u7684\u6e29\u5ea6\u8303\u56f4\u5185\u5bf9\u94af\u6676\u4f53\u4e2d\u6c22\u6269\u6563\u7cfb\u6570\u7684\u5f3a\u8d21\u732e\u3002<\/span><\/p>\n


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\u56fe\uff1aBIGDML \u6a21\u578b\u3002\uff08A\uff09\u5e93\u4f26\u77e9\u9635\u8868\u793a\uff1b\uff08B\uff09\u5168\u7a7a\u95f4\u7fa4\u7684\u5bf9\u79f0\u6027\uff1b\uff08C\uff09\u51fd\u6570\u7c7b\u578b\uff1b\uff08D\uff09\u5468\u671f\u6027\u91cd\u6784\u3002<\/span><\/section>\n


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3.\u57fa\u4e8e\u76f8\u4f3c\u52a0\u6743\u4ea4\u53c9\u5b66\u4e60\u7684<\/strong><\/p>\n

\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u548c\u5927\u8111\u5b66\u4e60<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aLearning in deep neural networks and brains with similarity-weighted interleaved learning<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1a<\/span>https:\/\/www.pnas.org\/doi\/10.1073\/pnas.2115229119<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u7406\u89e3\u5927\u8111\u5728\u4e00\u751f\u4e2d\u5982\u4f55\u5b66\u4e60\u4ecd\u7136\u662f\u4e00\u4e2a\u957f\u671f\u7684\u6311\u6218\u3002\u5728\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u4e2d\uff0c\u6574\u5408\u65b0\u4fe1\u606f\u7684\u901f\u5ea6\u8fc7\u5feb\u901a\u5e38\u4f1a\u5bfc\u81f4\u707e\u96be\u6027\u7684\u5e72\u6270\uff0c\u5373\u7a81\u7136\u5931\u53bb\u5148\u524d\u83b7\u5f97\u7684\u77e5\u8bc6\u3002\u4e92\u8865\u5b66\u4e60\u7cfb\u7edf\u7406\u8bba<\/span>\uff08CLST\uff09<\/span>\u8ba4\u4e3a\uff0c\u65b0\u7684\u8bb0\u5fc6\u4f1a\u901a\u8fc7\u4e0e\u5df2\u6709\u77e5\u8bc6\u4ea4\u53c9\u5728\u4e00\u8d77\u7684\u65b9\u5f0f\u9010\u6e10\u6574\u5408\u8fdb\u65b0\u5927\u8111\u76ae\u5c42\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u5c31\u5047\u5b9a\u4e86\u6bcf\u6b21\u5b66\u4e60\u65b0\u4e1c\u897f\u90fd\u9700\u8981\u4ea4\u53c9\u6240\u6709\u5df2\u77e5\u7684\u77e5\u8bc6\uff0c\u8fd9\u4e0d\u4ec5\u8017\u65f6\u540c\u65f6\u9700\u8981\u5927\u91cf\u6570\u636e\uff0c\u56e0\u6b64\u4e0d\u592a\u53ef\u80fd\u7b26\u5408\u771f\u5b9e\u60c5\u51b5\u3002<\/span><\/p>\n


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\u672c\u6587\u5c55\u793a\u4e86\u6df1\u5ea6\u3001\u975e\u7ebf\u6027\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u901a\u8fc7\u4ea4\u53c9\u4ec5\u4ec5\u4e00\u90e8\u5206\u7684\u8001\u77e5\u8bc6\u6765\u5b66\u4e60\u65b0\u4fe1\u606f\uff0c\u8fd9\u4e9b\u8001\u77e5\u8bc6\u548c\u65b0\u4fe1\u606f\u5728\u8868\u5f81\u4e0a\u6709\u7740\u5f88\u5927\u7684\u76f8\u4f3c\u5ea6\u3002\u5c31\u9760\u7740\u8fd9\u79cd\u76f8\u4f3c\u5ea6\u52a0\u6743\u4ea4\u53c9\u5b66\u4e60<\/span>\uff08similarity-weighted interleaved learning, SWIL\uff09<\/span>\u7684\u7b56\u7565\uff0c\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5728\u53d6\u5f97\u540c\u6837\u7cbe\u5ea6\u6c34\u5e73\u548c\u6700\u5c0f\u5e72\u6270\u7684\u60c5\u51b5\u4e0b\u5feb\u901f\u5b66\u4e60\u65b0\u4fe1\u606f\uff0c\u800c\u6bcf\u8f6e\u8bad\u7ec3\u53ea\u9700\u8981\u5f88\u5c11\u91cf\u7684\u8001\u77e5\u8bc6<\/span>\uff08\u5feb\u901f\u4e14\u6570\u636e\u9ad8\u6548\uff09<\/span>\u3002\u76f8\u4f3c\u5ea6\u52a0\u6743\u4ea4\u53c9\u5b66\u4e60\u7b56\u7565\u53ef\u4ee5\u5e94\u7528\u4e8e\u5404\u79cd\u6807\u51c6\u5206\u7c7b\u6570\u636e\u96c6<\/span>\uff08Fashion-MNIST, CIFAR10, CIFAR100\uff09<\/span>\u3001\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4ee5\u53ca\u5e8f\u5217\u5b66\u4e60\u6846\u67b6\u4e4b\u4e2d\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u6570\u636e\u6548\u7387\u548c\u5b66\u4e60\u65b0\u9879\u76ee\u7684\u901f\u5ea6\u4e0e\u5b58\u50a8\u5728\u7f51\u7edc\u4e2d\u7684\u975e\u91cd\u53e0\u7c7b\u7684\u6570\u91cf\u5927\u81f4\u6210\u6b63\u6bd4\u4f8b\uff0c\u8fd9\u53ef\u80fd\u6697\u793a\u7740\u4eba\u7c7b\u5927\u8111\u5728\u7f16\u7801\u5927\u91cf\u4e0d\u540c\u7c7b\u7684\u4e1c\u897f\u7684\u65f6\u5019\uff0c\u6570\u636e\u6548\u7387\u548c\u901f\u5ea6\u4f1a\u5927\u5927\u52a0\u5feb\u3002\u6700\u540e\uff0c\u6587\u7ae0\u63d0\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u7406\u8bba\u6a21\u578b\u6765\u89e3\u91ca\u76f8\u4f3c\u5ea6\u52a0\u6743\u4ea4\u53c9\u5b66\u4e60\u7b56\u7565\u5728\u5927\u8111\u4e2d\u7684\u5e94\u7528\u3002<\/span><\/p>\n


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\u6587\u7ae0\u4ece\u9884\u8bad\u7ec3\u7f51\u7edc\u5728\u65b0\u7c7b\u56fe\u7247\u4e0a\u518d\u8bad\u7ec3\u540e\u4f1a\u9057\u5fd8\u5148\u524d\u56fe\u7247<\/span>\uff08\u5728\u65e7\u7c7b\u4e0a\u7684\u53ec\u56de\u7387\u3001\u51c6\u786e\u7387\u663e\u8457\u964d\u4f4e\u4e0d\u5982\u4ece\u524d\uff09<\/span>\u7684\u95ee\u9898\u51fa\u53d1\uff0c\u63d0\u51fa\u4e86\u5728\u8bad\u7ec3\u65b0\u7c7b\u65f6\u7684\u8bad\u7ec3\u96c6\u6784\u7b51\u7b56\u7565\uff1a\u4f9d\u636e\u65e7\u7c7b\u548c\u65b0\u7c7b\u7684\u76f8\u4f3c\u5ea6\uff0c\u8d8a\u9ad8\u5219\u5728\u8bad\u7ec3\u96c6\u4e2d\u6570\u91cf\u8d8a\u591a\uff0c\u8fd9\u6837\u80fd\u591f\u4fdd\u6301\u9ad8\u7684\u65e7\u7c7b\u51c6\u786e\u7387\u3001\u53ec\u56de\u7387\u7684\u540c\u65f6\uff0c\u63d0\u9ad8\u6570\u636e\u4f7f\u7528\u6548\u7387\u548c\u7f29\u77ed\u8bad\u7ec3\u65f6\u95f4\u3002\u4ece\u7ed3\u679c\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230\u8fd9\u79cd\u7b56\u7565\u76f8\u8f83\u4e8e\u5176\u5b83 5 \u79cd\u7b56\u7565\uff0c\u6548\u679c\u66f4\u597d\u3002<\/span><\/p>\n


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\u56fe\uff1a\u5148\u7528 8 \u7c7b\u56fe\u7247\u9884\u8bad\u7ec3\u53ea\u6709\u4e00\u5c42\u9690\u85cf\u5c42\u7684\u7ebf\u6027\u795e\u7ecf\u7f51\u7edc\uff0c\u4e4b\u540e\u9884\u8bad\u7ec3\u7f51\u7edc\u5728\u4e24\u79cd\u60c5\u51b5\u4e0b\u5b66\u4e60\u65b0\u7c7b\uff08Boots\uff09\u7684\u8868\u73b0\u3002FoL\uff08focused learning\uff09\uff1a\u53ea\u63d0\u4f9b\u65b0\u7c7b\u7684\u56fe\u7247\uff1bFIL\uff08focused all classes\uff09\uff1a\u63d0\u4f9b\u6240\u6709\u7c7b\u522b\u7684\u56fe\u7247\u3002\u7b2c\u4e00\u4e8c\u5217\u56fe\u7247\u8868\u793a\uff0c\u5728\u4e24\u79cd\u8bad\u7ec3\u7b56\u7565\u4e0b\uff0c\u5206\u522b\u5728\u65b0\u7c7b\u548c\u8bad\u7ec3\u8fc7\u7684\u65e7\u7c7b\u4e0b\uff0c\u53ec\u56de\u7387\uff08Recall\uff09\u968f\u7740\u8bad\u7ec3\u8fed\u4ee3\uff08epoch\uff09\u6b21\u6570\u7684\u53d8\u5316\u60c5\u51b5\uff1b\u7b2c\u4e09\u5217\u56fe\u7247\u8868\u793a\uff0c\u5728\u4e24\u79cd\u8bad\u7ec3\u7b56\u7565\u4e0b\uff0c\u6240\u6709\u7c7b\u7684\u51c6\u786e\u7387\uff08accuracy\uff09\u968f\u7740\u8bad\u7ec3\u8fed\u4ee3\u6b21\u6570\u7684\u53d8\u5316\uff1b\u7b2c\u56db\u5217\u8868\u793a\uff0c\u4e24\u79cd\u8bad\u7ec3\u7b56\u7565\u4e0b\uff0c\u4ea4\u53c9\u71b5\u635f\u5931\u51fd\u6570\u968f\u7740\u8bad\u7ec3\u8fed\u4ee3\u6b21\u6570\u7684\u53d8\u5316\u3002<\/span><\/section>\n


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4.\u4e2a\u4f53\u5316\u8111\u5352\u4e2d\u5168\u8111\u6a21\u578b<\/strong><\/p>\n

\u795e\u7ecf\u52a8\u529b\u5b66\u4e34\u754c\u6027\u7684\u6062\u590d<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aRecovery of neural dynamics criticality in personalized whole-brain models of stroke<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1a<\/span>https:\/\/www.nature.com\/articles\/s41467-022-30892-6<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u4e34\u754c\u6027\u5927\u8111\u5047\u8bf4\u6307\u51fa\uff0c\u751f\u7269\u795e\u7ecf\u5143\u7f51\u7edc\u7531\u4e8e\u5176\u7ed3\u6784\u548c\u529f\u80fd\u7ed3\u6784\uff0c\u5728\u76f8\u53d8\u9644\u8fd1\u5de5\u4f5c\uff0c\u4ee5\u5b9e\u73b0\u5bf9\u5185\u90e8\u548c\u5916\u90e8\u8f93\u5165\u7684\u6700\u4f73\u54cd\u5e94\u3002\u56e0\u6b64\uff0c\u4e34\u754c\u6027\u63d0\u4f9b\u4e86\u6700\u4f73\u7684\u529f\u80fd\u548c\u884c\u4e3a\u80fd\u529b\u3002\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u7814\u7a76\u8111\u635f\u4f24<\/span>\uff08\u4e2d\u98ce\uff09<\/span>\u5bf9\u5355\u4e2a\u53c2\u4e0e\u8005\u6c34\u5e73\u4e0a\u7684\u795e\u7ecf\u52a8\u529b\u5b66\u7684\u4e34\u754c\u6027\u5f71\u54cd\u6765\u68c0\u9a8c\u8fd9\u4e00\u5047\u8bbe\uff0c\u4f7f\u7528\u76f4\u63a5\u6d4b\u91cf\u7684\u4e2a\u4f53\u7ed3\u6784\u8fde\u63a5\u4f53\u548c\u5168\u8111\u6a21\u578b\u6765\u4f30\u8ba1\u3002\u635f\u4f24\u4ea7\u751f\u4e86\u4e00\u79cd\u4e9a\u4e34\u754c\u72b6\u6001\uff0c\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u4e0e\u884c\u4e3a\u5e76\u884c\u6062\u590d\u3002\u4e34\u754c\u72b6\u6001\u7684\u6539\u5584\u4e0e\u7279\u5b9a\u767d\u8d28\u8fde\u63a5\u7684\u91cd\u5851\u6709\u5173\u3002\u672c\u7814\u7a76\u5c55\u793a\u4e86\u4e2a\u6027\u5316\u7684\u5168\u8111\u52a8\u529b\u5b66\u6a21\u578b\u80fd\u591f\u5728\u4e34\u754c\u72b6\u6001\u4e0b\u8ddf\u8e2a\u795e\u7ecf\u52a8\u529b\u5b66\u3001\u4e2d\u98ce\u540e\u7684\u6539\u53d8\u4ee5\u53ca\u5355\u4e2a\u53c2\u4e0e\u8005\u7684\u884c\u4e3a\u3002<\/span><\/p>\n


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\u4e3a\u4e86\u4fbf\u4e8e\u6bd4\u8f83\u4e2a\u4f53\u5bf9\u7167\u548c\u4e2d\u98ce\u6570\u636e\uff0c\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u5065\u5eb7\u5bf9\u7167\u7684\u5e73\u5747\u503c\u548c\u6807\u51c6\u504f\u5dee<\/span>\uff08\u5206\u522b\u4e3a\u84dd\u8272\u865a\u7ebf\u548c\u9634\u5f71\u533a\u57df\uff09<\/span>\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u5065\u5eb7\u53c2\u4e0e\u8005\u7684\u795e\u7ecf\u52a8\u529b\u5b66\u4e0e\u8868\u73b0\u51fa\u5371\u91cd\u6027\u4e27\u5931\u7684\u4e2d\u98ce\u60a3\u8005\u622a\u7136\u4e0d\u540c\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u7531\u4e8e\u7a33\u6001\u53ef\u5851\u6027\u673a\u5236\uff0c\u4e34\u754c\u70b9\u4e0e\u7ed3\u6784\u8fde\u63a5\u77e9\u9635\u4e2d\u7684\u4e2a\u4f53\u53d8\u5f02\u6027\u65e0\u5173\u3002<\/span><\/p>\n


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\u56fe\uff1a\u4ee3\u8868\u6027\u60a3\u8005\u7684\u5371\u91cd\u4e27\u5931\u548c\u76f8\u5173\u6062\u590d\u7684\u6570\u636e\u3002\u5065\u5eb7\u53c2\u4e0e\u8005\uff08a, b\uff09\u548c\u4e2d\u98ce\u60a3\u8005\uff08c, d\uff09\u7684\u795e\u7ecf\u6d3b\u52a8\u6a21\u5f0f\u5206\u6790\u3002\u5728\u84dd\u8272\u865a\u7ebf\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u663e\u793a\u4e86\u76f8\u5e94\u63a7\u4ef6\u7684\u7ec4\u5e73\u5747\u503c\uff0c\u800c\u9634\u5f71\u533a\u57df\u5bf9\u5e94\u4e8e\u4e00\u4e2a\u6807\u51c6\u504f\u5dee\u3002\u5bf9\u4e8e\u5065\u5eb7\u53c2\u4e0e\u8005\uff0ct1<\/sub><\/span> \u548c t2<\/sub><\/span> \u5bf9\u5e94\u4e8e\u76f8\u9694 3\u2009\u4e2a\u6708\u7684\u4e24\u4e2a\u4e0d\u540c\u65f6\u95f4\u70b9\u3002\u5bf9\u4e8e\u60a3\u8005\uff0ct1<\/sub><\/span> \u548c t2<\/sub><\/span> \u5bf9\u5e94\u4e8e\u4e2d\u98ce\u540e 3\u2009\u4e2a\u6708\u548c 12\u2009\u4e2a\u6708\u3002\u5065\u5eb7\u53c2\u4e0e\u8005\u5728\u4e24\u4e2a\u65f6\u95f4\u70b9\u90fd\u8868\u73b0\u51fa\u4e34\u754c\u6027\u7279\u5f81\uff0c\u8de8\u65f6\u95f4\u70b9\u548c\u5065\u5eb7\u7ec4\u7684\u53d8\u5f02\u6027\u5f88\u5c0f\u3002\u9ed1\u8272\u5782\u76f4\u865a\u7ebf\u63cf\u7ed8\u4e86\u5065\u5eb7\u5bf9\u7167\u7684\u4e34\u754c\u70b9\u3002<\/span><\/section>\n


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\u603b\u4f53\u800c\u8a00\uff0c\u7814\u7a76\u4eba\u5458\u57fa\u4e8e\u771f\u5b9e\u7ed3\u6784\u8fde\u63a5\u7f51\u7edc\u5bf9\u4e2a\u4f53\u5927\u8111\u52a8\u529b\u5b66\u8fdb\u884c\u5efa\u6a21\u7684\u7406\u8bba\u6846\u67b6\u8868\u660e\uff0c\u53d7\u4e2d\u98ce\u5f71\u54cd\u7684\u60a3\u8005\u5448\u73b0\u51fa\u795e\u7ecf\u6d3b\u52a8\u6c34\u5e73\u964d\u4f4e\u3001\u71b5\u964d\u4f4e\u548c\u529f\u80fd\u8fde\u63a5\u5f3a\u5ea6\u964d\u4f4e\u3002\u6240\u6709\u8fd9\u4e9b\u56e0\u7d20\u90fd\u5bfc\u81f4\u5728\u4e2d\u98ce\u540e 3\u2009\u4e2a\u6708\u65f6\u6574\u4f53\u5931\u53bb\u4e34\u754c\u6027\uff0c\u5e76\u5728 12 \u4e2a\u6708\u65f6\u6062\u590d\uff0c\u8fd9\u662f\u7531\u767d\u8d28\u8fde\u63a5\u91cd\u5851\u9a71\u52a8\u7684\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u672c\u6b21\u7814\u7a76\u7684\u6a21\u578b\u53ea\u5305\u542b\u4e09\u4e2a\u53c2\u6570\uff0c\u5b83\u4eec\u90fd\u662f\u5148\u9a8c\u8bbe\u7f6e\u7684\uff0c\u6ca1\u6709\u4efb\u4f55\u62df\u5408\u7a0b\u5e8f\u3002\u8be5\u7814\u7a76\u4e3a\u8ba1\u7b97\u548c\u8f6c\u5316\u795e\u7ecf\u79d1\u5b66\u5f00\u8f9f\u4e86\u6709\u5e0c\u671b\u7684\u9053\u8def\u3002<\/span><\/p>\n


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5.\u957f\u671fCOVID\u8d1f\u62c5\u548c\u98ce\u9669\u56e0\u7d20<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aLong COVID burden and risk factors in 10 UK longitudinal studies and electronic health records<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1a<\/span>https:\/\/www.nature.com\/articles\/s41467-022-30836-0<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u5728\u6709 COVID-19 \u75c5\u53f2\u7684\u793e\u533a\u4e2a\u4f53\u4e2d\uff0c\u957f\u671f COVID \u7684\u9891\u7387\u548c\u98ce\u9669\u56e0\u7d20\u5c1a\u4e0d\u6e05\u695a\u3002\u4e3a\u4e86\u9610\u660e\u793e\u533a\u4e2d\u957f\u671f COVID \u7684\u8d1f\u62c5\u548c\u53ef\u80fd\u7684\u539f\u56e0\uff0c\u7814\u7a76\u4eba\u5458\u534f\u8c03\u5206\u6790\u4e86\u6765\u81ea 10 \u4e2a\u82f1\u56fd\u7eb5\u5411\u7814\u7a76<\/span>\uff08longitudinal study \uff0cLS\uff09<\/span>\u6837\u672c\u7684 6907 \u540d\u81ea\u6211\u62a5\u544a COVID-19 \u4e2a\u4f53\u4ee5\u53ca\u622a\u81f32021 \u5e74\u6625\u5b63\u6536\u96c6\u5230\u7684\u7535\u5b50\u533b\u7597\u8bb0\u5f55 <\/span>\uff08electronic healthcare records\uff0cEHR\uff09<\/span>\u4e2d 110 \u4e07\u5177\u6709 COVID-19 \u8bca\u65ad\u4ee3\u7801\u7684\u4e2a\u4f53\u8c03\u67e5\u6570\u636e\u3002\u5728\u7eb5\u5411\u7814\u7a76\u4e2d\u62a5\u544a\u4efb\u4f55\u75c7\u72b6\u8fbe 12 \u5468\u4ee5\u4e0a\u7684\u63a8\u5b9a COVID-19 \u75c5\u4f8b\u7684\u6bd4\u4f8b\u4ece 7.8% \u5230 17% \u4e0d\u7b49<\/span>\uff081.2% \u5230 4.8% \u62a5\u544a\u6709\u8870\u5f31\u7684\u75c7\u72b6\uff09<\/span>\u3002\u5728 LS \u548c EHR \u6570\u636e\u4e2d\uff0c\u5e74\u9f84\u589e\u957f\u3001\u5973\u6027\u3001\u767d\u4eba\u79cd\u65cf\u3001\u75ab\u60c5\u524d\u7684\u4e00\u822c\u548c\u5fc3\u7406\u5065\u5eb7\u72b6\u51b5\u4e0d\u4f73\u3001\u8d85\u91cd\/\u80a5\u80d6\u548c\u54ee\u5598\u4e0e\u957f\u671f\u75c7\u72b6\u76f8\u5173\uff0c\u4f46\u5bf9\u5176\u4ed6\u56e0\u7d20\uff0c\u5982\u5fc3\u80ba\u4ee3\u8c22\u53c2\u6570\u7684\u8c03\u67e5\u7ed3\u679c\u5e76\u4e0d\u786e\u5b9a\u3002<\/span><\/p>\n


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\u5728\u7531\u5177\u6709\u4e0d\u540c\u5e74\u9f84\u8303\u56f4\u7684\u53c2\u4e0e\u8005<\/span>\uff08\u5373\u5e74\u9f84\u5f02\u8d28\u6837\u672c\uff09<\/span>\u7ec4\u6210\u7684 LS \u4e2d\uff0c\u5728\u4ece\u9752\u5e74\u671f\u5230\u5927\u7ea6 70 \u5c81\u7684\u53c2\u4e0e\u8005\u4e2d\uff0c\u89c2\u5bdf\u5230\u4efb\u4f55\u4e25\u91cd\u7a0b\u5ea6\u7684\u75c7\u72b6\u6301\u7eed 4 \u5468\u4ee5\u4e0a\u548c 12 \u5468\u4ee5\u4e0a\u7684\u98ce\u9669\u968f\u7740\u5e74\u9f84\u7684\u589e\u957f\u800c\u589e\u52a0\u3002\u5728\u5e74\u9f84\u540c\u8d28\u7684 LS \u4e2d\u2014\u2014\u961f\u5217\u7814\u7a76\u4e2d\u7684\u53c2\u4e0e\u8005\u5e74\u9f84\u5927\u81f4\u76f8\u540c\uff0c\u4ece 20 \u5c81\u5230 63 \u5c81\u4e0d\u7b49\u2014\u2014\u7814\u7a76\u4eba\u5458\u89c2\u5bdf\u5230\u529f\u80fd\u9650\u5236\u6027\u75c7\u72b6\u6301\u7eed4\u5468\u4ee5\u4e0a\u7684\u62a5\u544a\u5e74\u9f84\u6bcf10\u5c81\u7edd\u5bf9\u589e\u52a0 3.02%<\/span> (95% CI: 1.86\u20134.17) <\/span>\u5468\uff0c\u5bf9\u4e8e\u6301\u7eed 12 \u5468\u4ee5\u4e0a\u7684\u529f\u80fd\u9650\u5236\u75c7\u72b6\uff0c\u5e74\u9f84\u6bcf\u5341\u5c81\u589e\u52a0 0.68%<\/span>\uff0895% CI\uff1a-0.15 \u81f3 1.51\uff09<\/span>\u3002<\/span><\/p>\n


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\u56fe\uff1a\u56db\u4e2a\u5e74\u9f84\u540c\u8d28\u7684 LS\uff08\u5de6\uff09\u548c EHR\uff08\u53f3\uff09\u4e2d COVID-19 \u75c5\u4f8b\u4e2d\u957f\u671f COVID \u9891\u7387\u7684\u8d8b\u52bf\u3002<\/span><\/section>\n
\u5de6 – \u5728\u56db\u9879\u7eb5\u5411\u7814\u7a76\uff08MCS N\u2009=\u20091055\uff1bNS N\u2009=\u2009848\uff1bBCS70 N\u2009=\u2009889\uff1bNCDS N\u2009=\u2009709\uff09\u4e2d\uff0c\u53c2\u4e0e\u8005\u7684\u5e74\u9f84\u51e0\u4e4e\u76f8\u540c\uff0c\u5728 COVID-19 \u75c5\u4f8b\u4e2d\u62a5\u544a\u75c7\u72b6\u6301\u7eed\u65f6\u95f4\u4e3a 4 \u5468\u6216\u66f4\u957f\u65f6\u95f4\u7684\u6bd4\u4f8b\u4ece\u95ee\u5377\u7b54\u590d\u4e2d\u786e\u5b9a\u3002\u5728 OpenSAFELY (N\u2009=\u20094189) \u4e2d\uff0c\u6bd4\u4f8b\u4ee3\u8868 10 \u5c81\u5e74\u9f84\u7c7b\u522b\u4e2d\u7684\u4e2a\u4eba\uff08\u4f30\u8ba1\u503c\u5206\u7ec4\u5728\u6bcf\u4e2a\u7c7b\u522b\u7684\u4e2d\u70b9\uff09\uff0c\u4ed6\u4eec\u5728 GP \u8bb0\u5f55\u4e2d\u5177\u6709\u957f COVID \u4ee3\u7801\uff0c\u56e0\u6b64\u6bd4\u4f8b\u5927\u5927\u4f4e\u4e8e\u76f8\u5e94\u7684\u961f\u5217\u6570\u636e\u3002\u6570\u636e\u914c\u60c5\u4ee5\u767e\u5206\u6bd4\u548c 95% \u7f6e\u4fe1\u533a\u95f4\uff08CI\uff09\u7684\u5f62\u5f0f\u5448\u73b0\u3002\u8d8b\u52bf\u7ebf\u548c 95% CI \u9634\u5f71\u8868\u793a\u968f\u7740\u5e74\u9f84\u7684\u589e\u957f\uff0c\u957f COVID \u9891\u7387\u7684\u7edd\u5bf9\u5dee\u5f02\uff0c\u901a\u8fc7 OpenSAFELY \u4e2d\u56db\u4e2a\u961f\u5217\u548c 18 \u81f3 70 \u5c81\u7684\u6570\u636e\u7684\u7ebf\u6027\u5143\u56de\u5f52\u4f30\u8ba1\u3002<\/span><\/section>\n


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\u4ece\u7814\u7a76\u4eba\u5458\u5bf9\u786e\u5b9a\u957f\u671f COVID \u7684\u65b9\u6cd5\u7684\u6bd4\u8f83\u4e2d\u53ef\u4ee5\u6e05\u695a\u5730\u770b\u51fa\uff0c\u5177\u6709\u6301\u7eed\u75c7\u72b6\u7684 COVID-19 \u75c5\u4f8b\u7684\u6bd4\u4f8b\u5b58\u5728\u660e\u663e\u5dee\u5f02\u3002\u4ee3\u8868\u6027\u7684\u57fa\u4e8e\u4eba\u7fa4\u7684\u7814\u7a76\u5c06\u9700\u8981\u63d0\u4f9b\u8de8\u8d8a\u529f\u80fd\u9650\u5236\u8303\u56f4\u7684\u6301\u7eed\u4f30\u8ba1\uff0c\u4ee5\u5e2e\u52a9\u89c4\u5212\u9002\u5f53\u7684\u533b\u7597\u4fdd\u5065\u63d0\u4f9b\u3002\u5206\u6790\u6570\u636e\u8868\u660e\uff0c\u521d\u7ea7\u4fdd\u5065\u4e2d\u8bca\u65ad\u6807\u51c6\u7684\u4fee\u8ba2\u53ef\u80fd\u662f\u9002\u5f53\u7684\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u4e0e\u533b\u7597\u4fdd\u5065\u670d\u52a1\u63a5\u89e6\u8f83\u5c11\u7684\u4eba\u53e3\u7fa4\u4f53\u3002\u867d\u7136\u65e0\u6cd5\u4ece\u8fd9\u4e9b\u6570\u636e\u4e2d\u5f97\u51fa\u56e0\u679c\u63a8\u8bba\uff0c\u4f46\u672c\u9879\u7814\u7a76\u7ed3\u679c\u8bc1\u660e\u4e86\u8fdb\u4e00\u6b65\u8c03\u67e5\u6027\u522b\u5dee\u5f02\u3001\u5e74\u9f84\u76f8\u5173\u53d8\u5316\u548c\/\u6216\u514d\u75ab\u548c\u547c\u5438\u5065\u5eb7\u5728\u957f\u671f COVID \u53d1\u5c55\u4e2d\u7684\u4f5c\u7528\u7684\u5408\u7406\u6027\u3002\u60a3\u6709\u9ad8\u5e76\u53d1\u75be\u75c5\u7684\u5e74\u957f\u5de5\u4f5c\u4eba\u5458\u53ef\u80fd\u7279\u522b\u9700\u8981\u652f\u6301\u3002<\/span><\/p>\n


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6.\u957f\u8ddd\u79bb\u76f8\u4e92\u4f5c\u7528\u5851\u9020<\/strong><\/strong><\/p>\n

\u6cbf\u6d77\u751f\u6001\u7cfb\u7edf\u7684\u7ed3\u6784<\/strong>\u548c\u97e7\u6027<\/strong><\/p>\n

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\u8bba\u6587\u9898\u76ee\uff1aLong-distance facilitation of coastal ecosystem structure and resilience<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2123274119<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u5728\u6211\u4eec\u7684\u751f\u7269\u5708\u4e2d\uff0c\u5206\u5c42\u7ec4\u7ec7\u751f\u6001\u7cfb\u7edf\u7684\u751f\u7269\u76f8\u4e92\u4f5c\u7528\u65e0\u5904\u4e0d\u5728\uff0c\u8fd9\u79cd\u76f8\u4e92\u4f5c\u7528\u662f\u901a\u8fc7\u63a8\u52a8\u8de8\u7a7a\u95f4\u5c3a\u5ea6\u7684\u751f\u6001\u548c\u8fdb\u5316\u8fc7\u7a0b\u8fbe\u5230\u7684\u3002\u4eba\u4eec\u5df2\u7ecf\u5728\u5c40\u90e8\u548c\u5168\u7403\u5c3a\u5ea6\u4e0a\u5bf9\u751f\u7269\u76f8\u4e92\u4f5c\u7528\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u7814\u7a76\uff0c\u4f46\u5bf9\u4e2d\u89c2\u5c3a\u5ea6\u7684\u957f\u8ddd\u79bb\u3001\u8de8\u751f\u6001\u7cfb\u7edf\u7684\u76f8\u4e92\u4f5c\u7528\u5982\u4f55\u5f71\u54cd\u751f\u6001\u7cfb\u7edf\u7684\u7ed3\u6784\u3001\u529f\u80fd\u548c\u97e7\u6027\u4ecd\u7136\u4e86\u89e3\u4e0d\u591a\u3002\u6211\u4eec\u4f7f\u7528\u9065\u611f\u3001\u5efa\u6a21\u548c\u5b9e\u5730\u6570\u636e\u6765\u68c0\u9a8c\u4e00\u4e2a\u5047\u8bbe\uff0c\u5373\u4e00\u4e2a\u5165\u4fb5\u7269\u79cd\u7684\u957f\u8ddd\u79bb\u4f5c\u7528\u6781\u5927\u5730\u5f71\u54cd\u4e86\u4e1c\u4e9a\u6700\u5927\u7684\u6f6e\u6ee9\u751f\u6001\u7cfb\u7edf\u4e4b\u4e00\u3002\u6211\u4eec\u53d1\u73b0\u5916\u6765\u5165\u4fb5\u6742\u8349\u4e92\u7c73\u82b1\u8349<\/span>\uff08Spartina alterniflora\uff09<\/span>\u7684\u5165\u4fb5\u53ef\u4ee5\u5bf9 10 \u516c\u91cc\u4ee5\u5916\u7684\u672c\u5730\u7269\u79cd\u4ea7\u751f\u8fdc\u8ddd\u79bb\u5f71\u54cd\uff0c\u5bfc\u81f4\u6cbf\u6d77\u751f\u6001\u7cfb\u7edf\u5341\u5e74\u7684\u8f6c\u53d8\u3002\u4f4e\u6d77\u62d4\u5730\u533a\u7684\u5165\u4fb5\u6742\u8349\u4fc3\u8fdb\u4e86\u9ad8\u6d77\u62d4\u5730\u533a\u672c\u571f\u82a6\u82c7\u7684\u6269\u5c55\uff0c\u5bfc\u81f4\u4e2d\u6d77\u62d4\u5730\u533a\u6807\u5fd7\u6027\u7684\u76d0\u5730\u78b1\u84ec<\/span>\uff08Suaeda salsa\uff09<\/span>\u201c\u7ea2\u6d77\u6ee9\u201d\u6cbc\u6cfd\u5730\u7684\u5927\u89c4\u6a21\u9000\u5316\u548c\u97e7\u6027\u4e0b\u964d\uff0c\u8fd9\u4e3b\u8981\u662f\u7531\u4e8e\u6574\u4e2a\u666f\u89c2\u7684\u571f\u58e4\u76d0\u5ea6\u964d\u4f4e\u7684\u7ed3\u679c\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u8bf4\u660e\u4e86\u957f\u8ddd\u79bb\u76f8\u4e92\u4f5c\u7528\u5728\u5851\u9020\u666f\u89c2\u7ed3\u6784\u548c\u751f\u6001\u7cfb\u7edf\u7684\u97e7\u6027\uff0c\u4ee5\u53ca\u5728\u5f25\u5408\u5f53\u5730\u548c\u5168\u7403\u751f\u7269\u76f8\u4e92\u4f5c\u7528\u4e4b\u95f4\u7684\u5dee\u8ddd\u65b9\u9762\u53ef\u4ee5\u53d1\u6325\u590d\u6742\u7684\u4f5c\u7528\u3002<\/span><\/p>\n


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\u56fe\uff1a1982 \u5e74\u81f3 2020 \u5e74\u671f\u95f4\u7814\u7a76\u533a\u57df\u7684\u6cbf\u6d77\u5730\u533a\u7684\u9065\u611f\u666f\u89c2\u53d8\u5316\u3002\uff08A\uff09\u7814\u7a76\u533a\u7684\u4f4d\u7f6e\u3002\uff08B-D\uff09\u4ee5\u82a6\u82c7\u3001\u76d0\u5730\u78b1\u84ec\u548c\u4e92\u7c73\u82b1\u8349\u4e3a\u4e3b\u7684\u690d\u88ab\u7167\u7247\u3002\uff08E\uff09\u7814\u7a76\u533a\u7684\u690d\u88ab\u5206\u5e03\u56fe\u3002\uff08F\uff09\u6cbf\u7740\u4ece\u9646\u5730\u5230\u6d77\u6d0b\u7684\u4e00\u7ef4\u7a7a\u95f4\u68af\u5ea6\u7684\u690d\u88ab\u8986\u76d6\u7387\u3002\u8bf7\u6ce8\u610f\uff0c\u8fd9\u91cc\u7684\u666f\u89c2\u53d8\u5316\u662f\u4ee5\u534a\u5e74\u4e3a\u5355\u4f4d\u7684\uff08E\u548cF\uff09\uff0c\u800c\u6570\u636e\u5206\u6790\u662f\u4ee5\u5e74\u4e3a\u5355\u4f4d\u8fdb\u884c\u7684\u3002<\/span><\/section>\n


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7.\u672a\u6765\u57ce\u5e02\u5316\u5f15\u8d77\u7684\u53cd\u7167\u7387\u53d8\u5316<\/strong><\/p>\n

\u52a0\u5267\u5168\u7403\u53d8\u6696<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aAlbedo changes caused by future urbanization contribute to global warming<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1a<\/span>https:\/\/www.nature.com\/articles\/s41467-022-31558-z<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u57ce\u5e02\u5316\u5f15\u8d77\u7684\u571f\u5730\u5229\u7528\u548c\u571f\u5730\u8986\u76d6\u53d8\u5316<\/span>\uff08LULCC\uff09<\/span>\u662f\u5730\u7403\u9646\u5730\u8868\u9762\u6700\u663e\u8457\u7684\u53d8\u5316\u4e4b\u4e00\uff0c\u5c24\u5176\u662f\u8fd1\u51e0\u5341\u5e74\u6765\u3002\u6839\u636e MODIS \u63d0\u4f9b\u7684\u6570\u636e\uff0c2018 \u5e74\u5168\u7403\u57ce\u5e02\u7528\u5730\u4e3a 79 \u4e07\u5e73\u65b9\u516c\u91cc\uff0c\u5230 2050 \u5e74\uff0c\u9884\u8ba1\u5168\u7403 68% \u7684\u4eba\u53e3\u5c06\u5c45\u4f4f\u5728\u57ce\u5e02\u5730\u533a\uff0c\u9884\u6d4b\u57ce\u5e02\u7528\u5730\u4e3a 104-190 \u4e07\u5e73\u65b9\u516c\u91cc\u3002\u8fd9\u4e9b\u53d8\u5316\u5c06\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u5730\u8868\u7684\u7269\u7406\u7279\u6027\uff0c\u8fdb\u800c\u6539\u53d8\u5730\u8868\u80fd\u91cf\u5e73\u8861\u3001\u6c34\u6587\u5faa\u73af\u548c\u751f\u7269\u5730\u7403\u5316\u5b66\u8fc7\u7a0b\uff0c\u5f15\u53d1\u4e00\u7cfb\u5217\u73af\u5883\u548c\u6c14\u5019\u540e\u679c\u3002\u4eba\u4e3a\u7684\u571f\u5730\u5229\u7528\u548c\u571f\u5730\u8986\u76d6\u53d8\u5316\uff0c\u5305\u62ec\u88ab\u5b9a\u4e49\u4e3a\u57ce\u5e02\u571f\u5730\u6269\u5f20\u7684\u57ce\u5e02\u5316\uff0c\u4e0d\u4ec5\u901a\u8fc7\u6539\u53d8\u5730\u8868\u7c97\u7cd9\u5ea6\u3001\u78b3\u8fc7\u7a0b\u548c\u6e4d\u6d41\u70ed\u901a\u91cf\uff0c\u800c\u4e14\u8fd8\u4f1a\u901a\u8fc7\u5730\u8868\u53cd\u7167\u7387\u7684\u53d8\u5316\u76f4\u63a5\u6539\u53d8\u5730\u7403\u7684\u8f90\u5c04\u5dee\u989d\uff0c\u8fdb\u800c\u5f71\u54cd\u5c40\u90e8\u548c\u5168\u7403\u7684\u6c14\u5019\u3002\u7136\u800c\uff0c\u8fc4\u4eca\u4e3a\u6b62\uff0c\u5927\u90e8\u5206\u7814\u7a76\u7684\u6ce8\u610f\u529b\u90fd\u96c6\u4e2d\u5728\u91cf\u5316\u78b3\u8fc7\u7a0b\u7684\u53d8\u5316\uff0c\u800c\u5bf9 LULCC \u5f15\u8d77\u7684\u53cd\u7167\u7387\u53d8\u5316\u548c\u76f8\u5173\u7684\u6c14\u5019\u5f71\u54cd\u77e5\u4e4b\u751a\u5c11\u3002\u57ce\u5e02\u5316\u662f\u4e3b\u8981\u7531\u4eba\u7c7b\u6d3b\u52a8\u5f15\u8d77\u7684\u6700\u91cd\u8981\u7684 LULCC \u8fc7\u7a0b\u4e4b\u4e00\uff0c\u7136\u800c\uff0c\u7814\u7a76\u57ce\u5e02\u5316\u5f15\u8d77\u7684\u53cd\u7167\u7387\u53d8\u5316\u5bf9\u6c14\u5019\u5f71\u54cd\u7684\u52aa\u529b\u975e\u5e38\u6709\u9650\u3002
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\u5728\u672c\u6587\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u5e94\u7528\u7ecf\u9a8c\u65b9\u6cd5\u6765\u91cf\u5316\u8fc7\u53bb\u57ce\u5e02\u5316\u548c\u672a\u6765\u57ce\u5e02\u5316\u5728\u4e0d\u540c\u5171\u4eab\u793e\u4f1a\u7ecf\u6d4e\u8def\u5f84<\/span>\uff08Shared Socioeconomic Pathways, SSPs\uff09<\/span>\u4e0b\u9884\u6d4b\u7684\u6c14\u5019\u5f71\u54cd\u3002\u7814\u7a76\u8005\u53d1\u73b0\u5728\u4e09\u79cd\u8bf4\u660e\u6027\u60c5\u666f\u4e0b\uff0c\u57ce\u5e02\u5316\u90fd\u4f1a\u5bf9\u8fc7\u53bb\u548c\u672a\u6765\u7684\u53cd\u7167\u7387\u4ea7\u751f\u5f71\u54cd\uff0c\u8fdb\u800c\u52a0\u5267\u53d8\u6696\u6548\u5e94\u3002\u76f8\u5bf9\u4e8e 2001 \u5e74\uff0c2018 \u5e74\u57ce\u5e02\u5316\u9020\u6210\u7684\u53cd\u7167\u7387\u4e0b\u964d\u5bfc\u81f4 100 \u5e74\u95f4\u5e73\u5747\u6bcf\u5e74\u5168\u7403\u53d8\u6696 0.00014 [0.00008, 0.00021] \u00b0C\u3002\u5982\u679c\u6ca1\u6709\u9002\u5f53\u7684\u7f13\u89e3\u63aa\u65bd\uff0c\u5728\u4e2d\u7b49\u6392\u653e\u60c5\u666f\uff08SSP2-4.5\uff09\u4e2d\uff0c2050 \u5e74\u548c 2100 \u5e74\u76f8\u5bf9\u4e8e 2018 \u5e74\u7684\u672a\u6765\u57ce\u5e02\u5316\u5c06\u5206\u522b\u901a\u8fc7\u6539\u53d8\u5730\u7403\u7684\u53cd\u7167\u7387\u4ece\u800c\u4ea7\u751f 0.00107 [0.00057,0.00179] \u00b0C \u548c  0.00152 [0.00078,0.00259] \u00b0C\u7684 100 \u5e74\u5e73\u5747\u53d8\u6696\u6548\u5e94\u3002<\/span><\/p>\n


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\u56fe\uff1a\u57ce\u5e02\u5316\u5f15\u8d77\u7684\u5730\u8868\u53cd\u7167\u7387\u5168\u7403\u53d8\u5316\u3002\uff08a\uff092018 \u5e74\u76f8\u5bf9\u4e8e 2001 \u5e74\u7684\u53d8\u5316\uff0c\uff08b\uff092050 \u5e74\u76f8\u5bf9\u4e8e 2018 \u5e74\u7684\u53d8\u5316\uff0c\uff08c\uff092100 \u5e74\u76f8\u5bf9\u4e8e 2050 \u5e74\u7684\u53d8\u5316\uff0c\u4ee5\u53ca\uff08d\uff09\u663e\u793a\u7f51\u683c\u7ea7\u53cd\u7167\u7387\u53d8\u5316\u7684\u5b8c\u6574\u5206\u5e03\u7684\u76f4\u65b9\u56fe\u3002\uff08b\u3001c\uff09\u662f SSP2-4.5 \u4e2d\u7b49\u6392\u653e\u60c5\u666f\u4e0b\u7684\u53cd\u7167\u7387\u53d8\u5316\u3002<\/span><\/section>\n


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8.\u5229\u75282021\u5e7423\u4e2a\u56fd\u5bb6\u7684\u6570\u636e\u91cd\u65b0<\/strong><\/p>\n

\u5ba1\u89c6\u4e16\u754c\u5404\u5730\u5bf9\u65b0\u51a0\u75ab\u82d7\u7684\u72b9\u8c6b\u6001\u5ea6<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aRevisiting COVID-19 vaccine hesitancy around the world using data from 23 countries in 2021<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-022-31441-x<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u5c3d\u7ba1\u5df2\u7ecf\u5f00\u53d1\u51fa\u53ef\u6709\u6548\u964d\u4f4e\u6b7b\u4ea1\u548c\u4e25\u91cd\u75be\u75c5\u98ce\u9669\u7684\u75ab\u82d7\uff0c\u4f46 COVID-19 \u5927\u6d41\u884c\u4ecd\u7ee7\u7eed\u5f71\u54cd\u65e5\u5e38\u751f\u6d3b\uff0c\u5305\u62ec\u536b\u751f\u7cfb\u7edf\u7684\u8fd0\u4f5c\u3002\u636e\u62a5\u9053\uff0c\u5bf9 COVID-19 \u75ab\u82d7\u5b89\u5168\u6027\u3001\u6709\u6548\u6027\u3001\u98ce\u9669\u7684\u8bef\u89e3\u4ee5\u53ca\u5bf9\u8d1f\u8d23\u75ab\u82d7\u63a5\u79cd\u8fd0\u52a8\u673a\u6784\u7684\u4e0d\u4fe1\u4efb\u662f\u5bfc\u81f4\u75ab\u82d7\u72b9\u8c6b\u7684\u56e0\u7d20\u3002\u7814\u7a76\u4eba\u5458\u4e8e 2021 \u5e74 6 \u6708\u8c03\u67e5\u4e86\u5168\u7403 COVID-19 \u75ab\u82d7\u72b9\u8c6b\u60c5\u51b5\u3002\u4ed6\u4eec\u5bf9\u6765\u81ea 23 \u4e2a\u56fd\u5bb6\u7684 1,000 \u540d\u5177\u6709\u5168\u56fd\u4ee3\u8868\u6027\u7684\u6837\u672c\u8fdb\u884c\u4e86\u8c03\u67e5\u3002\u5bf9\u6570\u636e\u8fdb\u884c\u63cf\u8ff0\u6027\u5206\u6790\uff0c\u5e76\u4f7f\u7528\u52a0\u6743\u591a\u53d8\u91cf\u903b\u8f91\u56de\u5f52\u6765\u63a2\u7d22\u4e0e\u75ab\u82d7\u72b9\u8c6b\u7684\u5173\u8054\u3002\u5728\u8fd9\u91cc\uff0c\u7814\u7a76\u7ed3\u679c\u663e\u793a\u8d85\u8fc7\u56db\u5206\u4e4b\u4e09\uff0875.2%\uff09\u7684 23,000 \u540d\u53d7\u8bbf\u8005\u8868\u793a\u63a5\u53d7\u4e86\u75ab\u82d7\uff0c\u9ad8\u4e8e\u4e00\u5e74\u524d\u7684 71.5%\u3002\u5728\u6240\u6709\u56fd\u5bb6\/\u5730\u533a\uff0c\u75ab\u82d7\u72b9\u8c6b\u4e0e\u5bf9 COVID-19 \u75ab\u82d7\u5b89\u5168\u6027\u548c\u79d1\u5b66\u7f3a\u4e4f\u4fe1\u4efb\u4ee5\u53ca\u5bf9\u5176\u529f\u6548\u7684\u6000\u7591\u6709\u5173\u3002\u5bf9\u75ab\u82d7\u72b9\u8c6b\u4e0d\u51b3\u7684\u53d7\u8bbf\u8005\u5bf9\u8981\u6c42\u63d0\u4f9b\u75ab\u82d7\u63a5\u79cd\u8bc1\u660e\u4e5f\u975e\u5e38\u62b5\u89e6\uff1b\u5206\u522b\u6709 31.7%\u300120%\u300115% \u548c 14.8% \u7684\u4eba\u8d5e\u6210\u5728\u8fdb\u5165\u56fd\u9645\u65c5\u884c\u3001\u5ba4\u5185\u6d3b\u52a8\u3001\u5c31\u4e1a\u548c\u516c\u7acb\u5b66\u6821\u65f6\u8981\u6c42\u63d0\u4f9b\u75ab\u82d7\u63a5\u79cd\u8bc1\u660e\u3002\u4e3a\u4e86\u4f7f\u6b63\u5728\u8fdb\u884c\u7684 COVID-19 \u75ab\u82d7\u63a5\u79cd\u8fd0\u52a8\u6210\u529f\u5730\u63d0\u9ad8\u672a\u6765\u7684\u8986\u76d6\u7387\uff0c\u4ecd\u6709\u5927\u91cf\u6311\u6218\u9700\u8981\u514b\u670d\u3002\u8fd9\u4e9b\u63aa\u65bd\u5305\u62ec\u589e\u52a0\u90a3\u4e9b\u62a5\u544a\u75ab\u82d7\u4fe1\u5fc3\u8f83\u4f4e\u7684\u4eba\u7684\u75ab\u82d7\u63a5\u79cd\u7387\uff0c\u4ee5\u53ca\u6269\u5927\u4f4e\u6536\u5165\u548c\u4e2d\u7b49\u6536\u5165\u56fd\u5bb6\u7684\u75ab\u82d7\u63a5\u79cd\u7387\u3002<\/span><\/p>\n


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\u75ab\u82d7\u72b9\u8c6b\u4e0e\u4e00\u4e2a\u56fd\u5bb6\u5f53\u524d\u7684 COVID-19 \u75c5\u4f8b\u8d1f\u62c5\uff08r\u2009=\u2009\u22120.13\uff0cp\u2009=\u20090.560\uff09\u548c\u6b7b\u4ea1\u7387\uff08r\u2009=\u2009\u22120.25\uff0cp\u2009=\u20090.390\uff09\u6ca1\u6709\u663e\u8457\u76f8\u5173\u6027\u3002\u56fd\u5bb6\u75ab\u82d7\u63a5\u79cd\u7387\u4e0e\u75ab\u82d7\u72b9\u8c6b\u5448\u8d1f\u76f8\u5173\uff08r\u2009=\u2009-0.45\uff0cp\u2009=\u20090.034\uff09\u3002\u75ab\u82d7\u7684\u63a5\u79cd\u901a\u5e38\u53d6\u51b3\u4e8e\u8be5\u56fd\u4f9b\u5e94\u548c\u670d\u52a1\u7684\u53ef\u7528\u6027\u3002\u7814\u7a76\u7ed3\u679c\u53d1\u73b0\uff0c\u4e0e\u6837\u672c\u7684\u5176\u4ed6\u56fd\u5bb6\u76f8\u6bd4\uff0c\u975e\u6d32\u56fd\u5bb6\u7684\u75ab\u82d7\u63a5\u79cd\u7387\u8f83\u4f4e\u4e14\u72b9\u8c6b\u5ea6\u76f8\u5bf9\u8f83\u9ad8\u3002\u5728\u75ab\u82d7\u63a5\u79cd\u7387\u8d85\u8fc7 40% \u7684\u56fd\u5bb6\u4e2d\u89c2\u5bdf\u5230\u4e86\u8f83\u4f4e\u7684\u72b9\u8c6b\uff0c\u4f46\u6ce2\u5170\u3001\u6cd5\u56fd\u548c\u7f8e\u56fd\u9664\u5916\uff0c\u540e\u8005\u7684\u72b9\u8c6b\u8f83\u9ad8\u3002\u4fc4\u7f57\u65af\uff0864.5%\uff09\u3001\u6ce2\u5170\uff0853.7%\uff09\u548c\u6cd5\u56fd\uff0851.1%\uff09\u6700\u5e38\u62a5\u544a\u7236\u6bcd\u5bf9\u5b69\u5b50\u63a5\u79cd\u75ab\u82d7\u72b9\u8c6b\u4e0d\u51b3\u7684\u60c5\u51b5\uff0c\u800c\u4e2d\u56fd\uff081.5%\u548c2%\uff09\u3001\u65b0\u52a0\u5761\uff083.3%\u548c5.3%\uff09\u3001\u97e9\u56fd\uff083.8%\u548c2.1%\uff09\u3001\u52a0\u7eb3\uff085.8%\u548c1.5%\uff09\u548c\u5c3c\u65e5\u5229\u4e9a\uff086%\u548c2.3%\uff09\u6700\u5c11\u3002\u5728\u6240\u6709\u56fd\u5bb6\uff0c\u90a3\u4e9b\u72b9\u8c6b\u4e0d\u51b3\u7684\u7236\u6bcd\u4e3a\u81ea\u5df1\u7684\u5b69\u5b50\u63a5\u79cd\u75ab\u82d7\u7684\u72b9\u8c6b\u66f4\u5927\u3002<\/span><\/p>\n


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\u56fe \uff1a\u7236\u6bcd\u5bf9\u513f\u7ae5\u63a5\u79cd COVID-19 \u75ab\u82d7\u7684\u72b9\u8c6b\u4e0d\u51b3\u3002\u75ab\u82d7\u72b9\u8c6b\u88ab\u5b9a\u4e49\u4e3a\u5bf9\u53d7\u8bbf\u8005\u662f\u5426\u63a5\u53d7\u8fc7\u81f3\u5c11\u4e00\u5242 COVID-19 \u75ab\u82d7\u7684\u95ee\u9898\u62a5\u544a\u201c\u5426\u201d\uff0c\u5e76\u4e14\u5bf9\u8be5\u95ee\u9898\u201c\u4e0d\u786e\u5b9a\/\u6ca1\u6709\u610f\u89c1\u201d\u3001\u201c\u6709\u4e9b\u4e0d\u540c\u610f\u201d\u6216\u201c\u975e\u5e38\u4e0d\u540c\u610f\u201d \u5173\u4e8e\u4ed6\u4eec\u662f\u5426\u4f1a\u5728\u53ef\u7528\u65f6\u63a5\u79cd COVID-19 \u75ab\u82d7\u3002<\/span><\/section>\n


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9.\u91cf\u5b50\u5bc6\u7801\u7684\u5b89\u5168\u6027<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aSecurity in quantum cryptography<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aReviews of Modern Physics<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1a<\/span>https:\/\/journals.aps.org\/rmp\/abstract\/10.1103\/RevModPhys.94.025008<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u91cf\u5b50\u5bc6\u7801\u5b66\u5229\u7528\u91cf\u5b50\u7269\u7406\u539f\u7406\u5bf9\u4fe1\u606f\u8fdb\u884c\u5b89\u5168\u5904\u7406\u3002\u4e00\u4e2a\u7a81\u51fa\u7684\u4f8b\u5b50\u662f\u5b89\u5168\u901a\u4fe1\uff0c\u5373\u628a\u673a\u5bc6\u4fe1\u606f\u4ece\u4e00\u4e2a\u5730\u65b9\u4f20\u8f93\u5230\u53e6\u4e00\u4e2a\u5730\u65b9\u7684\u4efb\u52a1\u3002\u8fd9\u91cc\u7684\u52a0\u5bc6\u8981\u6c42\u662f\uff0c\u5373\u4f7f\u901a\u4fe1\u6e20\u9053\u4e0d\u53ef\u4fe1\uff0c\u4e5f\u4e0d\u80fd\u8ba9\u6307\u5b9a\u63a5\u6536\u8005\u4ee5\u5916\u7684\u4efb\u4f55\u4eba\u63a5\u89e6\u5230\u6240\u4f20\u8f93\u7684\u4fe1\u606f\u3002\u5728\u7ecf\u5178\u5bc6\u7801\u5b66\u4e2d\uff0c \u8fd9\u901a\u5e38\u53ea\u80fd\u5728\u8ba1\u7b97\u56f0\u96be\u7684\u5047\u8bbe\u4e0b\u5f97\u5230\u4fdd\u8bc1\uff0c\u4f8b\u5982\u5f53\u56e0\u5f0f\u5206\u89e3\u5927\u6574\u6570\u4e0d\u53ef\u884c\u65f6\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u91cf\u5b50\u5bc6\u7801\u7684\u5b89\u5168\u6027\u5b8c\u5168\u4f9d\u8d56\u4e8e\u91cf\u5b50\u529b\u5b66\u7684\u89c4\u5f8b\u3002\u8fd9\u7bc7\u6587\u7ae0\u56de\u987e\u4e86\u8fd9\u79cd\u5b89\u5168\u7684\u7269\u7406\u6982\u5ff5\uff0c\u91cd\u70b9\u662f\u91cf\u5b50\u5bc6\u94a5\u5206\u53d1\u548c\u5b89\u5168\u901a\u4fe1\u3002<\/span><\/p>\n


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\u56fe\uff1a\u91cf\u5b50\u901a\u8baf\u4e00\u4e2a\u7b80\u5355\u7684\u975e\u52a0\u5bc6\u793a\u4f8b\uff08a\uff09\u4e00\u4e2a\u65e0\u566a\u97f3\u7684\u4fe1\u9053\uff0c\u5b8c\u7f8e\u5730\u5c06\u4fe1\u606f\u4ece Alice \u4f20\u9012\u7ed9 Bob\u3002\uff08b\uff09\u4e00\u4e2a\u6709\u566a\u97f3\u7684\u4fe1\u9053\uff0c\u6539\u53d8\u4e86\u4ece Alice \u53d1\u7ed9 Bob \u7684\u4fe1\u606f\u3002\uff08c\uff09 Alice \u5c06\u5979\u7684\u4fe1\u606f\u7f16\u7801\u5230\u4e00\u4e2a\u66f4\u5927\u7684\u7a7a\u95f4\u4e2d\uff0c\u800c Bob\u5728\u63a5\u6536\u65f6\u5bf9\u5176\u8fdb\u884c\u89e3\u7801\u3002\u5728\uff08a, c\uff09\u4e2d\uff0c\u6bcf\u4e2a\u77e9\u5f62\u4ee3\u8868\u4e00\u4e2a\u53cd\u5e94\u5f0f\u7cfb\u7edf\uff0c\u5728\u6536\u5230\u8f93\u5165\u65f6\u4ea7\u751f\u4e00\u4e2a\u8f93\u51fa\u3002\u5e26\u5706\u89d2\u7684\u77e9\u5f62\u662f\u7531\u4e00\u65b9\u8fdb\u884c\u7684\u5c40\u90e8\u64cd\u4f5c [\u5982\uff08c\uff09\u4e2d\u7684\u7f16\u7801\u548c\u89e3\u7801] \u3002\u77e9\u5f62\u6846\u662f\u4e00\u4e2a\u53ef\u80fd\u6709\u566a\u58f0\u7684\u901a\u9053\uff0c\u4ece Alice \u4f20\u9012\u7ed9 Bob\uff0c\u5728\u6536\u5230 Alice \u7684\u8f93\u5165\u540e\uff0c\u5728\u901a\u9053\u7684\u53e6\u4e00\u7aef\u4ea7\u751f\u4e00\u4e2a\u8f93\u51fa\u3002\u7bad\u5934\u4ee3\u8868\u4ece\u4e00\u4e2a\u7cfb\u7edf\u4f20\u8f93\u5230\u53e6\u4e00\u4e2a\u7cfb\u7edf\u7684\u91cf\u5b50\u6001\u3002<\/span><\/section>\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

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

<\/section>\n<\/h4>\n
Complexity Express \u6bcf\u5929\u722c\u53d6\u590d\u6742\u7cfb\u7edf\u9886\u57df\u6700\u65b0\u53d1\u8868\u7684\u9876\u520a\u8bba\u6587\uff0c\u6bcf\u5468\u901a\u8fc7\u201c\u96c6\u667a\u6591\u56fe\u201d\u670d\u52a1\u53f7\u6c47\u603b\u63a8\u9001\u3002<\/span><\/section>\n
 <\/span><\/section>\n
\u8fdb\u5165 Complexity Express \u9875\u9762\u5373\u53ef\u968f\u65f6\u67e5\u770b\u9876\u520a\u8bba\u6587\u66f4\u65b0\uff0c\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5fae\u4fe1\u63a5\u6536\u7814\u7a76\u66f4\u65b0\u63a8\u9001\u548c\u4e00\u5468\u6c47\u603b\u3002<\/span><\/section>\n

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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":35638,"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\/35666"}],"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=35666"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/35666\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/35638"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=35666"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=35666"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=35666"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=35666"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}