{"id":48672,"date":"2024-03-02T11:32:53","date_gmt":"2024-03-02T03:32:53","guid":{"rendered":"https:\/\/swarma.org\/?p=48672"},"modified":"2024-03-02T11:32:53","modified_gmt":"2024-03-02T03:32:53","slug":"science-advances%ef%bc%9a%e8%9e%8d%e5%90%88%e7%89%a9%e7%90%86%e7%9f%a5%e8%af%86%e7%9a%84%e6%b0%94%e5%80%99%e4%b8%8d%e5%8f%98%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%ef%bc%8c%e6%8f%90","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=48672","title":{"rendered":"Science Advances\uff1a\u878d\u5408\u7269\u7406\u77e5\u8bc6\u7684\u201c\u6c14\u5019\u4e0d\u53d8\u201d\u673a\u5668\u5b66\u4e60\uff0c\u63d0\u9ad8\u6c14\u5019\u9884\u6d4b\u80fd\u529b"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1aClimate-invariant machine learning<\/span><\/section>\n
\u8bba\u6587\u671f\u520a\uff1aScience Advances<\/em>
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\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.science.org\/doi\/10.1126\/sciadv.adj7250<\/span><\/section>\n
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\u5728\u6c14\u5019\u53d8\u5316\u9884\u6d4b\u548c\u6a21\u578b\u4e2d\uff0c\u7cbe\u786e\u6a21\u62df\u5730\u7403\u7cfb\u7edf\u8fc7\u7a0b\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u6311\u6218\uff0c\u5c24\u5176\u662f\u5728\u6a21\u62df\u90a3\u4e9b\u5c0f\u4e8e\u6a21\u578b\u7f51\u683c\u5c3a\u5bf8\u7684\u8fc7\u7a0b\u65f6\uff0c\u8fd9\u4e9b\u8fc7\u7a0b\u662f\u6a21\u578b\u9884\u6d4b\u4e0d\u786e\u5b9a\u6027\u7684\u4e3b\u8981\u6765\u6e90\u3002\u8fd1\u5e74\u6765\uff0c\u673a\u5668\u5b66\u4e60<\/span>\uff08ML\uff09<\/span>\u7b97\u6cd5\u5728\u6539\u5584\u8fd9\u4e9b\u8fc7\u7a0b\u7684\u8868\u793a\u4e2d\u663e\u793a\u51fa\u4e86\u6f5c\u529b\uff0c\u4f46\u5b83\u4eec\u5f80\u5f80\u96be\u4ee5\u63a8\u5e7f\u5230\u672a\u7ecf\u8bad\u7ec3\u7684\u6c14\u5019\u6761\u4ef6\u3002<\/span><\/section>\n

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\u9488\u5bf9\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u8fd1\u671f\u53d1\u8868\u5728Science Advances<\/em>\u7684\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u4e2a\u201c\u6c14\u5019\u4e0d\u53d8\u201d\u7684\u673a\u5668\u5b66\u4e60\u6846\u67b6<\/span>\uff08Climate-invariant machine learning\uff09<\/span>\u3002\u6c14\u5019\u4e0d\u53d8\u5373\u5728\u4e0d\u540c\u7684\u6c14\u5019\u6761\u4ef6\u4e0b\uff0c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5747\u80fd\u8868\u73b0\u4fdd\u6301\u4e00\u81f4\uff0c\u4e0d\u53d7\u6c14\u5019\u53d8\u5316\u7684\u5f71\u54cd\u3002\u8fd9\u610f\u5473\u7740\u6c14\u5019\u4e0d\u53d8\u6620\u5c04\u80fd\u591f\u7a33\u5b9a\u63cf\u8ff0\u7269\u7406\u8fc7\u7a0b\uff0c\u5373\u6c14\u5019\u4e0d\u53d8\u673a\u5668\u5b66\u4e60\u80fd\u591f\u51c6\u786e\u5730\u9884\u6d4b\u6216\u6a21\u62df\u5728\u4e0d\u540c\u6c14\u5019\u72b6\u6001<\/span>\uff08\u5982\u4e0d\u540c\u7684\u6e29\u5ea6\u3001\u6e7f\u5ea6\u3001\u8f90\u5c04\u6c34\u5e73\u7b49\uff09<\/span>\u4e0b\u7684\u5730\u7403\u7cfb\u7edf\u8fc7\u7a0b\u3002<\/span><\/section>\n

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\u5728\u8ba1\u7b97\u89d2\u5ea6\u770b\uff0c\u5c06\u7269\u7406\u77e5\u8bc6<\/span>\uff08\u5982\u6c14\u5019\u53d8\u5316\uff09<\/span>\u878d\u5165\u673a\u5668\u5b66\u4e60\u6846\u67b6\u4ee5\u63d0\u5347\u5176\u6cdb\u5316\u80fd\u529b\u662f\u4e00\u4e2a\u6210\u529f\u7684\u793a\u4f8b\uff0c\u8fd9\u5c55\u73b0\u4e86\u5229\u7528\u9886\u57df\u77e5\u8bc6\u6765\u62bd\u53d6\u66f4\u591a\u6709\u4fe1\u606f\u91cf\u7684\u9884\u6d4b\u56e0\u5b50\u2014\u2014\u6216\u8005\u901a\u4fd7\u5730\u88ab\u79f0\u4e3a\u201c\u7279\u5f81\u5de5\u7a0b\u201d\u7684\u8fc7\u7a0b\u3002\u540c\u65f6\uff0c\u8fd9\u4e5f\u589e\u5f3a\u4e86\u6620\u5c04\u5173\u7cfb\u7684\u53ef\u89e3\u91ca\u6027\u3002\u4ece\u6c14\u5019\u79d1\u5b66\u89c6\u89d2\u6765\u770b\uff0c\u5728\u5404\u79cd\u6c14\u5019\u72b6\u6001\u4e0b\u8981\u6c42\u5927\u6c14\u975e\u7ebf\u6027\u7edf\u8ba1\u6a21\u578b\u5177\u6709\u6cdb\u5316\u80fd\u529b\u662f\u4e00\u9879\u4e25\u683c\u6d4b\u8bd5\uff0c\u5b83\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u65b0\u7684\u6620\u5c04\u3002\u76f8\u8f83\u4e8e\u76f4\u63a5\u4f7f\u7528\u5728\u4e0d\u540c\u6c14\u5019\u6761\u4ef6\u4e0b\u53ef\u83b7\u53d6\u7684\u6a21\u578b\u548c\u89c2\u5bdf\u8f93\u51fa<\/span>\uff08\u4f8b\u5982\u6bd4\u6e7f\u548c\u6e29\u5ea6\uff09<\/span>\uff0c\u8fd9\u79cd\u5bf9\u4e8e\u6c14\u5019\u548c\u914d\u7f6e\u6539\u53d8\u5177\u6709\u9c81\u68d2\u6027\u7684\u3001\u6052\u5b9a\u6620\u5c04\u662f\u66f4\u4e3a\u4f18\u8d8a\u7684\u3002<\/span><\/section>\n

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\u200d<\/span>\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/section>\n
1. <\/strong>\u673a\u5668\u5b66\u4e60\u9884\u6d4b\uff1a\u6c14\u5019\u53d8\u5316\u589e\u52a0\u5168\u7403\u6b66\u88c5\u51b2\u7a81\u98ce\u9669<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
2. <\/strong>\u6c14\u5019\u7ec8\u5c40\u4e4b\u6218\uff1a\u63a2\u7d22\u707e\u96be\u6027\u6c14\u5019\u53d8\u5316\u7684\u60c5\u666f<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
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3.<\/strong> Nat. Commun.\u901f\u9012\uff1a\u590d\u6742\u7f51\u7edc\u65b9\u6cd5\u7814\u7a76\u5317\u6781\u6c14\u5019\u53d8\u5316\u548c\u8fde\u901a\u6027<\/a><\/a><\/strong><\/strong><\/strong><\/span><\/section>\n
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4. <\/strong><\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
<\/strong><\/strong>5.<\/strong> \u9f99\u5e74\u5927\u8fd0\u8d77\uff0c\u5b66\u4e60\u6b63\u5f53\u65f6\uff01\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/strong><\/strong><\/strong><\/span><\/a><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/span><\/strong><\/strong><\/strong><\/section>\n
6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n


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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/strong><\/span><\/strong><\/span><\/strong><\/p>\n

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