{"id":50,"date":"2018-08-12T01:00:00","date_gmt":"2018-08-11T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%a6%82%e4%bd%95%e6%8f%90%e9%ab%98%e6%90%9c%e7%b4%a2%e6%96%b0%e7%b2%92%e5%ad%90%e7%9a%84%e8%83%bd%e5%8a%9b\/"},"modified":"2018-12-06T14:47:42","modified_gmt":"2018-12-06T06:47:42","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%a6%82%e4%bd%95%e6%8f%90%e9%ab%98%e6%90%9c%e7%b4%a2%e6%96%b0%e7%b2%92%e5%ad%90%e7%9a%84%e8%83%bd%e5%8a%9b","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=50","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u5982\u4f55\u63d0\u9ad8\u641c\u7d22\u65b0\u7c92\u5b50\u7684\u80fd\u529b"},"content":{"rendered":"
\n

\"\u673a\u5668\u5b66\u4e60\u5982\u4f55\u63d0\u9ad8\u641c\u7d22\u65b0\u7c92\u5b50\u7684\u80fd\u529b\"<\/p>\n

\u4eca\u5e744\u6708\uff0c\u5728LHC<\/span><\/strong>\uff08\u5927\u578b\u5f3a\u5b50\u5bf9\u649e\u673a\uff09<\/span><\/strong>\u5185\u90e8\u7684\u4e00\u6b21\u78b0\u649e\u4e2d\uff0c\u53d1\u73b0\u4e86\u4e2a\u522b\u5e26\u7535\u7c92\u5b50\uff08\u6a59\u8272\u7ebf\uff09\u548c\u5927\u7c92\u5b50\u55b7\u5c04<\/span><\/strong><\/span><\/strong>\uff08\u9ec4\u8272\u9525\u4f53\uff09\u3002 | <\/span><\/strong> <\/span><\/strong>ATLAS<\/span><\/strong><\/span><\/p>\n

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\u5bfc\u8bed<\/span><\/strong><\/span><\/p>\n

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\u5728\u5bfb\u627e\u65b0\u7c92\u5b50\u65f6\uff0c\u4f20\u7edf\u7684\u641c\u7d22\u7b97\u6cd5\u603b\u662f\u9700\u8981\u7269\u7406\u5b66\u5bb6\u4e8b\u5148\u5047\u8bbe\u51fa\u7c92\u5b50\u7684\u8868\u73b0\uff0c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5219\u4e3a\u6b64\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\n
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\u7f16\u8bd1\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8\u7ffb\u8bd1\u7ec4
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\u6765\u6e90\uff1aQuantamagazine<\/span><\/p>\n

\u539f\u9898\uff1aHow Artificial Intelligence Can Supercharge the Search for New Particles<\/span><\/p>\n<\/blockquote>\n<\/section>\n


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\u5728\u5927\u578b\u5f3a\u5b50\u5bf9\u649e\u673a\u4e2d\uff0c\u6bcf\u79d2\u4f1a\u6709\u5341\u4ebf\u5bf9\u8d28\u5b50\u649e\u51fb\u3002\u6709\u65f6\uff0c\u673a\u5668\u4f1a\u5e72\u6270\u73b0\u5b9e\u72b6\u51b5\uff0c\u5728\u78b0\u649e\u4e2d\u4ea7\u751f\u4e00\u4e9b\u524d\u6240\u672a\u6709\u7684\u4e1c\u897f\u3002\u7531\u4e8e\u8fd9\u4e9b\u4e8b\u4ef6\u672c\u8eab\u662f\u610f\u5916\u51fa\u73b0\u7684\uff0c\u7269\u7406\u5b66\u5bb6\u4eec\u5e76\u4e0d\u6e05\u695a\u81ea\u5df1\u8981\u5bfb\u627e\u4ec0\u4e48\u3002<\/span><\/p>\n


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\u4ece\u6570\u5341\u4ebf\u6b21\u78b0\u649e\u7684\u6570\u636e\u91cc\uff0c\u7b5b\u9009\u51fa\u65b9\u4fbf\u7ba1\u7406\u7684\u5c0f\u6570\u636e\u91cf\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4ed6\u4eec\u62c5\u5fc3\uff0c\u53ef\u80fd\u4f1a\u65e0\u610f\u95f4\u5220\u9664\u6389\u65b0\u7406\u8bba\u7684\u8bc1\u636e<\/strong>\u3002\u7ebd\u7ea6\u5927\u5b66\u7c92\u5b50\u7269\u7406\u5b66\u5bb6\uff0c\u5728CERN\uff08\u6b27\u6d32\u6838\u5b50\u7814\u7a76\u4e2d\u5fc3\uff09\u8fdb\u884c\u8fc7ATLAS\u5b9e\u9a8c\u5de5\u4f5c\uff08\u7c92\u5b50\u89c2\u6d4b\uff09\u7684Kyle Cranmer\u8bb2\u9053\uff0c\u201c\u6211\u4eec\u603b\u662f\u62c5\u5fc3\u5012\u6d17\u6fa1\u6c34\u7684\u65f6\u5019\uff0c\u628a\u5a74\u513f\u4e5f\u4e00\u8d77\u5012\u4e86\u51fa\u53bb\u201d\u3002<\/span><\/p>\n


<\/p>\n

\u9762\u5bf9\u9700\u8981\u51cf\u5c11\u6570\u636e\u91cf<\/strong>\u7684\u6311\u6218\uff0c\u4ece\u6d69\u701a\u65e0\u57a0\u7684\u5bfb\u5e38\u4e8b\u4ef6\u4e2d\uff0c\u6316\u6398\u51fa\u65b0\u7684\u7269\u7406\u73b0\u8c61\uff0c\u4e00\u4e9b\u7269\u7406\u5b66\u5bb6\u5f00\u59cb\u5c1d\u8bd5\u4e00\u79cd\u79f0\u4e3a\u201c\u6df1\u5ea6\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u201d<\/strong>\u7684\u673a\u5668\u5b66\u4e60\u6280\u672f\u3002<\/span><\/p>\n


<\/p>\n

\u5728\u673a\u5668\u5b66\u4e60\u7684\u539f\u578b\u7528\u4f8b\u4e2d\uff0c\u901a\u8fc7\u5b66\u4e60\u5927\u91cf\u7684\u6807\u7b7e\u4e3a\u201ccat\u201d\u548c\u201cdog\u201d\u7684\u56fe\u50cf\uff0c\u6df1\u5ea6\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u638c\u63e1\u8fa8\u522b\u732b\u548c\u72d7\u7684\u80fd\u529b\u3002<\/span><\/p>\n


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\u4f46\u662f\uff0c\u7531\u4e8e\u7269\u7406\u5b66\u5bb6\u65e0\u6cd5\u5411\u673a\u5668\u8f93\u5165\u4ed6\u4eec\u4ece\u6765\u6ca1\u6709\u89c1\u8fc7\u7684\u56fe\u50cf\uff0c\u5bf9\u4e8e\u5bfb\u627e\u65b0\u7c92\u5b50<\/strong>\u7684\u95ee\u9898\uff0c\u8fd9\u79cd\u65b9\u6cd5\u5e76\u4e0d\u594f\u6548\u3002<\/span><\/p>\n


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

\u56e0\u6b64\uff0c\u7269\u7406\u5b66\u5bb6\u5c1d\u8bd5\u8ba9\u673a\u5668\u4ece\u5df2\u77e5\u7684\u7c92\u5b50\u5f00\u59cb\uff0c\u5229\u7528\u7ec6\u5316\u7684\u4fe1\u606f\uff08\u6bd4\u5982\u5b83\u4eec\u5728\u603b\u4f53\u4e0a\u53ef\u80fd\u53d1\u751f\u7684\u9891\u7387\uff09\uff0c\u67e5\u627e\u4e0d\u5e38\u89c1\u7684\u4e8b\u4ef6 \uff0c\u8fd9\u79cd\u6280\u672f\u88ab\u79f0\u4e3a\u201c\u5f31\u76d1\u7763\u5b66\u4e60\u201d<\/strong>\u3002<\/span><\/p>\n


<\/p>\n

\"\u673a\u5668\u5b66\u4e60\u5982\u4f55\u63d0\u9ad8\u641c\u7d22\u65b0\u7c92\u5b50\u7684\u80fd\u529b\"<\/p>\n

\u6211\u4eec\u7528\u4e00\u4e2a\u7b80\u5355\u7684\u4e8c\u7ef4\u5e73\u9762\u4f8b\u5b50\uff0c\u6765\u8bf4\u660e\u65e0\u76d1\u7763\u5b66\u4e60\u7684\u7279\u70b9\u3002\u5de6\u8fb9\u7684\u56fe\uff0c\u6a2a\u5750\u6807\u7684\u4e09\u4e2a\u533a\u95f4\uff0c\u5206\u522b\u8868\u793a\u4e09\u4e2a\u4e0d\u540c\u8d28\u91cf\u7bb1\u7684\u7c92\u5b50\uff1b\u7eb5\u5750\u6807\u8868\u793a\u7c92\u5b50\u7684\u6570\u91cf\u3002\u84dd\u7ebf\u8868\u793a\u7c92\u5b50\u7684\u603b\u6570\uff0c\u5176\u4f59\u56db\u6761\u7ebf\u8868\u793a\u5728\u4e0d\u540c\u795e\u7ecf\u7f51\u7edc\u4e2d\uff0c\u5404\u81ea\u7684\u9608\u503c\u548c\u7c92\u5b50\u7684\u5b9e\u9645\u6570\u91cf\u3002\u4e2d\u95f4\u7684\u56fe\u5c06\u6bcf\u4e2a\u8d28\u91cf\u7bb1\u4e2d\u7c92\u5b50\u7684\u4f4d\u7f6e\u5c55\u73b0\u5728\u4e8c\u7ef4\u5e73\u9762\u4e2d\uff08\u7d2b\u8272\u8868\u793a\u80cc\u666f\uff0c\u9ec4\u8272\u8868\u793a\u4fe1\u53f7\uff09\u3002\u53f3\u8fb9\u7684\u56fe\u4e2d\uff0c\u9ed1\u8272\u6b63\u65b9\u5f62\u662f\u672c\u793a\u4f8b\u6a21\u578b\u7684\u76ee\u6807\u4fe1\u53f7\u533a\u57df\u3002\u5c3d\u7ba1\u8be5\u5e73\u9762\u4e2d\u7684\u7c92\u5b50\u6ca1\u6709\u4efb\u4f55\u6807\u7b7e\u4fe1\u606f\uff0c\u65e0\u76d1\u7763\u5b66\u4e60\u4e5f\u80fd\u591f\u7528\u8fd9\u4e9b\u6570\u636e\u8bad\u7ec3\u51fa\u4e00\u4e2a\u5206\u7c7b\u5668\u3002 |  \u8bba\u6587\u2460\u56fe2<\/span><\/strong><\/span>
<\/p>\n


<\/p>\n

\u4eca\u5e74\u4e94\u6708\uff0c\u5728Arxiv.org<\/span>\u4e0a\u53d1\u8868\u7684\u4e00\u7bc7\u8bba\u6587\u4e2d\uff0c\u4e09\u4e2a\u7814\u7a76\u5458\u63d0\u51fa\uff0c\u5e94\u7528\u76f8\u5173\u7b56\u7565\u6765\u62d3\u5c55\u201c\u649e\u51fb\u72e9\u730e\u201d\u5b9e\u9a8c\uff08bump hunting\uff09\uff0c\u8be5\u7b56\u7565\u5c31\u662f\u53d1\u73b0\u5e0c\u683c\u65af\u73bb\u8272\u5b50\u7684\u7ecf\u5178\u7c92\u5b50\u72e9\u730e\u6280\u672f\u3002Ben Nachman\u662f\u52b3\u4f26\u65af\u4f2f\u514b\u5229\u56fd\u5bb6\u5b9e\u9a8c\u5ba4\u7684\u4e00\u540d\u7814\u7a76\u5458\uff0c\u4ed6\u8bf4\u9053\uff0c\u5177\u4f53\u7684\u601d\u8def\u662f\u8bad\u7ec3\u673a\u5668\uff0c\u5bfb\u627e\u6570\u636e\u96c6\u4e2d\u7f55\u89c1\u7684\u53d8\u5316\u3002<\/span><\/p>\n


<\/p>\n

\n

\u8bba\u6587\u2460\u9898\u76ee\uff1a<\/span><\/strong><\/p>\n

CWoLa Hunting: Extending the Bump Hunt with Machine Learning<\/span><\/strong><\/h1>\n

\u8bba\u6587\u2460\u5730\u5740\uff1a<\/span><\/strong><\/p>\n

https:\/\/arxiv.org\/abs\/1805.02664<\/span><\/strong><\/p>\n<\/blockquote>\n


<\/p>\n

\u6211\u4eec\u53ef\u4ee5\u5728\u732b\u72d7\u5b9e\u9a8c\u539f\u7406\u7684\u57fa\u7840\u4e0a\u505a\u4e00\u4e2a\u6e38\u620f\u2014\u2014\u4ece\u5317\u7f8e\u68ee\u6797\u89c2\u6d4b\u6570\u636e\u96c6\u4e2d\u627e\u51fa\u65b0\u7684\u52a8\u7269\u7269\u79cd\u3002<\/span> <\/span><\/p>\n


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\u5047\u8bbe\u4efb\u4f55\u4e00\u4e2a\u65b0\u52a8\u7269\uff0c\u90fd\u503e\u5411\u4e8e\u805a\u96c6\u5728\u67d0\u4e2a\u7279\u5b9a\u7684\u5730\u7406\u533a\u57df\uff08\u4e00\u4e2a\u4e0e\u56f4\u7ed5\u67d0\u4e2a\u8d28\u91cf\u805a\u96c6\u7684\u65b0\u7c92\u5b50\u76f8\u5bf9\u5e94\u7684\u6982\u5ff5\uff09\uff0c\u7b97\u6cd5\u53ef\u4ee5\u901a\u8fc7\u7cfb\u7edf\u5730\u6bd4\u8f83\u4e34\u8fd1\u533a\u57df\uff0c\u6311\u51fa\u5b83\u4eec\u3002\u5982\u679c\u4e0d\u5217\u98a0\u54e5\u4f26\u6bd4\u4e9a\u7701\u521a\u597d\u6709113\u53ea\u9a6f\u9e7f\uff0c\u534e\u76db\u987f\u5dde\u670919\u53ea\u9a6f\u9e7f\uff08\u5373\u4f7f\u6570\u636e\u96c6\u4e2d\u6709\u6570\u767e\u4e07\u53ea\u677e\u9f20\uff09\uff0c\u6574\u4e2a\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u90fd\u6ca1\u6709\u76f4\u63a5\u5b66\u4e60\u8fc7\u9a6f\u9e7f\uff0c\u8be5\u7a0b\u5e8f\u4e5f\u53ef\u4ee5\u533a\u5206\u51fa\u677e\u9f20\u548c\u9a6f\u9e7f\u3002<\/span><\/p>\n


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

Tim Cohen\u662f\u4fc4\u52d2\u5188\u5927\u5b66\u7684\u4e00\u540d\u7406\u8bba\u7c92\u5b50\u7269\u7406\u5b66\u5bb6\uff0c\u540c\u65f6\uff0c\u4ed6\u4e5f\u7814\u7a76\u5f31\u76d1\u7763\u5b66\u4e60\uff0c\u4ed6\u6307\u51fa\uff0c\u201c\u8fd9\u4e0d\u662f\u9b54\u672f\uff0c\u4f46\u50cf\u9b54\u672f\u4e00\u6837\u795e\u5947\u201d\u3002<\/span><\/p>\n


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\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u7c92\u5b50\u7269\u7406\u5b66\u4e2d\u4f20\u7edf\u7684\u641c\u7d22\u65b9\u6cd5\uff0c\u901a\u5e38\u8981\u6c42\u7814\u7a76\u5458\u5bf9\u65b0\u73b0\u8c61\u505a\u51fa\u5047\u8bbe\u3002<\/span><\/p>\n


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\u4ed6\u4eec\u901a\u8fc7\u521b\u5efa\u6a21\u578b\uff0c\u63cf\u8ff0\u4e00\u4e2a\u65b0\u7c92\u5b50\u4f1a\u5982\u4f55\u8868\u73b0\uff0c\u4f8b\u5982\uff0c\u65b0\u7684\u7c92\u5b50\u53ef\u80fd\u4f1a\u503e\u5411\u4e8e\u8870\u53d8\u6210\u5df2\u77e5\u7c92\u5b50\u7684\u7279\u5b9a\u661f\u5ea7\u3002\u53ea\u6709\u5728\u4ed6\u4eec\u5b9a\u4e49\u4e86\u4ed6\u4eec\u8981\u5bfb\u627e\u7684\u4e1c\u897f\u4e4b\u540e\uff0c\u4ed6\u4eec\u624d\u80fd\u8bbe\u8ba1\u51fa\u81ea\u5b9a\u4e49\u641c\u7d22\u7b56\u7565\u3002\u8fd9\u9879\u4efb\u52a1\u901a\u5e38\u8981\u82b1\u8d39\u4e00\u4e2a\u535a\u58eb\u751f\u81f3\u5c11\u4e00\u5e74\u7684\u65f6\u95f4\u3002<\/span><\/p>\n


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

Nachman\u8ba4\u4e3a\uff0c\u5728\u673a\u5668\u5b66\u4e60\u7684\u5e2e\u52a9\u4e0b\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u4ee5\u5b8c\u6210\u5f97\u66f4\u5feb\uff0c\u66f4\u5f7b\u5e95\u3002<\/strong><\/span><\/p>\n


<\/p>\n

\"\u673a\u5668\u5b66\u4e60\u5982\u4f55\u63d0\u9ad8\u641c\u7d22\u65b0\u7c92\u5b50\u7684\u80fd\u529b\"<\/p>\n

\u5728\u65e0\u76d1\u7763\u5b66\u4e60\u4e2d\uff0c\u901a\u8fc7\u8c03\u6574\u53c2\u6570\u7684\u503c\uff08\u56fe\u4e2d\u6d4b\u8bd5\u56e0\u5b50\u5206\u522b\u4e3a10%\uff0c5%\uff0c1%\uff0c\u548c0\uff09\uff0c\u6784\u5efa\u4e0d\u540c\u7684\u5206\u7c7b\u5668\uff0c\u53ef\u4ee5\u5b9e\u73b0\u7f51\u7edc\u6027\u80fd\u7684\u53d8\u5316\u3002\u4ee5\u4e8c\u7ef4\u6a21\u578b\u4e2d\u7684\u6570\u636e\u4e3a\u4f8b\uff0c\u8bad\u7ec3\u7ed3\u679c\u5982\u56fe\u6240\u793a\u3002\u524d\u4e24\u4e2a\u4f8b\u5b50\uff0c\u7f51\u7edc\u80fd\u591f\u6b63\u786e\u5730\u627e\u5230\u4fe1\u53f7\u533a\u57df\uff0c\u4f46\u4e5f\u51fa\u73b0\u4e86\u8fc7\u62df\u5408\u73b0\u8c61\u3002\u5de6\u4e0b\u65b9\u4f8b\u5b50\u4e2d\uff0c\u7f51\u7edc\u5728\u4fe1\u53f7\u533a\u57df\u9644\u8fd1\u627e\u5230\u4e86\u6b63\u786e\u7684\u5f62\u72b6\uff0c\u6027\u80fd\u6ca1\u6709\u635f\u5931\uff0c\u6700\u540e\u4e00\u4e2a\u7f51\u7edc\u65e0\u6cd5\u6536\u655b\u5230\u4fe1\u53f7\u533a\u57df\u3002 |  \u8bba\u6587\u2460\u56fe4<\/span><\/strong>
<\/p>\n


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CWoLa\u7b97\u6cd5<\/span><\/strong>\uff0c\u8868\u793a\u65e0\u76d1\u7763\u5b66\u4e60\uff08Classification Without Labels\uff09\uff0c\u53ef\u4ee5\u641c\u7d22\u4efb\u610f\u672a\u77e5\u7c92\u5b50\u7684\u73b0\u6709\u6570\u636e\u3002\u672a\u77e5\u7c92\u5b50\u4f1a\u8870\u53d8\u6210\u76f8\u540c\u7c7b\u578b\u7684\u4e24\u4e2a\u8f83\u8f7b\u7684\u672a\u77e5\u7c92\u5b50\uff0c\u6216\u4e24\u4e2a\u76f8\u540c\u6216\u4e0d\u540c\u7c7b\u578b\u7684\u5df2\u77e5\u7c92\u5b50\u3002<\/span><\/p>\n


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

\u5229\u7528\u666e\u901a\u7684\u641c\u7d22\u65b9\u6cd5\uff0cLHC\u673a\u6784\u81f3\u5c11\u8981\u82b1\u8d3920\u5e74\u65f6\u95f4\u624d\u53ef\u80fd\u627e\u5230\u540e\u8005\u5b58\u5728\u7684\u53ef\u80fd\u6027\uff0c\u76ee\u524d\u5bf9\u524d\u8005\u7684\u641c\u7d22\u4e5f\u6ca1\u6709\u4efb\u4f55\u7ed3\u679c\u3002<\/span><\/p>\n


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

\u4f46\u7814\u7a76ATLAS\u9879\u76ee\u7684Nachman\u63d0\u51fa\uff0cCWoLa\u53ef\u4ee5\u4e00\u6b21\u5b8c\u6210\u6240\u6709\u7684\u8fd9\u4e9b\u5de5\u4f5c\u3002<\/span><\/p>\n


<\/p>\n

\n

\u8bba\u6587\u2461\u9898\u76ee\uff1a<\/span><\/p>\n

The unexplored landscape of two-body resonances<\/span><\/p>\n

\u8bba\u6587\u2461\u5730\u5740\uff1a
<\/span><\/p>\n

https:\/\/arxiv.org\/abs\/1610.09392<\/span><\/p>\n<\/blockquote>\n


<\/p>\n

\u5176\u4ed6\u5b9e\u9a8c\u7c92\u5b50\u7269\u7406\u5b66\u5bb6\u4e5f\u4e00\u81f4\u8ba4\u4e3a\uff0c\u8fd9\u662f\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u9879\u76ee\u3002<\/span><\/p>\n


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

Kate Pachal\u662f\u4e00\u540d\u7269\u7406\u5b66\u5bb6\uff0c\u5979\u5728ATLAS\u9879\u76ee\u4e2d\u5bfb\u627e\u65b0\u7684\u7c92\u5b50\u78b0\u649e\uff0c\u5979\u8bf4\u9053\uff0c\u201c\u6211\u4eec\u5df2\u7ecf\u89c2\u5bdf\u4e86\u5f88\u591a\u53ef\u9884\u6d4b\u7684\u533a\u57df\uff0c\u5bf9\u6211\u4eec\u6765\u8bf4\uff0c\u4e0b\u4e00\u6b65\u7684\u65b9\u5411\u662f\uff0c\u89c2\u5bdf\u90a3\u4e9b\u6211\u4eec\u6ca1\u770b\u8fc7\u7684\u89d2\u843d\u3002\u201d \u53bb\u5e74\uff0c\u5979\u548c\u51e0\u4e2a\u540c\u4e8b\u4e00\u76f4\u5728\u8bd5\u56fe\u8bbe\u8ba1\u7075\u6d3b\u7684\u8f6f\u4ef6\uff0c\u6765\u5904\u7406\u4e00\u7cfb\u5217\u7c92\u5b50\uff0c\u4f46\u4ed6\u4eec\u4e2d\u6ca1\u6709\u4eba\u5bf9\u673a\u5668\u5b66\u4e60\u6709\u8db3\u591f\u7684\u4e86\u89e3\u3002\u5979\u8bf4\uff0c\u201c\u6211\u60f3\u73b0\u5728\u662f\u65f6\u5019\u8bd5\u4e00\u8bd5\u8fd9\u4e2a\u6280\u672f\u4e86\u201d\u3002<\/span><\/p>\n


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

\u867d\u7136\u5f53\u524d\u7684\u6570\u636e\u96c6\u4e0d\u5229\u4e8e\u5efa\u6a21\u5de5\u4f5c\uff0c\u4f46\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u6709\u5e0c\u671b\u53d1\u73b0\u6570\u636e\u4e4b\u95f4\u5fae\u5999\u7684\u76f8\u5173\u6027\u3002<\/span><\/strong>\u5176\u4ed6\u7684\u673a\u5668\u5b66\u4e60\u6280\u672f\u5df2\u7ecf\u6210\u529f\u5730\u63d0\u9ad8\u4e86LHC\u67d0\u4e9b\u4efb\u52a1\u7684\u6548\u7387\uff0c\u6bd4\u5982\u8bc6\u522b\u7531\u5e95\u5938\u514b\u7c92\u5b50\u5236\u6210\u7684\u201c\u55b7\u6d41\u201d\u3002<\/span><\/p>\n


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

\n

\u8bba\u6587\u2462\u9898\u76ee\uff1a<\/span><\/p>\n

Machine Learning AIgorithms for b-Jet Tagging at the ATLAS Experiment<\/span><\/p>\n

\u8bba\u6587\u2462\u5730\u5740\uff1a<\/span><\/p>\n

https:\/\/arxiv.org\/abs\/1711.08811<\/span><\/p>\n<\/blockquote>\n


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

\u8fd9\u9879\u5de5\u4f5c\u8868\u660e\uff0c\u7269\u7406\u5b66\u5bb6\u4eec\u786e\u5b9e\u5728\u9519\u8fc7\u4e00\u4e9b\u4fe1\u53f7<\/span>\u3002\u52a0\u5229\u798f\u5c3c\u4e9a\u5927\u5b66\u6b27\u6587\u5206\u6821\u7684\u7c92\u5b50\u7269\u7406\u5b66\u5bb6\u4e39\u5c3c\u5c14\u6000\u7279\u68ee\u8bf4\uff1a\u201c\u7269\u7406\u5b66\u5bb6\u4eec\u5c06\u4fe1\u606f\u7559\u5728\u684c\u9762\u4e0a\u3002\u4e0d\u8fc7\u5982\u679c\u4f60\u5df2\u7ecf\u5728\u673a\u5668\u4e0a\u82b1\u4e86100\u4ebf\u7f8e\u5143\uff0c\u4f60\u5e76\u4e0d\u4f1a\u60f3\u628a\u4fe1\u606f\u7559\u5728\u684c\u9762\u4e0a\u3002\u201d<\/span><\/p>\n


<\/p>\n

\u7136\u800c\uff0c\u673a\u5668\u5b66\u4e60\u5145\u6ee1\u4e86\u5c06\u624b\u81c2\u4e0e\u54d1\u94c3\uff08\u751a\u81f3\u66f4\u7cdf\u7cd5\u7684\u4e8b\u7269\uff09\u76f8\u6df7\u6dc6\u7684\u7a0b\u5e8f\u7684\u8b66\u793a\u6545\u4e8b\u3002<\/span><\/p>\n


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

\u5728LHC\uff0c\u5b9e\u9a8c\u6027\u7269\u7406\u5b66\u5bb6\u52aa\u529b\u5730\u60f3\u8981\u5ffd\u89c6\u673a\u5668\u81ea\u8eab\u5b58\u5728\u7684\u5c0f\u95ee\u9898\uff0c\u4f46\u6709\u4eba\u62c5\u5fc3\u8fd9\u79cd\u6377\u5f84\u6700\u7ec8\u4f1a\u53cd\u5e94\u51fa\u8fd9\u4e9b\u95ee\u9898\u3002ATLAS\u7684\u7269\u7406\u5b66\u5bb6Till Eifert\u95ee\u9053\uff0c\u201c\u53d1\u73b0\u5f02\u5e38\u65f6\uff0c\u5b83\u662f\u7269\u7406\u5b66\u7684\u65b0\u7a81\u7834\u5462\uff0c\u8fd8\u662f\u63a2\u6d4b\u5668\u53d1\u751f\u4e86\u4ec0\u4e48\u6709\u8da3\u7684\u4e8b\u60c5\u5462\uff1f\u201d<\/span><\/p>\n


<\/p>\n

\n
\n

\u7ffb\u8bd1\uff1a\u5c1a\u5947\u5947<\/span><\/p>\n

\u5ba1\u6821\uff1a\u5218\u57f9\u6e90<\/span><\/p>\n

\u7f16\u8f91\uff1a\u738b\u6021\u853a<\/span><\/p>\n

\u539f\u6587\u5730\u5740\uff1a<\/span><\/p>\n

https:\/\/www.quantamagazine.org\/how-artificial-intelligence-can-supercharge-the-search-for-new-particles-20180723\/<\/span><\/p>\n<\/blockquote>\n<\/section>\n

\n


<\/p>\n

\n
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<\/p>\n

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

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


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

\u56fe\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08GCN\uff09<\/span><\/strong><\/span><\/a>
<\/p>\n

\u4eba\u8138\u8bc6\u522b\u5c3a\u5ea6\u6280\u672f<\/span><\/strong><\/span><\/a>
<\/p>\n

\u673a\u5668\u5b66\u4e60\u6210\u529f\u9884\u6d4b\u6df7\u6c8c<\/span><\/strong><\/span><\/a>
<\/p>\n

\u91cf\u5b50\u673a\u5668\u5b66\u4e601.0\u65f6\u4ee3<\/span><\/strong><\/span><\/a>
<\/p>\n

\u673a\u5668\u5b66\u4e60 | \u5085\u6e25\u6210<\/span><\/strong><\/span><\/a>
<\/p>\n

\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/span><\/strong><\/span><\/a>
<\/p>\n

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\n
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\u63a8\u8350\u8bfe\u7a0b<\/strong><\/span><\/p>\n

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


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

\"\u673a\u5668\u5b66\u4e60\u5982\u4f55\u63d0\u9ad8\u641c\u7d22\u65b0\u7c92\u5b50\u7684\u80fd\u529b\"<\/div>\n
\n

\u8bfe\u7a0b\u5730\u5740\uff1ahttps:\/\/campus.swarma.org\/gcou=10337<\/span><\/span><\/p>\n


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

\n

\"\u673a\u5668\u5b66\u4e60\u5982\u4f55\u63d0\u9ad8\u641c\u7d22\u65b0\u7c92\u5b50\u7684\u80fd\u529b\"
<\/p>\n


<\/p>\n

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

\u96c6\u667aQQ\u7fa4\uff5c292641157<\/span><\/strong><\/p>\n

\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org
<\/span><\/strong><\/p>\n

\n

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

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


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

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

\n

\"\u673a\u5668\u5b66\u4e60\u5982\u4f55\u63d0\u9ad8\u641c\u7d22\u65b0\u7c92\u5b50\u7684\u80fd\u529b\"<\/p>\n<\/section>\n

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


<\/section>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"

\u4eca\u5e744\u6708\uff0c\u5728LHC\uff08\u5927\u578b\u5f3a\u5b50\u5bf9\u649e\u673a\uff09\u5185\u90e8\u7684\u4e00\u6b21\u78b0\u649e\u4e2d\uff0c\u53d1\u73b0\u4e86\u4e2a\u522b\u5e26\u7535\u7c92\u5b50\uff08\u6a59\u8272\u7ebf\uff09\u548c\u5927\u7c92\u5b50\u55b7\u5c04\uff08\u9ec4\u8272\u9525\u4f53\uff09\u3002 |  ATLAS \u5bfc\u8bed \u5728\u5bfb\u627e\u65b0\u7c92\u5b50\u65f6\uff0c\u4f20\u7edf\u7684\u641c\u7d22\u7b97\u6cd5\u603b\u662f\u9700\u8981\u7269\u7406\u5b66\u5bb6\u4e8b\u5148\u5047\u8bbe\u51fa\u7c92\u5b50\u7684\u8868\u73b0\uff0c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5219\u4e3a\u6b64\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\u3002 \u7f16\u8bd1\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8\u7ffb\u8bd1\u7ec4 \u6765\u6e90\uff1aQuanta…<\/p>\n","protected":false},"author":1,"featured_media":51,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19,22],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/50"}],"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=50"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/50\/revisions"}],"predecessor-version":[{"id":60,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/50\/revisions\/60"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/51"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=50"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=50"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=50"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=50"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}