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\u4ed6\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u4ee5\u300cDeep-learning enabled generalized inverse design of multi-port radio-frequency and sub-terahertz passives and integrated circuits<\/em>\u300d\u4e3a\u9898\uff0c\u4e8e\u00a02024 \u5e74 12 \u6708 30 \u65e5\u520a\u767b\u4e8e\u300aNature Communications<\/em>\u300b\u3002<\/p>\n

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\u56e2\u961f\u5229\u7528\u4e86\u4e00\u7ec4\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u6a21\u578b\u6765\u51c6\u786e\u9884\u6d4b\u4efb\u610f\u5e73\u9762 EM \u7ed3\u6784\u7684\u6563\u5c04\u548c\u8f90\u5c04\u7279\u6027\u3002\u8fd9\u662f\u8fc8\u5411\u590d\u6742 RF\/sub-THz \u7535\u8def\u7684 AI \u652f\u6301\u9006\u5411\u8bbe\u8ba1\u65b9\u6cd5\u7684\u7b2c\u4e00\u6b65\uff0c\u5b83\u5c06\u901a\u8fc7\u6d88\u9664\u6a21\u677f\u51e0\u4f55\u5f62\u72b6\u3001\u8bbe\u8ba1\u4eba\u5458\u4f53\u9a8c\u3001\u8bd5\u9519\u548c\u4e34\u65f6\u4f18\u5316\u65b9\u6cd5\u7684\u9650\u5236\u6765\u5f00\u8f9f\u65b0\u7684\u8bbe\u8ba1\u7a7a\u95f4\u3002<\/p>\n

\u6df1\u5ea6\u5b66\u4e60\u4e0e\u9006\u5411\u8bbe\u8ba1<\/strong><\/p>\n

\u8fd9\u662f\u8fc8\u5411\u590d\u6742 RF\/sub-THz \u7535\u8def\u7684 AI \u652f\u6301\u9006\u5411\u8bbe\u8ba1\u65b9\u6cd5\u7684\u7b2c\u4e00\u6b65\uff0c\u5b83\u5c06\u901a\u8fc7\u6d88\u9664\u6a21\u677f\u51e0\u4f55\u5f62\u72b6\u3001\u8bbe\u8ba1\u4eba\u5458\u4f53\u9a8c\u3001\u8bd5\u9519\u548c\u4e34\u65f6\u4f18\u5316\u65b9\u6cd5\u7684\u9650\u5236\u6765\u5f00\u8f9f\u65b0\u7684\u8bbe\u8ba1\u7a7a\u95f4\u3002<\/p>\n

\u901a\u8fc7\u542f\u53d1\u5f0f\u7b97\u6cd5\uff08\u5982\u9057\u4f20\u7b97\u6cd5 GA\u3001\u6a21\u62df\u9000\u706b\uff09\u6216\u751f\u6210\u5f0f AI \u5de5\u5177\u6765\u5b9e\u73b0\u7684\u4eff\u771f\u4e2d\uff0c\u53ef\u4ee5\u5c06\u9884\u6d4b\u6a21\u578b\u4e0e\u751f\u6210\u5f0f AI \u6846\u67b6\u6216 RL \u4e00\u8d77\u4f7f\u7528\u3002\u4ece\u968f\u673a\u7ed3\u6784\u5f00\u59cb\uff0c\u53ef\u4ee5\u901a\u8fc7\u6f14\u5316\u8fc7\u7a0b\u5b9e\u73b0\u5bf9\u5019\u9009\u89e3\u51b3\u65b9\u6848\u7684\u5feb\u901f\u6536\u655b\u3002<\/p>\n

AI \u7684\u8d85\u53c2\u6570\u9009\u62e9\u5bf9\u4e8e\u786e\u4fdd\u4f18\u5316\u5faa\u73af\u7684\u63a2\u7d22\u6027\u7b56\u7565\u81f3\u5173\u91cd\u8981\u3002\u5f53\u524d\u79cd\u7fa4\u7684\u6700\u4f18\u503c\u5c06\u4f1a\u88ab\u76f4\u63a5\u8f6c\u79fb\u5230\u4e0b\u4e00\u4ee3\uff0c\u4ee5\u6b64\u6765\u4fdd\u8bc1\u5355\u8c03\u7684\u6210\u672c\u8fdb\u4e00\u6b65\u964d\u4f4e\u3002<\/p>\n

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\u56fe\u793a\uff1a\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u6cdb\u5316\u80fd\u529b\u3002\uff08\u56fe\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n

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\u4e0e\u4f20\u7edf\u7684\u57fa\u4e8e EM \u4eff\u771f\u7684\u5143\u542f\u53d1\u5f0f\u65b9\u6cd5\u76f8\u6bd4\uff0c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc CNN \u8f85\u52a9\u9006\u5411\u8bbe\u8ba1\u53ef\u4ee5\u5c06\u8bbe\u8ba1\u65f6\u95f4\u4ece\u51e0\u5468\u7f29\u77ed\u5230\u51e0\u5206\u949f\uff0c\u4ece\u800c\u663e\u8457\u51cf\u5c11\u7efc\u5408\u65f6\u95f4\u548c\u8d44\u6e90\u3002<\/p>\n

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\u7ed3\u8bed<\/strong><\/p>\n

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\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-024-54178-1<\/em><\/p>\n

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