{"id":871,"date":"2025-07-30T13:12:35","date_gmt":"2025-07-30T05:12:35","guid":{"rendered":"https:\/\/www.translab.top\/?p=871"},"modified":"2025-07-30T13:12:43","modified_gmt":"2025-07-30T05:12:43","slug":"%e3%80%8cep29%c2%b7%e8%ae%ba%e6%96%87%e6%88%90%e6%9e%9c%e6%92%b7%e8%8b%b1%e3%80%8d-%e3%80%8a%e9%9d%a2%e5%90%91%e9%81%93%e8%b7%af%e7%94%b5%e5%8a%a8%e8%bd%a6%e8%be%86%e7%9a%84%e5%85%b7","status":"publish","type":"post","link":"https:\/\/www.translab.top\/index.php\/2025\/07\/30\/%e3%80%8cep29%c2%b7%e8%ae%ba%e6%96%87%e6%88%90%e6%9e%9c%e6%92%b7%e8%8b%b1%e3%80%8d-%e3%80%8a%e9%9d%a2%e5%90%91%e9%81%93%e8%b7%af%e7%94%b5%e5%8a%a8%e8%bd%a6%e8%be%86%e7%9a%84%e5%85%b7\/","title":{"rendered":"\u300cEP29\u00b7\u8bba\u6587\u6210\u679c\u64b7\u82f1\u300d\u2014\u2014\u300a\u9762\u5411\u9053\u8def\u7535\u52a8\u8f66\u8f86\u7684\u5177\u5907\u53ef\u6269\u5c55\u6027\u548c\u6cdb\u5316\u80fd\u529b\u7684\u7535\u6c60\u5065\u5eb7\u72b6\u6001\u6df1\u5ea6\u5b66\u4e60\u4f30\u8ba1\u65b9\u6cd5\u300b"},"content":{"rendered":"\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"285\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image.png\" alt=\"\" class=\"wp-image-872\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image.png 554w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-300x154.png 300w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p>2025\u5e747\u6708\uff0cTrans\u8bfe\u9898\u7ec4\u6700\u65b0\u7814\u7a76\u6210\u679c\u300aScalable and generalizable deep learning for battery state of health estimation in on-road electric vehicles\u300b\u53d1\u8868\u4e8e\u80fd\u6e90\u4e0e\u71c3\u6599\u9886\u57df\u4e2d\u79d1\u9662\u4e00\u533a\u671f\u520a\u300aJournal of Energy Chemistry\u300b\uff08\u5f71\u54cd\u56e0\u5b5014.9\uff09\u3002\u672c\u5de5\u4f5c\u901a\u8fc7\u4e09\u5927\u6838\u5fc3\u6280\u672f\u7a81\u7834\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u771f\u5b9e\u573a\u666f\uff1a<\/p>\n\n\n\n<ol 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\u8bba\u6587\u6458\u8981<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u7535\u6c60\u5065\u5eb7\u72b6\u6001\uff08SOH\uff09\u7684\u7cbe\u51c6\u8bca\u65ad\u5bf9\u4e8e\u7535\u52a8\u6c7d\u8f66\uff08EV\uff09\u7684\u53ca\u65f6\u7ef4\u62a4\u3001\u7535\u6c60\u66f4\u6362\u53ca\u5b89\u5168\u8fd0\u884c\u81f3\u5173\u91cd\u8981\u3002\u7136\u800c\uff0c\u9488\u5bf9\u9053\u8def\u7535\u52a8\u8f66\u8f86\uff0c\u4e0d\u540c\u9a7e\u9a76\u5de5\u51b5\u3001\u8f66\u578b\u53ca\u7535\u6c60\u6750\u6599\u6240\u5f15\u53d1\u7684\u9000\u5316\u6a21\u5f0f\u5dee\u5f02\uff0c\u4f7f\u5f97\u57fa\u4e8e\u5b9e\u8f66\u8fd0\u884c\u6570\u636e\u5b9e\u73b0\u9ad8\u7cbe\u5ea6SOH\u4f30\u7b97\u9762\u4e34\u8bf8\u591a\u6311\u6218\u3002\u56e0\u6b64\uff0c\u4e9f\u9700\u5f00\u53d1\u4e00\u5957\u9762\u5411\u9053\u8def\u7535\u52a8\u8f66\u8f86\u7684\u9ad8\u6548\u7279\u5f81\u7cfb\u7edf\uff0c\u5e76\u6784\u5efa\u5177\u5907\u4f18\u79c0\u6cdb\u5316\u80fd\u529b\u7684SOH\u4f30\u7b97\u6846\u67b6\uff0c\u4ee5\u9002\u5e94\u591a\u6837\u5316\u7684\u7535\u52a8\u8f66\u578b\u548c\u7535\u6c60\u6750\u6599\u3002<\/p>\n\n\n\n<p>\u4e3a\u5e94\u5bf9\u4e0a\u8ff0\u96be\u9898\uff0c\u672c\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u5b9e\u8f66\u8fd0\u884c\u6570\u636e\u9a71\u52a8\u7684SOH\u4f30\u7b97\u65b9\u6cd5\uff0c\u878d\u5408\u591a\u7ef4\u7279\u5f81\u4f53\u7cfb\u4e0e\u6df7\u5408\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u3002\u7814\u7a76\u5171\u5904\u7406\u4e861283\u4e07\u6761\u8986\u76d6\u4e0d\u540c\u8f66\u578b\u4e0e\u7535\u6c60\u6750\u6599\u7684\u9053\u8def\u8f66\u8f86\u8fd0\u884c\u6570\u636e\uff0c\u6784\u5efa\u4e86\u7531\u6d45\u5c42\uff08\u8868\u5f81\u53c2\u6570\uff09\u3001\u4e2d\u5c42\uff08\u9a7e\u9a76\u884c\u4e3a\uff09\u548c\u6df1\u5c42\uff08\u7535\u5316\u5b66\u4fe1\u606f\uff09\u6240\u7ec4\u6210\u7684\u4e09\u7ef4\u7279\u5f81\u4f53\u7cfb\u3002\u9488\u5bf9\u957f\u65f6\u95f4\u5e8f\u5217\u5efa\u6a21\u548c\u4f20\u7edfTransformer\u6a21\u578b\u5728\u591a\u53d8\u91cf\u8f93\u5165\u573a\u666f\u4e0b\u7684\u5c40\u9650\u6027\uff0c\u672c\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u878d\u5408\u65f6\u95f4\u5377\u79ef\u7f51\u7edc\uff08Temporal Convolutional Network, TCN\uff09\u4e0eiTransformer\u7684\u6df7\u5408\u67b6\u6784\uff0c\u5e76\u5f15\u5165\u5dee\u5206\u6ce8\u610f\u529b\u673a\u5236\u4ee5\u6709\u6548\u6291\u5236\u6ce8\u610f\u529b\u566a\u58f0\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u6240\u63d0\u65b9\u6cd5\u5728\u4e24\u4e2a\u72ec\u7acb\u6d4b\u8bd5\u96c6\u4e0a\u5747\u5b9e\u73b0\u4e86\u4f18\u5f02\u6027\u80fd\uff0c\u5e73\u5747\u51b3\u5b9a\u7cfb\u6570\uff08R\u00b2\uff09\u3001\u5e73\u5747\u7edd\u5bf9\u767e\u5206\u6bd4\u8bef\u5dee\uff08MAPE\uff09\u3001\u5e73\u5747\u7edd\u5bf9\u8bef\u5dee\uff08MAE\uff09\u53ca\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u5206\u522b\u8fbe\u523098.88%\u30010.35%\u30010.31%\u548c0.40%\uff0cRMSE\u76f8\u6bd4\u6700\u4f73\u57fa\u51c6\u6a21\u578b\u964d\u4f4e\u4e8681.4%\u3002\u5728\u6570\u636e\u7a00\u7f3a\u6761\u4ef6\u5b9e\u9a8c\u4e2d\uff0c\u5f53\u8bad\u7ec3\u96c6\u89c4\u6a21\u4ece80%\u7f29\u51cf\u81f330%\u65f6\uff0c\u6a21\u578b\u4f9d\u7136\u5177\u6709\u9c81\u68d2\u6027\uff0cRMSE\u4ecd\u4f4e\u4e8e0.16%\u3002\u57fa\u4e8eSHAP\u7684\u7279\u5f81\u8d21\u732e\u5ea6\u5206\u6790\u9a8c\u8bc1\u4e86\u4e09\u7ef4\u7279\u5f81\u4f53\u7cfb\u7684\u5fc5\u8981\u6027\uff0c\u5176\u4e2d\u9a7e\u9a76\u884c\u4e3a\u7279\u5f81\u5bf9\u6a21\u578b\u6027\u80fd\u7684\u8d21\u732e\u6700\u4e3a\u663e\u8457\u3002\u8fdb\u4e00\u6b65\u7ed3\u5408SHAP\u5206\u6790\u7ed3\u679c\u8fdb\u884c\u7279\u5f81\u4f18\u5316\u540e\uff0c\u8bad\u7ec3\u65f6\u95f4\u7f29\u77ed\u4e8617.3%\u3002\u672c\u7814\u7a76\u4e3b\u8981\u8d21\u732e\u662f\u6784\u5efa\u4e86\u4e00\u5957\u9762\u5411\u667a\u80fd\u4e91\u7aef\u7535\u6c60\u7ba1\u7406\u7cfb\u7edf\u7684\u9c81\u68d2SOH\u4f30\u7b97\u6846\u67b6\uff0c\u80fd\u591f\u652f\u6301\u7535\u52a8\u8f66\u8f86\u7535\u6c60\u7684\u4e3b\u52a8\u8fd0\u7ef4\uff0c\u5e76\u4e3a\u7535\u52a8\u6c7d\u8f66\u7535\u6c60\u5728\u590d\u6742\u5b9e\u9645\u5de5\u51b5\u4e0b\u7684\u5b89\u5168\u8fd0\u884c\u63d0\u4f9b\u91cd\u8981\u4fdd\u969c\u3002<\/p>\n\n\n\n<p><strong>\u2728<\/strong><strong>&nbsp;\u7814\u7a76\u6d41\u7a0b\u6846\u67b6<\/strong><strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"536\" height=\"757\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-1.png\" alt=\"\" class=\"wp-image-873\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-1.png 536w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-1-212x300.png 212w\" sizes=\"auto, (max-width: 536px) 100vw, 536px\" \/><\/figure>\n\n\n\n<p><strong>\u2728 \u4e3b\u8981\u65b9\u6cd5<\/strong><strong><\/strong><\/p>\n\n\n\n<p><strong>\uff081\uff09\u6570\u636e\u5904\u7406\u65b9\u6cd5<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u672c\u7814\u7a76\u7684\u6570\u636e\u6e05\u6d17\u8fc7\u7a0b\u5206\u4e3a\u516d\u4e2a\u6b65\u9aa4\uff1a\u53bb\u9664\u91cd\u590d\u503c\uff0c\u5339\u914d\u73af\u5883\u6e29\u5ea6\uff0c\u5f02\u5e38\u503c\u68c0\u6d4b\uff0c\u7247\u6bb5\u5212\u5206\uff0c\u7247\u6bb5\u7b5b\u9009\u4ee5\u53ca\u7f3a\u5931\u503c\u586b\u8865\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"601\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-2.png\" alt=\"\" class=\"wp-image-874\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-2.png 554w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-2-277x300.png 277w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong>&nbsp;\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\u56fe<\/p>\n\n\n\n<p><strong>\uff082\uff09\u7279\u5f81\u5de5\u7a0b<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u672c\u7814\u7a76\u8fd0\u7528\u5904\u7406\u597d\u7684\u7535\u52a8\u8f66\u8f86\u5145\u7535\u7247\u6bb5\uff0c\u63d0\u51fa\u4e86\u6d45\u5c42\u3001\u4e2d\u5c42\u548c\u6df1\u5c42\u4e09\u7ef4\u5ea6\u7279\u5f81\u4f53\u7cfb\uff0c\u5176\u4e2d\u6d45\u5c42\u7279\u5f81\u4e3a\u7535\u6c60\u8868\u5f81\u53c2\u6570\uff0c\u5305\u542b\uff1a\u7d2f\u8ba1\u884c\u9a76\u91cc\u7a0b\uff0c\u7d2f\u8ba1\u5145\u653e\u7535\u5bb9\u91cf\uff0c\u5e73\u5747\u7535\u6d41\uff0c\u5e73\u5747\u5145\u7535\u529f\u7387\uff0c\u73af\u5883\u6e29\u5ea6\u4ee5\u53ca\u7535\u6c60\u6e29\u5ea6\u4e0e25\u2103\u7684\u7edd\u5bf9\u504f\u79bb\u503c\u3002\u4e2d\u5c42\u7279\u5f81\u4e3a\u9a7e\u9a76\u4e60\u60ef\u7279\u5f81\uff0c\u7edf\u8ba1\u4e86\u7d2f\u8ba1\u5feb\u5145\u6b21\u6570\u548c\u6df1\u5ea6\u5145\u653e\u7535\u6b21\u6570\u3002\u6df1\u5c42\u7279\u5f81\u4e3a\u7535\u6c60\u76f8\u5173\u7535\u5316\u5b66\u53c2\u6570\uff0c\u5305\u542b\u6b27\u59c6\u5185\u963b\uff0c\u6781\u5316\u7535\u963b\u548c\u6781\u5316\u7535\u5bb9\u3002\u6df1\u5c42\u7279\u5f81\u7684\u63d0\u53d6\u57fa\u4e8e\u7535\u6c60\u7b49\u6548\u7535\u8def\u6a21\u578b\uff0c\u5e76\u901a\u8fc7\u5f15\u5165\u9057\u5fd8\u56e0\u5b50\u7684\u9012\u5f52\u6700\u5c0f\u4e8c\u4e58\u6cd5\u8fdb\u884c\u53c2\u6570\u8fa8\u8bc6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"531\" height=\"524\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-3.png\" alt=\"\" class=\"wp-image-875\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-3.png 531w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-3-300x296.png 300w\" sizes=\"auto, (max-width: 531px) 100vw, 531px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong>&nbsp;\u57fa\u4e8e\u7b49\u6548\u7535\u8def\u7684\u53c2\u6570\u8bc6\u522b\u4ee5\u83b7\u53d6\u7535\u6c60\u76f8\u5173\u7535\u5316\u5b66\u53c2\u6570<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"599\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-4.png\" alt=\"\" class=\"wp-image-876\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-4.png 554w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-4-277x300.png 277w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong>&nbsp;SOH\u6807\u7b7e\u4e0e\u5404\u7279\u5f81\u4e4b\u95f4\u7684\u76ae\u5c14\u65af\u76f8\u5173\u6027\u5206\u6790\u7ed3\u679c<\/p>\n\n\n\n<p><strong>\uff08<\/strong><strong>3<\/strong><strong>\uff09\u6a21\u578b\u6846\u67b6<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u672c\u7814\u7a76\u9488\u5bf9\u9053\u8def\u8f66\u8f86SOH\u4f30\u8ba1\u4e2d\u5b58\u5728\u7684\u957f\u65f6\u95f4\u8de8\u5ea6\u3001\u591a\u7279\u5f81\u4ee5\u53ca\u6570\u636e\u566a\u58f0\u7b49\u95ee\u9898\uff0c\u63d0\u51fa\u4e86\u4e00\u79cdTCN-Specialized 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class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"327\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-5.png\" alt=\"\" class=\"wp-image-877\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-5.png 554w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-5-300x177.png 300w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong>&nbsp;\u6a21\u578b\u6846\u67b6\u56fe<\/p>\n\n\n\n<p><strong>\u2728<\/strong><strong>&nbsp;\u4e3b\u8981\u7ed3\u679c<\/strong><strong><\/strong><\/p>\n\n\n\n<p><strong>\uff081\uff09\u6a21\u578b\u6cdb\u5316\u80fd\u529b<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u4e3a\u9a8c\u8bc1\u6240\u63d0\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u968f\u673a\u9009\u53d620%\u201330%\u7684\u8f66\u8f86\u4f5c\u4e3a\u6d4b\u8bd5\u96c6\uff0c\u7528\u4e8e\u8bc4\u4f30\u6a21\u578b\u7684\u4f30\u8ba1\u51c6\u786e\u6027\u3002\u672c\u7814\u7a76\u5c06\u6240\u63d0\u51fa\u7684\u65b9\u6cd5\u4e0e\u4e09\u79cd\u4e3b\u6d41\u6a21\u578b\uff08Transformer\u3001CNN \u548c LSTM\uff09\u8fdb\u884c\u5bf9\u6bd4\u5206\u6790\u3002\u5177\u4f53\u800c\u8a00\uff0c\u8bbe\u8ba1\u4e86\u4e24\u7ec4\u5b9e\u9a8c\uff1a\u7b2c\u4e00\u7ec4\u6d4b\u8bd5\u96c6\u5305\u542b\u4e24\u8f86\u4e58\u7528\u8f66\uff08#3 \u548c 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class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"510\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-6.png\" alt=\"\" class=\"wp-image-878\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-6.png 554w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-6-300x276.png 300w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" 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class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"754\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-7.png\" alt=\"\" class=\"wp-image-879\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-7.png 554w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-7-220x300.png 220w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" 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class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"255\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-8.png\" alt=\"\" class=\"wp-image-880\" srcset=\"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-8.png 554w, https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image-8-300x138.png 300w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p><strong>\u56fe<\/strong>&nbsp;\u57fa\u4e8eSHAP\u7684\u7279\u5f81\u5168\u5c40\u8d21\u732e\u5206\u6790\u7ed3\u679c\u3002(a) \u7279\u5f81\u8d21\u732e\u7684\u5e73\u5747SHAP\u503c\u5206\u6790\u53ca\u70ed\u529b\u56fe\u663e\u793a\u3002(b) 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\u539f\u6587\u548c\u6570\u636e\u94fe\u63a5\uff08\u6216\u70b9\u51fb\u9605\u8bfb\u5168\u6587\u67e5\u770b\uff09<\/strong><strong><\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2095495625005728\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2095495625005728<\/a><\/p>\n\n\n\n<p><strong>CITA<\/strong><strong>T<\/strong><strong>ION:<\/strong>&nbsp;<\/p>\n\n\n\n<p>Hao Jing, Jianyao Hu, Shiqi Shawn Ou, Zhilong Lv, Renzhi Lyu, Jingyuan Zhao,<\/p>\n\n\n\n<p>Scalable and generalizable deep learning for battery state of health estimation in on-road electric vehicles,&nbsp;Journal of Energy Chemistry,&nbsp;2025,&nbsp;ISSN 2095-4956,&nbsp;<a href=\"https:\/\/doi.org\/10.1016\/j.jechem.2025.07.020\"><u>https:\/\/doi.org\/10.1016\/j.jechem.2025.07.020<\/u><\/a>.<\/p>\n\n\n\n<p>\u611f\u8c22\u60a8\u7684\u5173\u6ce8\uff0c\u656c\u8bf7\u671f\u5f85\u66f4\u591a\u56e2\u961f\u52a8\u6001\uff01<\/p>\n\n\n\n<p>\u521d\u7a3f\uff1a\u666f\u6d69<\/p>\n\n\n\n<p>\u6392\u7248\uff1a\u9648\u6c38\u5065<\/p>\n\n\n\n<p>\u7ec8\u5ba1\uff1a\u6b27\u58eb\u742a<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2025\u5e747\u6708\uff0cTrans\u8bfe\u9898\u7ec4\u6700\u65b0\u7814\u7a76\u6210\u679c\u300aScalable and generalizable deep  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":872,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[61],"tags":[],"class_list":["post-871","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publications"],"blocksy_meta":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/www.translab.top\/wp-content\/uploads\/2025\/07\/image.png","_links":{"self":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts\/871","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/comments?post=871"}],"version-history":[{"count":1,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts\/871\/revisions"}],"predecessor-version":[{"id":881,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts\/871\/revisions\/881"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/media\/872"}],"wp:attachment":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/media?parent=871"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/categories?post=871"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/tags?post=871"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}