{"id":267885,"date":"2025-08-09T08:00:00","date_gmt":"2025-08-09T00:00:00","guid":{"rendered":"\/\/m.iemloyee.com\/?p=267885"},"modified":"2025-08-08T22:08:17","modified_gmt":"2025-08-08T14:08:17","slug":"%e5%8d%97%e4%ba%ac%e9%82%ae%e7%94%b5%e5%a4%a7%e5%ad%a6%e8%b5%b5%e5%bc%ba%e5%9b%a2%e9%98%9facs-nano%e7%bb%bc%e8%bf%b0-%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%8a%a0%e9%80%9f%e9%92%99%e9%92%9b%e7%9f%bf","status":"publish","type":"post","link":"\/\/m.iemloyee.com\/?p=267885","title":{"rendered":"\u5357\u4eac\u90ae\u7535\u5927\u5b66\u8d75\u5f3a\u56e2\u961fACS Nano\u7efc\u8ff0: \u673a\u5668\u5b66\u4e60\u52a0\u901f\u9499\u949b\u77ff\u6750\u6599\u7684\u53d1\u73b0\u548c\u5e94\u7528"},"content":{"rendered":"\n<p><strong>\u80cc\u666f\u4ecb\u7ecd<\/strong><\/p>\n\n\n\n<p>\u9499\u949b\u77ff\u6750\u6599\u56e0\u5176\u5353\u8d8a\u7684\u6027\u80fd\u800c\u5e7f\u53d7\u8d5e\u8a89\uff0c\u5982\u4f18\u5f02\u7684\u94c1\u7535\u6027\u3001\u9ad8\u5149\u5438\u6536\u3001\u51fa\u8272\u7684\u5bfc\u7535\u6027\u3001\u53ef\u8c03\u5e26\u9699\u548c\u4f18\u5f02\u7684\u957f\u7a0b\u7535\u8377\u8f7d\u6d41\u5b50\u8fc1\u79fb\u7387\u3002\u8fd9\u4e9b\u7279\u6027\u4f7f\u5176\u5728\u6fc0\u5149\u5668\u3001\u53d1\u5149\u4e8c\u6781\u7ba1\u3001\u592a\u9633\u80fd\u7535\u6c60\u3001\u5149\u7535\u63a2\u6d4b\u5668\u548c\u50ac\u5316\u5242\u7b49\u5404\u79cd\u5e94\u7528\u4e2d\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n<p>\u7136\u800c\uff0c\u65b0\u6750\u6599\u5f00\u53d1\u7684\u4f20\u7edf\u65b9\u6cd5\u4e3b\u8981\u4f9d\u8d56\u4e8e\u8bd5\u9519\u7b56\u7565\uff0c\u8fd9\u4e0d\u4ec5\u8017\u65f6\u4e14\u6602\u8d35\uff0c\u800c\u4e14\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u5b9e\u9a8c\u8005\u7684\u7269\u7406\u5316\u5b66\u76f4\u89c9\u3002\u6b64\u5916\u968f\u7740\u6750\u6599\u7684\u591a\u6837\u6027\u548c\u590d\u6742\u6027\u7684\u589e\u957f\uff0c\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u53d8\u5f97\u8d8a\u6765\u8d8a\u8017\u65f6\u548c\u6602\u8d35\uff0c\u4ece\u800c\u51cf\u7f13\u4e86\u6750\u6599\u53d1\u73b0\u7684\u6574\u4f53\u8fdb\u5c55\u3002<\/p>\n\n\n\n<p>\u673a\u5668\u5b66\u4e60\uff0c\u662f\u4e00\u79cd\u81ea\u52a8\u6570\u636e\u5206\u6790\u6a21\u578b\uff0c\u80fd\u591f\u6839\u636e\u5927\u91cf\u5df2\u77e5\u6570\u636e\u9884\u6d4b\u76ee\u6807\u7684\u5c5e\u6027\u3002\u8fd1\u5e74\u6765\uff0c\u673a\u5668\u5b66\u4e60\u5728\u6750\u6599\u79d1\u5b66\u4e2d\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u7279\u522b\u662f\u5728\u52a0\u901f\u6750\u6599\u53d1\u73b0\u548c\u6750\u6599\u5e94\u7528\u65b9\u9762\u3002<\/p>\n\n\n\n<p><strong>\u7814\u7a76\u5185\u5bb9<\/strong><\/p>\n\n\n\n<p>\u8fd1\u65e5\uff0c\u5357\u4eac\u90ae\u7535\u5927\u5b66<strong>\u8d75\u5f3a\u6559\u6388<\/strong>\u3001<strong>\u738b\u59cb\u5f66\u526f\u6559\u6388<\/strong>\uff0c<strong>\u9648\u51b0\u6559\u6388<\/strong>\u53d1\u8868\u7684\u7efc\u8ff0\u7cfb\u7edf\u9610\u8ff0\u4e86\u673a\u5668\u5b66\u4e60\u5728\u9499\u949b\u77ff\u6750\u6599\u4e2d\u7684\u5de5\u4f5c\u6846\u67b6\u548c\u5b9e\u9645\u5e94\u7528\uff0c\u63ed\u793a\u4e86\u673a\u5668\u5b66\u4e60\u5728\u9499\u949b\u77ff\u6750\u6599\u53d1\u73b0\u548c\u5e94\u7528\u4e2d\u72ec\u4e00\u65e0\u4e8c\u7684\u4f18\u52bf\uff0c\u5e76\u6307\u51fa\u673a\u5668\u5b66\u4e60\u5728\u9499\u949b\u77ff\u9886\u57df\u4e2d\u7684\u672a\u6765\u53d1\u5c55\u65b9\u5411\u4ee5\u53ca\u6311\u6218\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"428\" src=\"\/\/m.iemloyee.com\/wp-content\/uploads\/2025\/08\/2382c315a6ba396-7.png\" alt=\"\" class=\"wp-image-267889\"\/><\/figure>\n\n\n\n<p>\u672c\u7efc\u8ff0\u7cfb\u7edf\u63a2\u8ba8\u4e86\u673a\u5668\u5b66\u4e60\u7684\u5de5\u4f5c\u6846\u67b6\uff0c\u9499\u949b\u77ff\u6750\u6599\u7684\u79cd\u7c7b\u4ee5\u53ca\u5e9e\u5927\u7684\u5316\u5b66\u7a7a\u95f4\uff0c\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u53ef\u5f62\u6210\u6027\u4ee5\u53ca\u5e26\u9699\u52a0\u901f\u9499\u949b\u77ff\u6750\u6599\u53d1\u73b0\uff0c\u673a\u5668\u5b66\u4e60\u4fc3\u8fdb\u9499\u949b\u77ff\u6750\u6599\u5728\u5149\u7535\u63a2\u6d4b\u5668\uff0cLEDs\uff0c\u592a\u9633\u80fd\u7535\u6c60\uff0c\u50ac\u5316\u5242\u7684\u5b9e\u9645\u5e94\u7528\u3002\u8fd9\u4e9b\u89c1\u89e3\u53ef\u4ee5\u542f\u53d1\u7814\u7a76\u4eba\u5458\u5f00\u53d1\u65b0\u9896\u6709\u6548\u7684\u7b56\u7565\uff0c\u4ee5\u51c6\u786e\u8bc6\u522b\u91d1\u5c5e\u5355\u539f\u5b50\u548c\u56e2\u7c07\u7684\u8f6c\u53d8\u3002\u5f3a\u8c03\u4e86\u5f53\u524d\u9762\u4e34\u7684\u6311\u6218\u548c\u5185\u5728\u5c40\u9650\u6027\uff0c\u5e76\u63d0\u51fa\u4e86\u76f8\u5173\u7684\u672a\u6765\u7814\u7a76\u8d8b\u52bf\uff1a\u5305\u62ec\u5efa\u7acb\u6807\u51c6\u5316\u7684\u7b5b\u9009\u6807\u51c6\uff1b\u9700\u8981\u6269\u5927\u673a\u5668\u5b66\u4e60\u5728\u9499\u949b\u77ff\u6750\u6599\u4e2d\u7684\u5e94\u7528\uff1b\u9a8c\u8bc1\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u5e76\u8bc4\u4f30\u5176\u5b9e\u9645\u90e8\u7f72\u7684\u53ef\u6269\u5c55\u6027\uff1b\u5f00\u53d1\u80fd\u591f\u9884\u6d4b\u4e0d\u540c\u7c7b\u578b\u7684\u9499\u949b\u77ff\u6027\u8d28\u7684\u7efc\u5408\u6027\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u8fd9\u4e9b\u89c1\u89e3\u53ef\u4ee5\u542f\u53d1\u7814\u7a76\u4eba\u5458\u5f00\u53d1\u65b0\u9896\u6709\u6548\u7684\u7b56\u7565\uff0c\u4ee5\u4fbf\u4fc3\u8fdb\u9499\u949b\u77ff\u6750\u6599\u7684\u672a\u6765\u53d1\u5c55\u3002<\/p>\n\n\n\n<p>\u8be5\u6210\u679c\u4ee5\u201c<em>From Formability to Bandgap: Machine Learning Accelerates the Discovery and Application of Perovskite Materials<\/em>\u201d(\u300a\u4ece\u53ef\u6210\u5f62\u6027\u5230\u5e26\u9699\uff1a\u673a\u5668\u5b66\u4e60\u52a0\u901f\u9499\u949b\u77ff\u6750\u6599\u7684\u53d1\u73b0\u548c\u5e94\u7528\u300b)\u4e3a\u9898\uff0c\u53d1\u8868\u5728\u7f8e\u56fd\u5316\u5b66\u5b66\u4f1a\u671f\u520a&nbsp;<strong><em><strong><em>ACS Nano<\/em><\/strong><\/em><\/strong>&nbsp;\u4e0a\u3002<strong><em><strong><em><\/em><\/strong><\/em><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"881\" height=\"841\" src=\"\/\/m.iemloyee.com\/wp-content\/uploads\/2025\/08\/ce6e2814f207c93-8.png\" alt=\"\" class=\"wp-image-267886\"\/><\/figure>\n\n\n\n<p><strong>\u8bba\u6587\u4fe1\u606f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>From Formability to Bandgap: Machine Learning Accelerates the Discovery and Application of Perovskite Materials<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Shiyan Wang,*<sup>, #<\/sup>&nbsp;Chaopeng Liu,<sup>#<\/sup>&nbsp;Weiyao Hao, Yanling Zhuang, Xianjun Zhu, Longlu Wang,<\/p>\n\n\n\n<p>Xianghong Niu, Shujuan Liu, Bing Chen,* and Qiang Zhao* <a href=\"https:\/\/doi.org\/10.1021\/acsnano.5c07494\">https:\/\/doi.org\/10.1021\/acsnano.5c07494<\/a><\/p>\n\n\n\n<p><strong>\u7b2c\u4e00<\/strong><strong>\u901a\u8baf\u4f5c\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"1120\" src=\"\/\/m.iemloyee.com\/wp-content\/uploads\/2025\/08\/\u56fe\u72473-6.png\" alt=\"\" class=\"wp-image-267890\"\/><\/figure>\n\n\n\n<p>\u738b\u59cb\u5f66\uff0c\u535a\u58eb\u6bd5\u4e1a\u4e8e\u4e1c\u5357\u5927\u5b66\uff0c\u73b0\u4e3a\u5357\u4eac\u90ae\u7535\u5927\u5b66\u526f\u6559\u6388\u3002\u56f4\u7ed5\u4f4e\u7ef4\u6750\u6599\u7684\u591a\u5c3a\u5ea6\u6a21\u62df\u4e0e\u8bbe\u8ba1\uff0c\u5728\u65b0\u578b\u50ac\u5316\u6750\u6599\u56fa\u6c2e\u3001\u4e8c\u6c27\u5316\u78b3\u8fd8\u539f\u3001\u6790\u6c22\u548c\u6c27\u8fd8\u539f\u3001\u4e00\u6c27\u5316\u78b3\u6c27\u5316\u53cd\u5e94\u4ee5\u53ca\u9ad8\u9009\u62e9\u6027\u7684\u5ba4\u6e29\u6c14\u4f53\u4f20\u611f\u5668\u7b49\u65b9\u9762\u53d6\u5f97\u4e86\u8bb8\u591a\u521b\u65b0\u6027\u7814\u7a76\u6210\u679c\u3002\u4ee5\u7b2c\u4e00\u4f5c\u8005\/\u5171\u540c\u4e00\u4f5c\u548c\u901a\u8baf\u4f5c\u8005\u5728ACS Nano\u3001ACS Central Science\u3001Applied Catalysis B: Environmental\u3001Chemical Science\u7b49\u671f\u520a\u53d1\u8868\u8bba\u658720\u4f59\u7bc7\uff0c\u591a\u7bc7\u8bba\u6587\u88ab\u671f\u520a\u8bc4\u9009\u4e3a\u524d\u5c01\u9762\u8bba\u6587\u3001HOT\u8bba\u6587\u3001Most Popular\u8bba\u6587\u7b49\uff0c\u591a\u9879\u7406\u8bba\u7814\u7a76\u5de5\u4f5c\u5c55\u73b0\u7684\u9ad8\u53cd\u5e94\u50ac\u5316\u6d3b\u6027\u3001\u63d0\u51fa\u7684\u8bbe\u8ba1\u7406\u5ff5\u3001\u53cd\u5e94\u673a\u7406\u5df2\u7ecf\u88ab\u5b9e\u9a8c\u8bc1\u5b9e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"869\" src=\"\/\/m.iemloyee.com\/wp-content\/uploads\/2025\/08\/4e9a0ba2491dfde-9.png\" alt=\"\" class=\"wp-image-267887\"\/><\/figure>\n\n\n\n<p>\u9648\u51b0\uff0c\u4e8e2012\u5e74\u548c2017\u5e74\u5728\u6d59\u6c5f\u5927\u5b66\u5206\u522b\u83b7\u5f97\u5b66\u58eb\u548c\u535a\u58eb\u5b66\u4f4d\u3002\u968f\u540e\uff0c\u4ed6\u5728\u9999\u6e2f\u57ce\u5e02\u5927\u5b66\u738b\u5cf0\u6559\u6388\u8bfe\u9898\u7ec4\u4ece\u4e8b\u535a\u58eb\u540e\u7814\u7a76\u5de5\u4f5c\u30022022\u5e74\u8d77\u4efb\u804c\u4e8e\u5357\u4eac\u90ae\u7535\u5927\u5b66\uff0c\u62c5\u4efb\u6559\u6388\u3002\u5176\u7814\u7a76\u957f\u671f\u81f4\u529b\u4e8e\u523a\u6fc0\u54cd\u5e94\u578b\u53d1\u5149\u5668\u4ef6\u7684\u5236\u5907\u4e0e\u5f00\u53d1\u3002\u5229\u7528\u523a\u6fc0\u54cd\u5e94\u578b\u53d1\u5149\u6750\u6599\u53d1\u5149\u4fe1\u53f7\u968f\u5916\u90e8\u73af\u5883\u523a\u6fc0\u800c\u53d1\u751f\u8f6c\u53d8\uff0c\u5728\u8367\u5149\u4f20\u611f\u3001\u63a2\u6d4b\u6210\u50cf\u3001\u4fe1\u606f\u5b58\u50a8\u548c\u5149\u7f16\u7801\u5f00\u5173\u7b49\u9886\u57df\u7814\u7a76\u5176\u5e94\u7528\uff0c\u8fc4\u4eca\u5df2\u53d1\u8868\u9ad8\u6c34\u5e73SCI\u8bba\u6587\u56db\u5341\u4f59\u7bc7\uff0c\u5176\u4e2d\u5728J. Am. Chem. Soc.\u3001Angew. Chem. Int. Ed.\u3001Nat. Commun.\u3001Adv. Mater.\u7b49\u9ad8\u5f71\u54cd\u529b\u671f\u520a\u4e0a\u4ee5\u7b2c\u4e00\u4f5c\u8005\u548c\u901a\u8baf\u4f5c\u8005\u7d2f\u8ba1\u53d1\u8868\u8bba\u6587\u56db\u5341\u4f59\u7bc7\uff0c\u62c5\u4efbNature Publishing Group, American Chemical Society, Royal Chemical Society, Wiley Publishing Group, Elsevier Publishing Group\u65d7\u4e0b\u671f\u520a\u5ba1\u7a3f\u4eba\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"347\" height=\"439\" src=\"\/\/m.iemloyee.com\/wp-content\/uploads\/2025\/08\/b14210e1ee30421-8.png\" alt=\"\" class=\"wp-image-267888\"\/><\/figure>\n\n\n\n<p>\u8d75\u5f3a\uff0c\u5357\u4eac\u90ae\u7535\u5927\u5b66\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u5357\u4eac\u4fe1\u606f\u5de5\u7a0b\u5927\u5b66\u526f\u6821\u957f\uff0c\u67d4\u6027\u7535\u5b50\u5168\u56fd\u91cd\u70b9\u5b9e\u9a8c\u5ba4\u526f\u4e3b\u4efb\uff0c\u56fd\u5bb6\u6770\u51fa\u9752\u5e74\u79d1\u5b66\u57fa\u91d1\u83b7\u5f97\u8005\u3001\u6559\u80b2\u90e8\u201c\u957f\u6c5f\u5b66\u8005\u5956\u52b1\u8ba1\u5212\u201d\u9752\u5e74\u5b66\u8005\u3001\u56fd\u52a1\u9662\u653f\u5e9c\u7279\u6b8a\u6d25\u8d34\u4e13\u5bb6\u3001\u5168\u56fd\u9ad8\u6821\u9ec4\u5927\u5e74\u5f0f\u6559\u5e08\u56e2\u961f\u8d1f\u8d23\u4eba\uff0c\u4e3b\u8981\u4ece\u4e8b\u6709\u673a\u4e0e\u67d4\u6027\u7535\u5b50\u9886\u57df\u7814\u7a76\u3002\u8fd1\u5e74\u6765\u5728Sci. Adv.\u3001Nat. Commun.\u3001Chem. Rev.\u3001J. Am. Chem. Soc.\u3001Angew. Chem. Int. Ed.\u3001Adv. 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