{"id":268860,"date":"2025-10-12T07:50:00","date_gmt":"2025-10-11T23:50:00","guid":{"rendered":"http:\/\/www.cailiaoniu.com\/?p=268860"},"modified":"2025-10-11T23:52:39","modified_gmt":"2025-10-11T15:52:39","slug":"%e5%8d%8e%e4%b8%9c%e7%90%86%e5%b7%a5%e5%a4%a7%e5%ad%a6-%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e7%94%a8%e4%ba%8e%e9%a2%84%e6%b5%8bmxene%e5%9f%ba%e5%a4%8d%e5%90%88%e6%9d%90%e6%96%99%e7%9a%84%e6%9c%ba","status":"publish","type":"post","link":"http:\/\/www.cailiaoniu.com\/?p=268860","title":{"rendered":"\u534e\u4e1c\u7406\u5de5\u5927\u5b66 \u673a\u5668\u5b66\u4e60\u7528\u4e8e\u9884\u6d4bMXene\u57fa\u590d\u5408\u6750\u6599\u7684\u673a\u68b0\u6027\u80fd"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"258\" src=\"http:\/\/www.cailiaoniu.com\/wp-content\/uploads\/2025\/10\/2382c315a6ba396-12.png\" alt=\"\" class=\"wp-image-268861\"\/><\/figure>\n\n\n\n<p>\u6587\u7ae0\u4fe1\u606f\uff1a<\/p>\n\n\n\n<p>\u7b2c\u4e00\u4f5c\u8005\uff1a\u8363\u8d85<sup>#<\/sup>\uff0c\u5468\u78ca<sup>#<\/sup><\/p>\n\n\n\n<p>\u901a\u8baf\u4f5c\u8005\uff1a\u5f20\u535a\u5a01*\uff0c\u8f69\u798f\u8d1e*<\/p>\n\n\n\n<p>01\u7814\u7a76\u80cc\u666f<\/p>\n\n\n\n<p>\u4e8c\u7ef4\u8fc7\u6e21\u91d1\u5c5e\u78b3\u5316\u7269\uff08MXene\uff09\u4e0e\u7eb3\u7c73\u7ea4\u7ef4\u7d20\u590d\u5408\u6c14\u51dd\u80f6\u56e0\u5176\u72ec\u7279\u7684\u538b\u7f29\u529b\u5b66\u6027\u80fd\u800c\u663e\u793a\u51fa\u5de8\u5927\u7684\u5e94\u7528\u6f5c\u529b\u3002\u7136\u800c\uff0c\u590d\u5408\u6c14\u51dd\u80f6\u7684\u538b\u7f29\u529b\u5b66\u6027\u80fd\u5bf9\u5176\u7ed3\u6784\u5355\u5143\u7684\u7269\u7406\u53c2\u6570\u654f\u611f\uff0c\u5b9e\u9a8c\u7814\u7a76\u53ea\u80fd\u4e13\u6ce8\u4e8e\u5c11\u6570\u8f93\u5165\u53d8\u91cf\u7684\u5f71\u54cd\uff0c\u96be\u4ee5\u901a\u8fc7\u9ad8\u901a\u91cf\u5b9e\u9a8c\u6765\u4f18\u5316\u8fd9\u4e9b\u53c2\u6570\u3002<\/p>\n\n\n\n<p>02\u6587\u7ae0\u7b80\u4ecb<\/p>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3\u4e0a\u8ff0\u7684\u79d1\u5b66\u95ee\u9898\uff0c\u534e\u4e1c\u7406\u5de5\u5927\u5b66\u8f69\u798f\u8d1e\u3001\u5f20\u535a\u5a01\u7b49\u5728Composites Communications\u4e0a\u53d1\u8868\u4e86\u9898\u4e3a&nbsp;\u201cMachine learning for mechanics prediction of 2D MXene-based aerogels\u201d \u7684\u7814\u7a76\u8bba\u6587\u3002\u8be5\u56e2\u961f\u901a\u8fc7\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u5b9e\u73b0\u4e86\u5bf9MXene\/\u7eb3\u7c73\u7ea4\u7ef4\u7d20\u6c14\u51dd\u80f6\u7684\u529b\u5b66\u6027\u80fd\u9884\u6d4b\u3002\u57fa\u4e8e\u5df2\u62a5\u9053\u768434\u7ec4Ti<sub>3<\/sub>C<sub>2<\/sub>&nbsp;MXene\u6570\u636e\uff0c\u8bad\u7ec3\u4e86\u4e09\u79cd\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff1a\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\uff08ANN\uff09\u3001\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09\u548c\u968f\u673a\u68ee\u6797\uff08RF\uff09\u3002\u7ed3\u679c\u8868\u660e\uff0c\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u80fd\u8f83\u597d\u5730\u62df\u5408\u5404\u79cd\u975e\u7ebf\u6027\u8f93\u5165\u7279\u5f81\u3002Ti<sub>3<\/sub>C2\u7684\u76f8\u5bf9\u542b\u91cf\u662f\u5f71\u54cd\u590d\u5408\u6c14\u51dd\u80f6\u538b\u7f29\u6a21\u91cf\u7684\u4e3b\u8981\u56e0\u7d20\u3002\u901a\u8fc7\u5bf9\u590d\u5408\u6c14\u51dd\u80f6\u529b\u5b66\u6027\u80fd\u7684\u9884\u6d4b\uff0c\u5f97\u5230\u4e86\u6700\u5927\u538b\u7f29\u6a21\u91cf\u4e3a29 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\u901a\u8fc7\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u9884\u6d4b\u673a\u68b0\u6027\u80fd\uff0c\u4ee5\u53caMXene\/\u7eb3\u7c73\u7ea4\u7ef4\u7d20\u590d\u5408\u6c14\u51dd\u80f6\u7684\u7ed3\u6784\u3002<\/p>\n\n\n\n<p><strong>\u901a\u8fc7\u5728\u8f93\u51fa\u548c\u6807\u7b7e\u4e4b\u95f4\u53cd\u5411\u4f20\u64ad\u635f\u5931\u503c\u68af\u5ea6\u6765\u66f4\u65b0\u6a21\u578b\u53c2\u6570\uff0c\u5b8c\u6210\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u3002<\/strong><strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"635\" height=\"633\" src=\"http:\/\/www.cailiaoniu.com\/wp-content\/uploads\/2025\/10\/7f88dbbcaa77a1d-9.png\" alt=\"\" class=\"wp-image-268863\"\/><\/figure>\n\n\n\n<p>\u56fe2. \u8be5\u7814\u7a76\u4e2d\u4f7f\u7528\u7684\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u6d41\u7a0b\u56fe<\/p>\n\n\n\n<p><strong>\u968f\u673a\u68ee\u6797\u6a21\u578b\u8fd8\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u53f6\u8282\u70b9\u7684\u91cd\u8981\u5ea6\u83b7\u5f97\u6bcf\u4e2a\u8f93\u5165\u7279\u5f81\u7684\u91cd\u8981\u5ea6<\/strong><strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"925\" height=\"292\" src=\"http:\/\/www.cailiaoniu.com\/wp-content\/uploads\/2025\/10\/4e9a0ba2491dfde-10.png\" alt=\"\" class=\"wp-image-268864\"\/><\/figure>\n\n\n\n<p>\u56fe3. SVM\u548c\u968f\u673a\u68ee\u6797\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u9884\u6d4b\u503c<\/p>\n\n\n\n<p><strong>\u8bad\u7ec3\u4e86\u4e00\u4e2aANN\u6a21\u578b\u6765\u63d0\u9ad8\u6df7\u5408\u6c14\u51dd\u80f6\u529b\u5b66\u6027\u80fd\u7684\u9884\u6d4b\u7cbe\u5ea6<\/strong><strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"576\" src=\"http:\/\/www.cailiaoniu.com\/wp-content\/uploads\/2025\/10\/b14210e1ee30421-8.png\" alt=\"\" class=\"wp-image-268865\"\/><\/figure>\n\n\n\n<p>\u56fe4. \u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u9884\u6d4b\u503c<\/p>\n\n\n\n<p>\u6587\u732e\u4fe1\u606f\uff1a<\/p>\n\n\n\n<p>Chao Rong#, Lei Zhou#, Bowei Zhang* &amp; Fu-Zhen Xuan*. Machine learning for mechanics prediction of 2D MXene-based aerogels. Composites Communications 2023, 38, 101474.<\/p>\n\n\n\n<p><a href=\"https:\/\/doi.org\/10.1016\/j.coco.2022.101474\">https:\/\/doi.org\/10.1016\/j.coco.2022.101474<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u4fe1\u606f\uff1a \u7b2c\u4e00\u4f5c\u8005\uff1a\u8363\u8d85#\uff0c\u5468\u78ca# \u901a\u8baf\u4f5c\u8005\uff1a\u5f20\u535a\u5a01*\uff0c\u8f69\u798f\u8d1e* 01\u7814\u7a76\u80cc\u666f \u4e8c\u7ef4\u8fc7\u6e21\u91d1\u5c5e\u78b3\u5316\u7269\uff08MXene\uff09\u4e0e\u7eb3\u7c73\u7ea4\u7ef4\u7d20\u590d\u5408\u6c14\u51dd\u80f6\u56e0\u5176\u72ec\u7279\u7684\u538b\u7f29\u529b\u5b66\u6027\u80fd\u800c&#8230;<\/p>\n","protected":false},"author":31345,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-268860","post","type-post","status-publish","format-standard","hentry","category-keji"],"_links":{"self":[{"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/posts\/268860"}],"collection":[{"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/users\/31345"}],"replies":[{"embeddable":true,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=268860"}],"version-history":[{"count":1,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/posts\/268860\/revisions"}],"predecessor-version":[{"id":268866,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=\/wp\/v2\/posts\/268860\/revisions\/268866"}],"wp:attachment":[{"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=268860"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=268860"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.cailiaoniu.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=268860"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}