{"id":1167,"date":"2026-03-30T14:04:46","date_gmt":"2026-03-30T06:04:46","guid":{"rendered":"https:\/\/guagefangzhen.cn\/?p=1167"},"modified":"2026-03-30T14:04:46","modified_gmt":"2026-03-30T06:04:46","slug":"%e5%bd%93%e5%92%96%e5%95%a1%e9%81%87%e4%b8%8a%e6%b0%a2%e8%83%bd%ef%bc%9a%e6%9c%89%e9%99%90%e5%85%83%e4%bc%a0%e8%b4%a8%e4%bb%bf%e7%9c%9f%e7%9a%84%e5%a5%87%e5%a6%99%e4%b8%96%e7%95%8c","status":"publish","type":"post","link":"https:\/\/guagefangzhen.cn\/?p=1167","title":{"rendered":"\u5f53\u5496\u5561\u9047\u4e0a\u6c22\u80fd\uff1a\u6709\u9650\u5143\u4f20\u8d28\u4eff\u771f\u7684\u5947\u5999\u4e16\u754c"},"content":{"rendered":"\n
\n

\u4ece\u4e00\u676f\u624b\u51b2\u5496\u5561\u7684\u8403\u53d6\uff0c\u5230\u4ef7\u503c\u767e\u4ebf\u7684\u6c22\u71c3\u6599\u7535\u6c60\uff0c\u8d28\u91cf\u4f20\u9012\u7684\u6570\u5b66\u4e4b\u7f8e\u65e0\u5904\u4e0d\u5728<\/em><\/p>\n<\/blockquote>\n\n\n\n

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\"\"<\/figure>\n\n\n\n

\u5f00\u573a\u767d\uff1a\u4e3a\u4ec0\u4e48\u4f60\u7684\u5496\u5561\u4f1a”\u6de1”\uff1f<\/strong><\/h2>\n\n\n\n

\u60f3\u8c61\u8fd9\u6837\u4e00\u4e2a\u65e9\u6668\uff1a\u4f60\u7cbe\u5fc3\u7814\u78e8\u4e8615\u514b\u57c3\u585e\u4fc4\u6bd4\u4e9a\u8036\u52a0\u96ea\u83f2\uff0c\u6c34\u6e29\u63a7\u5236\u572892\u00b0C\uff0c\u6ce8\u6c34\u624b\u6cd5\u7a33\u5982\u8001\u72d7\u2014\u2014\u4f46\u7b2c\u4e00\u53e3\u4e0b\u53bb\uff0c\u5473\u9053\u5374\u6de1\u5f97\u50cf\u662f\u6d17\u676f\u6c34\u3002\u4e3a\u4ec0\u4e48\uff1f<\/p>\n\n\n\n

\u7b54\u6848\u85cf\u5728\u4f20\u8d28\u91cc\u3002<\/strong><\/p>\n\n\n\n

\u5496\u5561\u8403\u53d6\u672c\u8d28\u4e0a\u662f\u6c34\u5206\u5b50”\u7ed1\u67b6”\u5496\u5561\u7c89\u4e2d\u98ce\u5473\u7269\u8d28\u7684\u8fc7\u7a0b\u3002\u5982\u679c\u6c34\u6d41\u592a\u5feb\uff08\u5bf9\u6d41\u592a\u5f3a\uff09\uff0c\u7269\u8d28\u6765\u4e0d\u53ca\u6269\u6563\uff1b\u5982\u679c\u7814\u78e8\u592a\u7ec6\uff08\u6269\u6563\u8ddd\u79bb\u592a\u77ed\uff09\uff0c\u53c8\u4f1a\u8fc7\u8403\u53d1\u82e6\u3002\u8fd9\u4e2a\u5fae\u5999\u7684\u5e73\u8861\uff0c\u6b63\u662f\u4f20\u8d28\u4eff\u771f<\/strong>\u8981\u89e3\u51b3\u7684\u5de5\u7a0b\u95ee\u9898\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u800c\u57282024-2025\u5e74\uff0c\u8fd9\u79cd”\u5496\u5561\u54f2\u5b66”\u6b63\u5728\u88ab\u5e94\u7528\u5230\u66f4\u5b8f\u5927\u7684\u573a\u666f\u4e2d\uff1a\u4ece\u56fa\u6001\u7535\u6c60<\/strong>\u7684\u79bb\u5b50\u8fc1\u79fb\uff0c\u5230\u78b3\u6355\u96c6\u5de5\u5382<\/strong>\u7684CO\u2082\u5438\u6536\uff0c\u518d\u5230\u6c22\u80fd\u50a8\u7f50<\/strong>\u7684\u76f8\u53d8\u4f20\u8d28\u3002\u6709\u9650\u5143\u65b9\u6cd5\uff08FEM\uff09\u5df2\u7ecf\u6210\u4e3a\u7834\u89e3\u8fd9\u4e9b\u590d\u6742\u4f20\u8d28\u8c1c\u9898\u7684”\u745e\u58eb\u519b\u5200”\u3002<\/p>\n\n\n\n

\n\n\n\n

\u4f20\u8d28\u4eff\u771f\u7684\u4e09\u5927\u95e8\u6d3e<\/strong><\/h2>\n\n\n\n

\u5728\u6709\u9650\u5143\u7684\u4e16\u754c\u91cc\uff0c\u4f20\u8d28\u95ee\u9898\u901a\u5e38\u88ab\u5f52\u7c7b\u4e3a\u4ee5\u4e0b\u51e0\u79cd”\u6b66\u529f\u6d41\u6d3e”\uff1a<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

1. \u6269\u6563\u6d3e\uff1a\u83f2\u514b\u5b9a\u5f8b\u7684\u4fe1\u5f92<\/strong><\/h3>\n\n\n\n

\u6700\u57fa\u7840\u7684\u4f20\u8d28\u5f62\u5f0f\uff0c\u9075\u5faa\u83f2\u514b\u5b9a\u5f8b<\/strong>\uff1aJ<\/mi>=<\/mo>\u2212<\/mo>D<\/mi>\u2207<\/mi>c<\/mi><\/mrow>\\mathbf{J} = -D \\nabla c<\/annotation><\/semantics><\/math>J=\u2212D\u2207c<\/p>\n\n\n\n

\u5176\u4e2d J<\/mi><\/mrow>\\mathbf{J}<\/annotation><\/semantics><\/math>J \u662f\u6269\u6563\u901a\u91cf\uff0cD<\/mi><\/mrow>D<\/annotation><\/semantics><\/math>D \u662f\u6269\u6563\u7cfb\u6570\uff0cc<\/mi><\/mrow>c<\/annotation><\/semantics><\/math>c \u662f\u6d53\u5ea6\u3002\u8fd9\u5c31\u50cf\u662f\u5496\u5561\u7c89\u4e2d\u7684\u98ce\u5473\u5206\u5b50\u5728”\u968f\u673a\u6f2b\u6b65”\uff0c\u4ece\u9ad8\u6d53\u5ea6\u533a\u57df\u5411\u4f4e\u6d53\u5ea6\u533a\u57df\u8fc1\u79fb\u3002<\/p>\n\n\n\n

\u6838\u5fc3\u65b9\u7a0b\uff08\u77ac\u6001\u5bf9\u6d41-\u6269\u6563\u65b9\u7a0b\uff09\uff1a<\/strong>\u2202<\/mi>c<\/mi><\/mrow>\u2202<\/mi>t<\/mi><\/mrow><\/mfrac>+<\/mo>\u2207<\/mi>\u22c5<\/mo>(<\/mo>u<\/mi>c<\/mi>)<\/mo>=<\/mo>\u2207<\/mi>\u22c5<\/mo>(<\/mo>D<\/mi>\u2207<\/mi>c<\/mi>)<\/mo>+<\/mo>R<\/mi><\/mrow>\\frac{\\partial c}{\\partial t} + \\nabla \\cdot (\\mathbf{u}c) = \\nabla \\cdot (D \\nabla c) + R<\/annotation><\/semantics><\/math>\u2202t\u2202c\u200b+\u2207\u22c5(uc)=\u2207\u22c5(D\u2207c)+R<\/p>\n\n\n\n

\u8fd9\u4e2a\u65b9\u7a0b\u7684\u5de6\u8fb9\u662f”\u53d8\u5316\u7387+\u5bf9\u6d41\u642c\u8fd0”\uff0c\u53f3\u8fb9\u662f”\u6269\u6563\u5206\u6563+\u53cd\u5e94\u751f\u6210”\u3002\u5728\u6709\u9650\u5143\u8f6f\u4ef6\uff08\u5982COMSOL\u3001ANSYS\uff09\u4e2d\uff0c\u8fd9\u662f\u6700\u57fa\u672c\u7684\u4f20\u8d28\u7269\u7406\u573a\u63a5\u53e3\u3002<\/p>\n\n\n\n

2024\u70ed\u95e8\u5e94\u7528\uff1a\u6728\u6750\u5e72\u71e5\u7684\u667a\u80fd\u4f18\u5316<\/strong><\/p>\n\n\n\n

\u5357\u4eac\u6797\u4e1a\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u57282024\u5e74\u5f00\u53d1\u4e86\u4e00\u5957\u7ed3\u5408\u8fd1\u7ea2\u5916\u5149\u8c31\u6210\u50cf<\/strong>\u548cX\u5c04\u7ebfCT\u626b\u63cf<\/strong>\u7684\u6728\u6750\u4f20\u8d28\u6a21\u578b\u3002\u4ed6\u4eec\u5c06\u771f\u5b9e\u7684\u6728\u6750\u5b54\u9699\u7ed3\u6784\uff08\u5e73\u5747\u5b54\u9699\u738715%\uff09\u5bfc\u5165\u6709\u9650\u5143\u6a21\u578b\uff0c\u6a21\u62df\u5e72\u71e5\u8fc7\u7a0b\u4e2d\u7684\u6c34\u5206\u8fc1\u79fb\u3002\u7ed3\u679c\u663e\u793a\uff1a\u901a\u8fc7\u4f18\u5316\u5e72\u71e5\u53c2\u6570\uff08\u5347\u6e29\u901f\u7387\u964d\u81f32\u00b0C\/\u5c0f\u65f6\uff0c\u6e7f\u5ea6\u68af\u5ea6\u964d\u4f4e20%\uff09\uff0c\u6700\u7ec8\u5f00\u88c2\u7387\u53ef\u4ee5\u4ece\u884c\u4e1a\u5e73\u5747\u768415%\u964d\u81f38%\u3002<\/p>\n\n\n\n

\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u5b66\u672f\u6e38\u620f\u2014\u2014\u4e2d\u56fd\u6bcf\u5e74\u56e0\u5e72\u71e5\u7f3a\u9677\u635f\u5931\u7684\u6728\u6750\u4ef7\u503c\u8d85\u8fc750\u4ebf\u5143<\/strong>\u3002<\/p>\n\n\n\n

\n\n\n\n

2. \u7535\u5316\u5b66\u6d3e\uff1a\u5e26\u7535\u7c92\u5b50\u7684\u534e\u5c14\u5179<\/strong><\/h3>\n\n\n\n

\u5f53\u4f20\u8d28\u9047\u4e0a\u7535\u573a\uff0c\u4e8b\u60c5\u53d8\u5f97\u6709\u8da3\u8d77\u6765\u3002\u5728\u7535\u6c60\u548c\u71c3\u6599\u7535\u6c60\u4e2d\uff0c\u79bb\u5b50\u5728\u7535\u573a\u4f5c\u7528\u4e0b\u7684\u8fc1\u79fb\u9075\u5faa\u80fd\u65af\u7279-\u666e\u6717\u514b\u65b9\u7a0b<\/strong>\uff1aN<\/mi>i<\/mi><\/msub>=<\/mo>\u2212<\/mo>D<\/mi>i<\/mi><\/msub>\u2207<\/mi>c<\/mi>i<\/mi><\/msub>\u2212<\/mo>z<\/mi>i<\/mi><\/msub>F<\/mi><\/mrow>R<\/mi>T<\/mi><\/mrow><\/mfrac>D<\/mi>i<\/mi><\/msub>c<\/mi>i<\/mi><\/msub>\u2207<\/mi>\u03d5<\/mi>+<\/mo>c<\/mi>i<\/mi><\/msub>u<\/mi><\/mrow>\\mathbf{N}_i = -D_i \\nabla c_i – \\frac{z_i F}{RT} D_i c_i \\nabla \\phi + c_i \\mathbf{u}<\/annotation><\/semantics><\/math>Ni\u200b=\u2212Di\u200b\u2207ci\u200b\u2212RTzi\u200bF\u200bDi\u200bci\u200b\u2207\u03d5+ci\u200bu<\/p>\n\n\n\n

\u8fd9\u91cc\u591a\u4e86\u7535\u8fc1\u79fb\u9879\uff08\u7b2c\u4e8c\u9879\uff09\uff0c\u5176\u4e2d z<\/mi>i<\/mi><\/msub><\/mrow>z_i<\/annotation><\/semantics><\/math>zi\u200b \u662f\u79bb\u5b50\u7535\u8377\u6570\uff0cF<\/mi><\/mrow>F<\/annotation><\/semantics><\/math>F \u662f\u6cd5\u62c9\u7b2c\u5e38\u6570\uff0c\u03d5<\/mi><\/mrow>\\phi<\/annotation><\/semantics><\/math>\u03d5 \u662f\u7535\u52bf\u3002<\/p>\n\n\n\n

2024-2025\u70ed\u95e8\u5e94\u7528\uff1a\u6c22\u71c3\u6599\u7535\u6c60\u7684”\u6c34\u7ba1\u7406”\u96be\u9898<\/strong><\/p>\n\n\n\n

\u8d28\u5b50\u4ea4\u6362\u819c\u71c3\u6599\u7535\u6c60\uff08PEMFC\uff09\u6709\u4e00\u4e2a\u81f4\u547d\u5f31\u70b9\uff1a\u6c34\u6df9<\/strong>\u3002\u53cd\u5e94\u751f\u6210\u7684\u6c34\u5982\u679c\u4e0d\u80fd\u53ca\u65f6\u6392\u51fa\uff0c\u4f1a\u5835\u585e\u6c14\u4f53\u6269\u6563\u5c42\uff08GDL\uff09\uff0c\u5bfc\u81f4”\u7a92\u606f”\u505c\u673a\u3002<\/p>\n\n\n\n

\u6700\u65b0\u7684COMSOL\u71c3\u6599\u7535\u6c60\u6a21\u5757\u53ef\u4ee5\u6a21\u62df\u4e09\u76f8\u6d41\u4f20\u8d28<\/strong>\u2014\u2014\u6c14\u6001\u53cd\u5e94\u7269\u3001\u6db2\u6001\u4ea7\u7269\u6c34\u3001\u4ee5\u53ca\u6eb6\u89e3\u7684\u79bb\u5b50\u540c\u65f6\u5728\u591a\u5b54\u7535\u6781\u4e2d\u4f20\u8f93\u30022024\u5e74\u7684\u7814\u7a76\u8868\u660e\uff0c\u901a\u8fc7\u4f18\u5316\u6c14\u4f53\u6269\u6563\u5c42\u7684\u5b54\u9699\u7387\u68af\u5ea6\u8bbe\u8ba1<\/strong>\uff08\u4ece\u50ac\u5316\u5242\u5c42\u768430%\u9010\u6e10\u589e\u52a0\u5230\u6d41\u573a\u677f\u768470%\uff09\uff0c\u53ef\u4ee5\u5c06\u6c34\u6df9\u4e34\u754c\u7535\u6d41\u5bc6\u5ea6\u63d0\u9ad835%<\/strong>\u3002<\/p>\n\n\n\n

\u66f4\u524d\u6cbf\u7684\u662f\u9634\u79bb\u5b50\u4ea4\u6362\u819c\uff08AEM\uff09\u7535\u89e3\u69fd<\/strong>\u7684\u4eff\u771f\u3002\u4e0ePEM\u4e0d\u540c\uff0cAEM\u4f7f\u7528\u975e\u8d35\u91d1\u5c5e\u50ac\u5316\u5242\uff0c\u4f46\u9762\u4e34CO\u2082\u6bd2\u5316\u95ee\u9898\u30022024\u5e74\u7684\u591a\u7269\u7406\u573a\u6a21\u578b\u663e\u793a\uff0c\u5728\u7535\u89e3\u69fd\u5165\u53e3\u6dfb\u52a0\u5fae\u91cf\u7684KOH\u53ef\u4ee5\u5f62\u6210”pH\u7f13\u51b2\u5c42”\uff0c\u5c06CO\u2082\u7684\u4f20\u8d28\u963b\u529b\u63d0\u9ad810\u500d<\/strong>\uff0c\u4ece\u800c\u4fdd\u62a4\u50ac\u5316\u5242\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\n\n\n\n

3. \u53cd\u5e94-\u6269\u6563\u6d3e\uff1a\u5f53\u5316\u5b66\u9047\u4e0a\u4f20\u8f93<\/strong><\/h3>\n\n\n\n

\u5f88\u591a\u4f20\u8d28\u8fc7\u7a0b\u4f34\u968f\u7740\u5316\u5b66\u53cd\u5e94\uff0c\u6bd4\u5982CO\u2082\u88ab\u80fa\u6eb6\u6db2\u5438\u6536\u3001\u836f\u7269\u4ece\u805a\u5408\u7269\u8f7d\u4f53\u4e2d\u91ca\u653e\u7b49\u3002\u8fd9\u65f6\u9700\u8981\u5728\u4f20\u8d28\u65b9\u7a0b\u4e2d\u52a0\u5165\u53cd\u5e94\u6e90\u9879<\/strong> R<\/mi><\/mrow>R<\/annotation><\/semantics><\/math>R\uff1aR<\/mi>=<\/mo>k<\/mi>c<\/mi>n<\/mi><\/msup><\/mspace>\u6216<\/mtext><\/mspace>R<\/mi>=<\/mo>k<\/mi>(<\/mo>c<\/mi>e<\/mi>q<\/mi><\/mrow><\/msub>\u2212<\/mo>c<\/mi>)<\/mo><\/mrow>R = k c^n \\quad \\text{\u6216} \\quad R = k(c_{eq} – c)<\/annotation><\/semantics><\/math>R=kcn\u6216R=k(ceq\u200b\u2212c)<\/p>\n\n\n\n

2024\u70ed\u95e8\u5e94\u7528\uff1a\u78b3\u6355\u96c6\u7684”\u5206\u5b50\u9677\u9631”<\/strong><\/p>\n\n\n\n

\u5168\u7403\u6bcf\u5e74\u6392\u653e\u8d85\u8fc7360\u4ebf\u5428<\/strong>CO\u2082\uff0c\u800c\u78b3\u6355\u96c6\u6280\u672f\uff08CCUS\uff09\u88ab\u89c6\u4e3a\u8131\u78b3\u7684\u5173\u952e\u30022024-2025\u5e74\uff0c\u6709\u9650\u5143\u4eff\u771f\u5728\u78b3\u6355\u96c6\u9886\u57df\u7684\u5e94\u7528\u5448\u73b0\u7206\u53d1\u5f0f\u589e\u957f\uff1a<\/p>\n\n\n\n

    \n
  • \u80fa\u5438\u6536\u5854\u4f18\u5316<\/strong>\uff1a\u4f7f\u7528\u901f\u7387\u57fa\u6a21\u578b\uff08Rate-based Model\uff09\u4ee3\u66ff\u4f20\u7edf\u7684\u5e73\u8861\u7ea7\u6a21\u578b\uff0c\u53ef\u4ee5\u66f4\u51c6\u786e\u5730\u9884\u6d4b\u4f20\u8d28\u7cfb\u6570\u3002\u7814\u7a76\u663e\u793a\uff0cDEA\uff08\u4e8c\u4e59\u9187\u80fa\uff09\u5728\u751f\u7269\u6c14CO\u2082\u6355\u96c6\u4e2d\u7684\u6548\u7387\u6bd4MDEA\u9ad815%<\/strong>\u3002<\/li>\n\n\n\n
  • \u4e2d\u7a7a\u7ea4\u7ef4\u819c\u63a5\u89e6\u5668\uff08HFMC\uff09<\/strong>\uff1a\u8fd9\u79cd”\u628a\u6c14\u4f53\u548c\u6db2\u4f53\u7528\u819c\u9694\u5f00”\u7684\u8bbe\u5907\uff0c\u4f20\u8d28\u9762\u79ef\u53ef\u4ee5\u8fbe\u5230\u4f20\u7edf\u586b\u6599\u5854\u768410\u500d<\/strong>\u30022024\u5e74\u7684CFD-\u6709\u9650\u5143\u8026\u5408\u6a21\u578b\u53d1\u73b0\uff0c\u9006\u6d41\u914d\u7f6e<\/strong>\u6bd4\u5e76\u6d41\u914d\u7f6e\u7684CO\u2082\u5438\u6536\u6548\u7387\u9ad820-30%<\/strong>\uff0c\u56e0\u4e3a\u9006\u6d41\u4fdd\u6301\u4e86\u66f4\u5927\u7684\u6d53\u5ea6\u9a71\u52a8\u529b\u3002<\/li>\n\n\n\n
  • \u5316\u5b66\u94fe\u71c3\u70e7<\/strong>\uff1a\u4e00\u79cd\u65b0\u5174\u7684\u96f6\u78b3\u71c3\u70e7\u6280\u672f\uff0c\u901a\u8fc7\u91d1\u5c5e\u6c27\u5316\u7269\u9897\u7c92\uff08\u5982Fe\u2082O\u2083\uff09\u4f5c\u4e3a”\u6c27\u8f7d\u4f53”\u5faa\u73af\u4f20\u9012\u6c27\u30022024\u5e74\u7684\u591a\u5c3a\u5ea6\u6a21\u578b\uff08\u4ece\u9897\u7c92\u5c3a\u5ea6\u7684DFT\u8ba1\u7b97\u5230\u53cd\u5e94\u5668\u5c3a\u5ea6\u7684CFD\uff09\u663e\u793a\uff0c\u6dfb\u52a05%\u7684Zr\u63ba\u6742<\/strong>\u53ef\u4ee5\u5c06CaO\u57fa\u5438\u9644\u5242\u7684CO\u2082\u5438\u9644\u5bb9\u91cf\u63d0\u9ad840%<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n
    \"\"<\/figure>\n\n\n\n
    \n\n\n\n

    2025\u5e74\u7684\u524d\u6cbf\uff1aAI+\u591a\u7269\u7406\u573a\u4f20\u8d28<\/strong><\/h2>\n\n\n\n

    \u4f20\u8d28\u4eff\u771f\u6b63\u5728\u7ecf\u5386\u4e00\u573a”\u667a\u80fd\u5316\u9769\u547d”\u3002<\/p>\n\n\n\n

    \u7269\u7406\u4fe1\u606f\u795e\u7ecf\u7f51\u7edc\uff08PINNs\uff09<\/strong><\/h3>\n\n\n\n

    \u4f20\u7edf\u7684\u6709\u9650\u5143\u65b9\u6cd5\u9700\u8981\u7cbe\u7ec6\u7684\u7f51\u683c\u5212\u5206\uff0c\u5bf9\u4e8e\u590d\u6742\u51e0\u4f55\uff08\u5982\u591a\u5b54\u4ecb\u8d28\u7684\u771f\u5b9eCT\u626b\u63cf\u7ed3\u6784\uff09\u8ba1\u7b97\u6210\u672c\u6781\u9ad8\u30022024\u5e74\u5174\u8d77\u7684**\u7269\u7406\u4fe1\u606f\u795e\u7ecf\u7f51\u7edc\uff08PINNs\uff09\u548c<\/strong>\u7269\u7406\u4fe1\u606fKolmogorov-Arnold\u7f51\u7edc\uff08PIKANs\uff09**\u63d0\u4f9b\u4e86\u4e00\u79cd\u65b0\u601d\u8def\uff1a<\/p>\n\n\n\n

      \n
    • \u5c06\u4f20\u8d28\u65b9\u7a0b\uff08\u5982\u5bf9\u6d41-\u6269\u6563\u65b9\u7a0b\uff09\u4f5c\u4e3a\u795e\u7ecf\u7f51\u7edc\u7684”\u635f\u5931\u51fd\u6570”\u7ea6\u675f<\/li>\n\n\n\n
    • \u53ef\u4ee5\u5728\u65e0\u7f51\u683c\u7684\u60c5\u51b5\u4e0b\u6c42\u89e3\u504f\u5fae\u5206\u65b9\u7a0b<\/li>\n\n\n\n
    • \u5bf9\u4e8e\u9ad8\u7ef4\u53c2\u6570\u7a7a\u95f4\uff08\u5982\u591a\u5b54\u4ecb\u8d28\u7684\u968f\u673a\u5b54\u9699\u7ed3\u6784\uff09\u7279\u522b\u6709\u6548<\/li>\n<\/ul>\n\n\n\n

      \u5728\u5730\u4e0b\u80fd\u6e90\u50a8\u5b58\uff08\u5982CO\u2082\u5730\u8d28\u5c01\u5b58\u3001\u6c22\u80fd\u5730\u4e0b\u50a8\u5e93\uff09\u7684\u591a\u5c3a\u5ea6\u6a21\u62df\u4e2d\uff0cPINNs\u53ef\u4ee5\u5c06\u8ba1\u7b97\u901f\u5ea6\u63d0\u9ad810-100\u500d<\/strong>\u3002<\/p>\n\n\n\n

      \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u7684\u836f\u7269\u63a7\u91ca\u8bbe\u8ba1<\/strong><\/h3>\n\n\n\n

      2024\u5e74\u53d1\u8868\u7684\u4e00\u9879\u7814\u7a76\u5c06\u4f20\u8d28\u4eff\u771f<\/strong>\u4e0e\u673a\u5668\u5b66\u4e60<\/strong>\u7ed3\u5408\uff0c\u7528\u4e8e\u4f18\u5316\u591a\u5b54\u805a\u5408\u7269\u8f7d\u4f53\u7684\u836f\u7269\u91ca\u653e\u66f2\u7ebf\u3002\u7814\u7a76\u56e2\u961f\u4f7f\u7528\u6709\u9650\u5143\u65b9\u6cd5\u6a21\u62df\u836f\u7269\u5728\u8f7d\u4f53\u4e2d\u7684\u6269\u6563-\u6eb6\u89e3\u8fc7\u7a0b\uff0c\u7136\u540e\u7528\u68af\u5ea6\u63d0\u5347\u56de\u5f52\uff08Gradient Boosting\uff09\u6a21\u578b\u5efa\u7acb”\u7ed3\u6784-\u91ca\u653e\u6027\u80fd”\u7684\u4ee3\u7406\u6a21\u578b\u3002\u7ed3\u679c\u663e\u793a\uff0cAI\u6a21\u578b\u7684\u9884\u6d4b\u7cbe\u5ea6\uff08R\u00b2=0.9977\uff09\u8db3\u4ee5\u66ff\u4ee3\u6602\u8d35\u7684\u5b9e\u9a8c\u7b5b\u9009\uff0c\u5c06\u65b0\u836f\u8f7d\u4f53\u7684\u5f00\u53d1\u5468\u671f\u4ece6\u4e2a\u6708\u7f29\u77ed\u81f32\u5468<\/strong>\u3002<\/p>\n\n\n\n

      \"\"<\/figure>\n\n\n\n
      \n\n\n\n

      \u5b9e\u7528\u6307\u5357\uff1a\u5982\u4f55\u9009\u62e9\u4f60\u7684\u4f20\u8d28\u4eff\u771f\u5de5\u5177\uff1f<\/strong><\/h2>\n\n\n\n
      \u5e94\u7528\u573a\u666f<\/th>\u63a8\u8350\u5de5\u5177<\/th>\u5173\u952e\u529f\u80fd<\/th><\/tr><\/thead>
      \u9502\u7535\u6c60\/\u71c3\u6599\u7535\u6c60<\/strong><\/td>COMSOL Multiphysics<\/td>\u7535\u6c60\u6a21\u5757\u3001\u4e09\u6b21\u7535\u6d41\u5206\u5e03\u3001\u591a\u5b54\u7535\u6781<\/td><\/tr>
      \u5316\u5de5\u53cd\u5e94\u5668\/\u78b3\u6355\u96c6<\/strong><\/td>ANSYS Fluent + \u81ea\u5b9a\u4e49\u6807\u91cf\u8f93\u8fd0<\/td>\u591a\u76f8\u6d41\u3001\u53cd\u5e94\u52a8\u529b\u5b66\u3001\u819c\u5206\u79bb<\/td><\/tr>
      \u6728\u6750\u5e72\u71e5\/\u98df\u54c1\u5de5\u7a0b<\/strong><\/td>COMSOL \u6216 \u81ea\u5b9a\u4e49FEM\u4ee3\u7801<\/td>\u70ed-\u6e7f\u8026\u5408\u3001\u5404\u5411\u5f02\u6027\u6269\u6563\u3001\u53d8\u5f62-\u4f20\u8d28\u8026\u5408<\/td><\/tr>
      \u6c22\u80fd\u50a8\u7f50\uff08\u6db2\u6c22\/\u91d1\u5c5e\u6c22\u5316\u7269\uff09<\/strong><\/td>Fluent + UDF \u6216 OpenFOAM<\/td>\u76f8\u53d8\u4f20\u8d28\u3001\u4f4e\u6e29\u70ed\u529b\u5b66\u3001\u591a\u5b54\u4ecb\u8d28\u975e\u5e73\u8861\u6a21\u578b<\/td><\/tr>
      \u836f\u7269\u63a7\u91ca\/\u751f\u7269\u6750\u6599<\/strong><\/td>COMSOL + MATLAB\/Python AI\u5de5\u5177\u7bb1<\/td>\u591a\u5b54\u4ecb\u8d28\u6269\u6563\u3001\u964d\u89e3\u52a8\u529b\u5b66\u3001\u4ee3\u7406\u6a21\u578b\u4f18\u5316<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
      \n\n\n\n

      \u7ed3\u8bed\uff1a\u4ece\u5496\u5561\u676f\u5230\u78b3\u4e2d\u548c<\/strong><\/h2>\n\n\n\n

      \u4f20\u8d28\u4eff\u771f\u770b\u4f3c\u9ad8\u6df1\uff0c\u5b9e\u5219\u6839\u690d\u4e8e\u65e5\u5e38\u751f\u6d3b\u3002\u5f53\u4f60\u4e0b\u6b21\u51b2\u6ce1\u5496\u5561\u65f6\uff0c\u4e0d\u59a8\u60f3\u60f3\uff1a\u8fd9\u676f\u5496\u5561\u7684\u8403\u53d6\u66f2\u7ebf\uff0c\u4e0e\u4ef7\u503c\u5343\u4e07\u7684\u6c22\u71c3\u6599\u7535\u6c60\u6c34\u7ba1\u7406\u6a21\u578b\uff0c\u672c\u8d28\u4e0a\u90fd\u5728\u6c42\u89e3\u540c\u4e00\u4e2a\u5bf9\u6d41-\u6269\u6563\u65b9\u7a0b<\/strong>\u3002<\/p>\n\n\n\n

      \u57282025\u5e74\uff0c\u968f\u7740AI for Science<\/strong>\u7684\u5174\u8d77\u548c\u591a\u7269\u7406\u573a\u8026\u5408<\/strong>\u80fd\u529b\u7684\u589e\u5f3a\uff0c\u6709\u9650\u5143\u4f20\u8d28\u4eff\u771f\u6b63\u5728\u7a81\u7834\u4f20\u7edf\u5de5\u7a0b\u8fb9\u754c\u3002\u65e0\u8bba\u662f\u4e3a\u4e86\u5b9e\u73b0\u78b3\u4e2d\u548c\u7684CCUS\u6280\u672f\uff0c\u8fd8\u662f\u4e3a\u4e86\u4e0b\u4e00\u4ee3\u56fa\u6001\u7535\u6c60\u7684\u79bb\u5b50\u4f20\u5bfc\u4f18\u5316\uff0c\u4f20\u8d28\u4eff\u771f\u90fd\u5c06\u662f\u4e0d\u53ef\u6216\u7f3a\u7684”\u6570\u5b57\u663e\u5fae\u955c”\u3002<\/p>\n\n\n\n

      \u6bd5\u7adf\uff0c\u5728\u8fd9\u4e2a\u5206\u5b50\u4e0d\u65ad\u8fd0\u52a8\u7684\u4e16\u754c\u91cc\uff0c\u7406\u89e3\u4f20\u8d28\uff0c\u5c31\u662f\u7406\u89e3\u53d8\u5316\u672c\u8eab<\/strong>\u3002<\/p>\n\n\n\n

      \n\n\n\n

      \u53c2\u8003\u6587\u732e\u7d22\u5f15\uff1a<\/strong><\/p>\n\n\n\n

        \n
      • Wang & Yang, BioResources 2025 – \u6728\u6750\u5e72\u71e5\u6709\u9650\u5143\u6280\u672f\u7efc\u8ff0<\/li>\n\n\n\n
      • ResearchGate 2025 – \u7535\u5316\u5b66\u7cfb\u7edf\u4eff\u771f\u8f6f\u4ef6\u6bd4\u8f83<\/li>\n\n\n\n
      • Nottingham\u5927\u5b66 – PEM\u71c3\u6599\u7535\u6c60\u4e09\u7ef4\u591a\u76f8\u6d41\u6a21\u578b<\/li>\n\n\n\n
      • SciOpen 2025 – \u5730\u4e0b\u80fd\u6e90\u50a8\u5b58\u591a\u5c3a\u5ea6\u5efa\u6a21\u7efc\u8ff0<\/li>\n\n\n\n
      • COMSOL\u5b98\u65b9 – \u71c3\u6599\u7535\u6c60\u4e0e\u7535\u89e3\u69fd\u6a21\u5757\u529f\u80fd<\/li>\n\n\n\n
      • MDPI Energies 2025 – \u6db2\u6c22\u50a8\u7f50\u4f20\u70ed\u4f20\u8d28\u6570\u503c\u7814\u7a76<\/li>\n\n\n\n
      • Int. J. Hydrogen Energy 2025 – \u91d1\u5c5e\u6c22\u5316\u7269\u50a8\u6c22\u7cfb\u7edfCFD\u6a21\u62df<\/li>\n\n\n\n
      • Springer 2025 – \u751f\u7269\u6c14CO\u2082\u6355\u96c6\u80fa\u6eb6\u5242\u4f18\u5316<\/li>\n\n\n\n
      • Research Square 2024 – \u4e2d\u7a7a\u7ea4\u7ef4\u819c\u63a5\u89e6\u5668\u4f20\u8d28\u6a21\u62df<\/li>\n\n\n\n
      • Sci Rep 2024 – \u836f\u7269\u63a7\u91ca\u4f20\u8d28\u4e0eAI\u5efa\u6a21<\/li>\n<\/ul>\n\n\n\n
        \n\n\n\n

        \u672c\u6587\u64b0\u5199\u4e8e2025\u5e74\uff0c\u7ed3\u5408\u4e86\u6700\u65b0\u7684\u5b66\u672f\u7814\u7a76\u52a8\u6001\u4e0e\u5de5\u4e1a\u5e94\u7528\u8d8b\u52bf\u3002<\/em><\/p>\n\n\n\n

        \"\"<\/figure>\n","protected":false},"excerpt":{"rendered":"

        \u4ece\u4e00\u676f\u624b\u51b2\u5496\u5561\u7684\u8403\u53d6\uff0c\u5230\u4ef7\u503c\u767e\u4ebf\u7684\u6c22\u71c3\u6599\u7535\u6c60\uff0c\u8d28\u91cf\u4f20\u9012\u7684\u6570\u5b66\u4e4b\u7f8e\u65e0\u5904\u4e0d\u5728 \u5f00\u573a\u767d\uff1a\u4e3a\u4ec0\u4e48\u4f60\u7684\u5496\u5561\u4f1a&#8221 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-1167","post","type-post","status-publish","format-standard","hentry","category-comsol"],"_links":{"self":[{"href":"https:\/\/guagefangzhen.cn\/index.php?rest_route=\/wp\/v2\/posts\/1167","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/guagefangzhen.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/guagefangzhen.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/guagefangzhen.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/guagefangzhen.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1167"}],"version-history":[{"count":1,"href":"https:\/\/guagefangzhen.cn\/index.php?rest_route=\/wp\/v2\/posts\/1167\/revisions"}],"predecessor-version":[{"id":1173,"href":"https:\/\/guagefangzhen.cn\/index.php?rest_route=\/wp\/v2\/posts\/1167\/revisions\/1173"}],"wp:attachment":[{"href":"https:\/\/guagefangzhen.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1167"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/guagefangzhen.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1167"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/guagefangzhen.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1167"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}