Learning to reverse thermal diffusionOA
Learning to reverse thermal diffusion
Hanqi Chen;Jiping Huang;Ying Li;Qiang-Kai-Lai Huang;Yanxiang Wang;Yifan Shou;Pei-Chao Cao;Wenduo Yu;Dong Wang;Zhun Wei;Hongsheng Chen
International Joint Innovation Center,The Electromagnetics Academy,Zhejiang University,Haining 314400,China||State Key Laboratory of Extreme Photonics and Instrumentation,Zhejiang Key Laboratory of Intelligent Electromagnetic Control and Advanced Electronic Integration,Zhejiang University,Hangzhou 310027,China||Jinhua Institute of Zhejiang University,Zhejiang University,Jinhua 321099,ChinaDepartment of Physics,State Key Laboratory of Surface Physics,Fudan University,Shanghai 200438,China||Key Laboratory of Micro and Nano Photonic Structures(Ministry of Education),Fudan University,Shanghai 200438,China||School of Physics,Faculty of Basic Sciences,University of Shanghai for Science and Technology,Shanghai 200093,ChinaInternational Joint Innovation Center,The Electromagnetics Academy,Zhejiang University,Haining 314400,China||State Key Laboratory of Extreme Photonics and Instrumentation,Zhejiang Key Laboratory of Intelligent Electromagnetic Control and Advanced Electronic Integration,Zhejiang University,Hangzhou 310027,China||Jinhua Institute of Zhejiang University,Zhejiang University,Jinhua 321099,ChinaInternational Joint Innovation Center,The Electromagnetics Academy,Zhejiang University,Haining 314400,China||State Key Laboratory of Extreme Photonics and Instrumentation,Zhejiang Key Laboratory of Intelligent Electromagnetic Control and Advanced Electronic Integration,Zhejiang University,Hangzhou 310027,China||Jinhua Institute of Zhejiang University,Zhejiang University,Jinhua 321099,ChinaInternational Joint Innovation Center,The Electromagnetics Academy,Zhejiang University,Haining 314400,China||State Key Laboratory of Extreme Photonics and Instrumentation,Zhejiang Key Laboratory of Intelligent Electromagnetic Control and Advanced Electronic Integration,Zhejiang University,Hangzhou 310027,China||Jinhua Institute of Zhejiang University,Zhejiang University,Jinhua 321099,ChinaInternational Joint Innovation Center,The Electromagnetics Academy,Zhejiang University,Haining 314400,China||State Key Laboratory of Extreme Photonics and Instrumentation,Zhejiang Key Laboratory of Intelligent Electromagnetic Control and Advanced Electronic Integration,Zhejiang University,Hangzhou 310027,China||Jinhua Institute of Zhejiang University,Zhejiang University,Jinhua 321099,ChinaInternational Joint Innovation Center,The Electromagnetics Academy,Zhejiang University,Haining 314400,China||State Key Laboratory of Extreme Photonics and Instrumentation,Zhejiang Key Laboratory of Intelligent Electromagnetic Control and Advanced Electronic Integration,Zhejiang University,Hangzhou 310027,China||Jinhua Institute of Zhejiang University,Zhejiang University,Jinhua 321099,China||Hangzhou International Innovation Institute,Beihang University,Hangzhou 311115,ChinaInternational Joint Innovation Center,The Electromagnetics Academy,Zhejiang University,Haining 314400,China||State Key Laboratory of Extreme Photonics and Instrumentation,Zhejiang Key Laboratory of Intelligent Electromagnetic Control and Advanced Electronic Integration,Zhejiang University,Hangzhou 310027,China||Jinhua Institute of Zhejiang University,Zhejiang University,Jinhua 321099,ChinaInternational Joint Innovation Center,The Electromagnetics Academy,Zhejiang University,Haining 314400,China||State Key Laboratory of Extreme Photonics and Instrumentation,Zhejiang Key Laboratory of Intelligent Electromagnetic Control and Advanced Electronic Integration,Zhejiang University,Hangzhou 310027,China||Jinhua Institute of Zhejiang University,Zhejiang University,Jinhua 321099,ChinaInternational Joint Innovation Center,The Electromagnetics Academy,Zhejiang University,Haining 314400,China||State Key Laboratory of Extreme Photonics and Instrumentation,Zhejiang Key Laboratory of Intelligent Electromagnetic Control and Advanced Electronic Integration,Zhejiang University,Hangzhou 310027,ChinaInternational Joint Innovation Center,The Electromagnetics Academy,Zhejiang University,Haining 314400,China||State Key Laboratory of Extreme Photonics and Instrumentation,Zhejiang Key Laboratory of Intelligent Electromagnetic Control and Advanced Electronic Integration,Zhejiang University,Hangzhou 310027,China||Jinhua Institute of Zhejiang University,Zhejiang University,Jinhua 321099,China
heat transferthermal fieldinversed thermal diffusionoperator learning
heat transferthermal fieldinversed thermal diffusionoperator learning
《国家科学评论（英文版）》 2026 (13)
31-41,11
This work was supported by the National Key Research and Development Program of China(2023YFB4604100),the Na-tional Natural Science Foundation of China(T2550093 and 12475040),the Zhejiang Provincial Natural Science Founda-tion of China(LR26A050001 and LZ24A050002).J.H.grate-fully acknowledges funding from the National Natural Science Foundation of China(12320101004).
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