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Jun Zhang

Academy of Military Sciences - Defense Innovation Institute

Beijing, 10071

China

  • Academy of Military Sciences - Defense Innovation Institute

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Physics-Informed Deep Reversible Regression Model for Temperature Field Reconstruction of Heat-Source Systems

Number of pages: 37 Posted: 01 Jun 2022
Zhiqiang Gong, Weien Zhou, Jun Zhang, Wei Peng and Wen Yao
National University of Defense Technology, Academy of Military Sciences - Defense Innovation Institute, Academy of Military Sciences - Defense Innovation Institute, Academy of Military Sciences - Defense Innovation Institute and Academy of Military Sciences - Defense Innovation Institute
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Abstract:

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Deep Reversible Regression Model, Model-based Training Loss, Physics-Informed Reconstruction Loss (PIRL), Evaluation Metrics, Temperature Field Reconstruction of Heat Source Systems (TFR-HSS)