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Identification of unknown space-varying wavenumber in Helmholtz equation using physics-informed neural networks Conference paper
Zhang, Guangtao, Pan, Guanyu, Leong, Ieng Tak, Yang, Huiyu, Xu, Zikun. Identification of unknown space-varying wavenumber in Helmholtz equation using physics-informed neural networks[C], 2023.
Authors:  Zhang, Guangtao;  Pan, Guanyu;  Leong, Ieng Tak;  Yang, Huiyu;  Xu, Zikun
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Helmholtz Equation  Parameter Identification  Physics-informed Neural Networks (Pinn)  Space-varying Parameter  
Constrained Self-Adaptive Physics-Informed Neural Networks with ResNet Block-Enhanced Network Architecture Journal article
Zhang, Guangtao, Yang, Huiyu, Pan, Guanyu, Duan, Yiting, Zhu, Fang, Chen, Yang. Constrained Self-Adaptive Physics-Informed Neural Networks with ResNet Block-Enhanced Network Architecture[J]. Mathematics, 2023, 11(5), 1109.
Authors:  Zhang, Guangtao;  Yang, Huiyu;  Pan, Guanyu;  Duan, Yiting;  Zhu, Fang; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.3/2.2 | Submit date：2023/04/03
Physics-informed Neural Networks  Constrained Self-adaptive  Bounded Weights  Resnet Block-enhanced Network