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Deep learning model for solar and wind energy forecasting considering Northwest China as an example Journal article
Li, Pengyu, Yang, Huiyu, Wu, Han, Wang, Yujia, Su, Hao, Zheng, Tianlong, Zhu, Fang, Zhang, Guangtao, Han, Yu. Deep learning model for solar and wind energy forecasting considering Northwest China as an example[J]. Results in Engineering, 2024, 24, 102939.
Authors:  Li, Pengyu;  Yang, Huiyu;  Wu, Han;  Wang, Yujia;  Su, Hao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.0/5.6 | Submit date：2024/10/10
Attention-based Spatial-temporal Graph Neural Network  Deep Learning  Long Short-term Memory  Solar Energy  Wind Energy  
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  
Photoresponse of nonvolatile resistive memory device based on all-inorganic perovskite CsPbBr3 nanocrystals Journal article
Xiaonan Zhang, Huiyu Yang, Zhiguo Jiang, Yong Zhang, Shuxiang Wu, Hui Pan, Nasir Khisro, Xinman Chen. Photoresponse of nonvolatile resistive memory device based on all-inorganic perovskite CsPbBr3 nanocrystals[J]. Journal of Physics D: Applied Physics, 2019, 52(12).
Authors:  Xiaonan Zhang;  Huiyu Yang;  Zhiguo Jiang;  Yong Zhang;  Shuxiang Wu; et al.
Favorite | TC[WOS]:25 TC[Scopus]:28  IF:3.1/3.0 | Submit date：2021/03/09
Cspbbr3  Perovskite Nanocrystals  Photoresponse  Rram