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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  
Exploration of sustainable driving path of rural domestic wastewater treatment-from the perspective of life cycle assessment Journal article
Li, Pengyu, Wang, Yuxin, Zheng, Tianlong, Cao, Yingnan, Lv, Xiuyuan, Zhou, Xiaoqin, Zhang, Guangtao, Ma, Yingqun, Li, Lin, Liu, Junxin. Exploration of sustainable driving path of rural domestic wastewater treatment-from the perspective of life cycle assessment[J]. Journal of Cleaner Production, 2024, 434, 140403.
Authors:  Li, Pengyu;  Wang, Yuxin;  Zheng, Tianlong;  Cao, Yingnan;  Lv, Xiuyuan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:9.7/10.2 | Submit date：2024/02/22
Carbon Emission  Clean Energy  Distributed Power Generation  Life Cycle Assessment  Rural Domestic Wastewater Treatment  
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  
Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics Journal article
Xu, Shengfeng, Yan, Chang, Zhang, Guangtao, Sun, Zhenxu, Huang, Renfang, Ju, Shengjun, Guo, Dilong, Yang, Guowei. Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics[J]. Physics of Fluids, 2023, 35(6), 065141.
Authors:  Xu, Shengfeng;  Yan, Chang;  Zhang, Guangtao;  Sun, Zhenxu;  Huang, Renfang; et al.
Favorite | TC[WOS]:7 TC[Scopus]:10  IF:4.1/4.1 | Submit date：2023/07/20
Artificial Neural Networks  Machine Learning  Fluid Mechanics  Navier Stokes Equations  Turbulence Simulations  Turbulent Flows  Viscosity  
Innovative Strategies for Hair Regrowth and Skin Visualization Journal article
Mai,Qiuying, Han,Yanhua, Cheng,Guopan, Ma,Rui, Yan,Zhao, Chen,Xiaojia, Yu,Guangtao, Chen,Tongkai, Zhang,Shu. Innovative Strategies for Hair Regrowth and Skin Visualization[J]. Pharmaceutics, 2023, 15(4), 1201.
Authors:  Mai,Qiuying;  Han,Yanhua;  Cheng,Guopan;  Ma,Rui;  Yan,Zhao; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:4.9/5.5 | Submit date：2023/08/03
Hair Regrowth  Microneedles  Natural Products  Regenerative Medicine  Skin Visualization  
Innovative Strategies for Hair Regrowth and Skin Visualization Journal article
Mai, Qiuying, Han, Yanhua, Cheng, Guopan, Ma, Rui, Yan, Zhao, Chen, Xiaojia, Yu, Guangtao, Chen, Tongkai, Zhang, Shu. Innovative Strategies for Hair Regrowth and Skin Visualization[J]. Pharmaceutics, 2023, 15(4).
Authors:  Mai, Qiuying;  Han, Yanhua;  Cheng, Guopan;  Ma, Rui;  Yan, Zhao; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:4.9/5.5 | Submit date：2024/01/10
hair regrowth  microneedles  natural products  regenerative medicine  skin visualization  
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  
Simulating and predicting the performance of a horizontal subsurface flow constructed wetland using a fully connected neural network Journal article
Pengyu Li, Tianlong Zheng, Lin Li, Xiuyuan Lv, WenJun Wu, Zhining Shi, Xiaoqin Zhou, Guangtao Zhang, Yingqun Ma, Junxin Liu. Simulating and predicting the performance of a horizontal subsurface flow constructed wetland using a fully connected neural network[J]. Journal of Cleaner Production, 2022, 380, 134959.
Authors:  Pengyu Li;  Tianlong Zheng;  Lin Li;  Xiuyuan Lv;  WenJun Wu; et al.
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:9.7/10.2 | Submit date：2023/02/27
Decentralized Wastewater Treatment  Fully Connected Neural Network  Horizontal Subsurface Flow Constructed Wetland  Machine Learning  
“Swiss Army Knife” black phosphorus-based nanodelivery platform for synergistic antiparkinsonian therapy via remodeling the brain microenvironment Journal article
Guowang Cheng, Zhongjun Li, Yujing Liu, Rui Ma, Xiaojia Chen, Wen Liu, Yafang Song, Yuan Zhang, Guangtao Yu, Zhenfeng Wu, Tongkai Chen. “Swiss Army Knife” black phosphorus-based nanodelivery platform for synergistic antiparkinsonian therapy via remodeling the brain microenvironment[J]. Journal of Controlled Release, 2022, 353, 752-766.
Authors:  Guowang Cheng;  Zhongjun Li;  Yujing Liu;  Rui Ma;  Xiaojia Chen; et al.
Favorite | TC[WOS]:11 TC[Scopus]:13  IF:10.5/10.6 | Submit date：2023/02/01
Parkinson's Disease  Neuroinflammation  Α-synuclein  Blood-brain Barrier  Black Phosphorus Nanosheets  Neuroprotection  
Toward Visual Behavior and Attention Understanding for Augmented 360 Degree Videos Journal article
Yucheng Zhu, Xiongkuo Min, Dandan Zhu, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang, Ke Gu, Jiantao Zhou. Toward Visual Behavior and Attention Understanding for Augmented 360 Degree Videos[J]. ACM Trans. Multimedia Computing, Communications, and Applications, 2022, 19(2), 1-24.
Authors:  Yucheng Zhu;  Xiongkuo Min;  Dandan Zhu;  Guangtao Zhai;  Xiaokang Yang; et al.
Favorite |  | Submit date：2022/09/28