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Data-driven rogue waves and parameters discovery in nearly integrable PT-symmetric Gross-Pitaevskii equations via PINNs deep learning 期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2022, 卷号: 439, 页码: 12
Authors:  Zhong, Ming;  Gong, Shibo;  Tian, Shou-Fu;  Yan, Zhenya
Favorite  |  View/Download:82/0  |  Submit date:2023/02/07
GeneralizedGrossPitaevskiiequation  ComplexPT-symmetricpotentials  Physics-informeddeepneuralnetworks  Data-driven rogue waves and parameters discovery discovery  
Data-driven discoveries of B?cklund transformations and soliton evolution equations via deep neural network learning schemes 期刊论文
PHYSICS LETTERS A, 2022, 卷号: 450, 页码: 15
Authors:  Zhou, Zijian;  Wang, Li;  Yan, Zhenya
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Deep neural networks  B?cklund transform  Miura transform  Soliton equations  Breathers  Solitons  
On networks over finite rings 期刊论文
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2022, 卷号: 359, 期号: 14, 页码: 7562-7599
Authors:  Cheng, Daizhan;  Ji, Zhengping
Favorite  |  View/Download:47/0  |  Submit date:2023/02/07
Networked Knowledge and Complex Networks: An Engineering View 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 8, 页码: 1366-1383
Authors:  Lu, Jinhu;  Wen, Guanghui;  Lu, Ruqian;  Wang, Yong;  Zhang, Songmao
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Complex network  knowledge graph  networked knowledge  neural network  
Multilayer Financial Complex Networks and Their Applications 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2022, 页码: 14
Authors:  Li, Xuerong;  Xu, Xiaoyue;  Liu, Jiaqi;  Dong, Jichang;  Lu, Jinhu
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Couplings  Complex networks  Biological system modeling  Banking  Entropy  Analytical models  Urban areas  Financial networks  maximum entropy approach  multi-layer networks  risk contagion  spillover effects  
Can financial crisis be detected? Laplacian energy measure 期刊论文
EUROPEAN JOURNAL OF FINANCE, 2022, 页码: 28
Authors:  Huang, Chuangxia;  Deng, Yunke;  Yang, Xin;  Yang, Xiaoguang;  Cao, Jinde
Favorite  |  View/Download:92/0  |  Submit date:2023/02/07
Financial crisis  complex network  Laplacian energy  network structure  seasonal-trend decomposition procedure based on loess (STL)  
Ensemble wavelet-learning approach for predicting the effective mechanical properties of concrete composite materials 期刊论文
COMPUTATIONAL MECHANICS, 2022, 页码: 31
Authors:  Linghu, Jiale;  Dong, Hao;  Cui, Junzhi
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Concrete composite materials  Weibull distribution  Equivalent mechanical parameters  Artificial neural networks  Wavelet transform  
An efficient neural network method with plane wave activation functions for solving Helmholtz equation 期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2022, 卷号: 111, 页码: 34-49
Authors:  Cui, Tao;  Wang, Ziming;  Xiang, Xueshuang
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Helmholtz equation  Deep learning  Finite difference method  Plane wave method  
Evaluating influential nodes for the Chinese energy stocks based on jump volatility spillover network 期刊论文
INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2022, 卷号: 78, 页码: 81-94
Authors:  Huang, Chuangxia;  Zhao, Xian;  Deng, Yunke;  Yang, Xiaoguang;  Yang, Xin
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Complex network  Chinese energy stock market  High-frequency data  Jump volatility  Entropy weight TOPSIS  
High attack rate in a Tong Lau house outbreak of COVID-19 with subdivided units in Hong Kong 期刊论文
INTERFACE FOCUS, 2022, 卷号: 12, 期号: 2, 页码: 11
Authors:  Wang, Qun;  Lung, David Christopher;  Chan, Pak-To;  Jia, Wei;  Dung, Chung-Hin;  Miao, Te;  Huang, Jianxiang;  Chen, Wenzhao;  Wang, Zixuan;  Leung, Kai-Ming;  Xu, Pengcheng;  Lin, Zhang;  Wong, Daniel;  Tse, Herman;  Wong, Sally Cheuk Ying;  Choi, Garnet Kwan-Yue;  To, Kelvin Kai-Wang;  Cheng, Vincent Chi-Chung;  Yuen, Kwok-Yung;  Li, Yuguo
Favorite  |  View/Download:172/0  |  Submit date:2022/04/02
COVID-19  SARS-CoV-2  poor housing  drainage system  building ventilation