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Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator 期刊论文
CHAOS SOLITONS & FRACTALS, 2022, 卷号: 165, 页码: 14
Authors:  Zhong, Ming;  Yan, Zhenya
Favorite  |  View/Download:81/0  |  Submit date:2023/02/07
Integrable fractional nonlinear wave equations  Fourier neural operator  Deep learning  Data-driven soliton mapping  Activation function  Channel of fully-connected layer  
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 Deep Learning for The Multi-Hump Solitons and Parameters Discovery in NLS Equations with Generalized PT-Scarf-II Potentials 期刊论文
NEURAL PROCESSING LETTERS, 2022, 页码: 19
Authors:  Zhong, Ming;  Zhang, Jian-Guo;  Zhou, Zijian;  Tian, Shou-Fu;  Yan, Zhenya
Favorite  |  View/Download:72/0  |  Submit date:2023/02/07
Focusing and defocusing nonlinear Schrodinger equations  Generalized PT-Scarf-II potential  Physics-informed deep neural networks  Data-driven solitons and parameters discovery  
Formation, stability, and adiabatic excitation of peakons and double-hump solitons in parity-time-symmetric Dirac-delta(x)-Scarf-II optical potentials 期刊论文
PHYSICAL REVIEW E, 2022, 卷号: 105, 期号: 1, 页码: 16
Authors:  Zhong, Ming;  Chen, Yong;  Yan, Zhenya;  Tian, Shou-Fu
Favorite  |  View/Download:138/0  |  Submit date:2022/04/02
Inferring potential small molecule–miRNA association based on triple layer heterogeneous network 期刊论文
Journal of Cheminformatics, 2018, 卷号: 10, 期号: 1
Authors:  Qu,Jia;  Chen,Xing;  Sun,Ya-Zhou;  Li,Jian-Qiang;  Ming,Zhong
Favorite  |  View/Download:169/0  |  Submit date:2018/07/30
microRNA  Small molecule  Association prediction  Triple layer heterogeneous network  
Two robust nonconforming -elements for linear strain gradient elasticity 期刊论文
NUMERISCHE MATHEMATIK, 2017, 卷号: 137, 期号: 3, 页码: 691-711
Authors:  Li, Hongliang;  Ming, Pingbing;  Shi, Zhong-ci
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Comparing local modularity optimization for detecting communities in networks 期刊论文
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2017, 卷号: 28, 期号: 6, 页码: 11
Authors:  Xiang, Ju;  Wang, Zhi-Zhong;  Li, Hui-Jia;  Zhang, Yan;  Chen, Shi;  Liu, Cui-Cui;  Li, Jian-Ming;  Guo, Li-Juan
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Community structure  community detection  complex networks  
Detection of Interactions between Proteins through Rotation Forest and Local Phase Quantization Descriptors 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2016, 卷号: 17, 期号: 1, 页码: 11
Authors:  Wong, Leon;  You, Zhu-Hong;  Ming, Zhong;  Li, Jianqiang;  Chen, Xing;  Huang, Yu-An
Favorite  |  View/Download:127/0  |  Submit date:2018/07/30
protein-protein interaction  Rotation Forest  Physicochemical Property Response Matrix (PR)  Local Phase Quantization  
Visual Tracking via Sparse and Local Linear Coding 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 3796-3809
Authors:  Wang, Guofeng;  Qin, Xueying;  Zhong, Fan;  Liu, Yue;  Li, Hongbo;  Peng, Qunsheng;  Yang, Ming-Hsuan
Favorite  |  View/Download:129/0  |  Submit date:2018/07/30
State space search  convex sparse coding  locality-constrained linear coding  visual tracking  
Knowledge Engineering with Big Data 期刊论文
IEEE INTELLIGENT SYSTEMS, 2015, 卷号: 30, 期号: 5, 页码: 46-55
Authors:  Wu, Xindong;  Chen, Huanhuan;  Wu, Gong-Qing;  Liu, Jun;  Zheng, Qinghua;  He, Xiaofeng;  Zhou, Aoying;  Zhao, Zhong-Qiu;  Wei, Bifan;  Gao, Ming;  Li, Yang;  Zhang, Qiping;  Zhang, Shichao;  Lu, Ruqian;  Zheng, Nanning
Favorite  |  View/Download:151/0  |  Submit date:2018/07/30