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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
作者:  Zhong, Ming;  Gong, Shibo;  Tian, Shou-Fu;  Yan, Zhenya
收藏  |  浏览/下载：100/0  |  提交时间：2023/02/07
GeneralizedGrossPitaevskiiequation  ComplexPT-symmetricpotentials  Physics-informeddeepneuralnetworks  Data-driven rogue waves and parameters discovery discovery  
Plant-based meat substitutes by high-moisture extrusion: Visualizing the whole process in data systematically from raw material to the products 期刊论文
JOURNAL OF INTEGRATIVE AGRICULTURE, 2022, 卷号: 21, 期号: 8, 页码: 2435-2444
作者:  Jin-chuang, Zhang;  Zhen, Meng;  Qiong-ling, C. H. E. N. G.;  Qi-zhai, L., I;  Yu-jie, Z. H. A. N. G.;  Li, L. I. U.;  Ai-min, S. H., I;  Qiang, W. A. N. G.
收藏  |  浏览/下载：103/0  |  提交时间：2023/02/07
plant-based meat substitutes  high-moisture extrusion process  extrusion parameters  models  visualization platform software  
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
作者:  Zhong, Ming;  Zhang, Jian-Guo;  Zhou, Zijian;  Tian, Shou-Fu;  Yan, Zhenya
收藏  |  浏览/下载：92/0  |  提交时间：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  
Ensemble wavelet-learning approach for predicting the effective mechanical properties of concrete composite materials 期刊论文
COMPUTATIONAL MECHANICS, 2022, 页码: 31
作者:  Linghu, Jiale;  Dong, Hao;  Cui, Junzhi
收藏  |  浏览/下载：117/0  |  提交时间：2022/06/21
Concrete composite materials  Weibull distribution  Equivalent mechanical parameters  Artificial neural networks  Wavelet transform  
Design Improvement for Complex Systems with Uncertainty 期刊论文
MATHEMATICS, 2021, 卷号: 9, 期号: 11, 页码: 20
作者:  Chen, Yue;  Shi, Jian;  Yi, Xiao-Jian
收藏  |  浏览/下载：161/0  |  提交时间：2021/10/26
robustness  hyper-box  uncertainty  optimization  key parameters  constraints  
Projection-based and cross-validated estimation in high-dimensional Cox model 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2021, 页码: 20
作者:  Zhang, Haixiang;  Huang, Jian;  Sun, Liuquan
收藏  |  浏览/下载：176/0  |  提交时间：2021/04/26
cross‐  validation  high‐  dimensional nuisance parameters  hypothesis test  oracle inequality  sample splitting  
Recovering node parameters and topologies of uncertain non-linearly coupled complex networks 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 1, 页码: 105-115
作者:  Wang, Xiong;  Gu, Haibo;  Chen, Yao;  Lu, Jinhu
收藏  |  浏览/下载：190/0  |  提交时间：2020/05/24
complex networks  uncertain systems  synchronisation  delays  nonlinear control systems  adaptive control  topology  node dynamics  network topologies  adaptive anticipatory synchronisation-based approaches  unknown node parameters  response network  node delay  node parameters  uncertain nonlinearly coupled complex networks  
Identifying topologies and system parameters of uncertain time-varying delayed complex networks 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2019, 卷号: 62, 期号: 1, 页码: 94-105
作者:  Wang Xiong;  Gu HaiBo;  Wang QianYao;  Lu JinHu
收藏  |  浏览/下载：203/0  |  提交时间：2019/04/02
system parameters and network topologies identification  anticipatory synchronization  uncertain time-varying delayed complex networks  noise-perturbed complex networks  
The preconditioned iterative methods with variable parameters for saddle point problem 期刊论文
APPLIED MATHEMATICS AND COMPUTATION, 2018, 卷号: 334, 页码: 152-167
作者:  Huang, Na;  Ma, Chang-Feng
收藏  |  浏览/下载：349/0  |  提交时间：2018/07/30
Saddle point problem  Preconditioned iterative method  Variable parameters  Optimal parameter  Convergence  
A novel hierarchy of two-family-parameter equations: Local, nonlocal, and mixed-local-nonlocal vector nonlinear Schrodinger equations 期刊论文
APPLIED MATHEMATICS LETTERS, 2018, 卷号: 79, 页码: 123-130
作者:  Yan, Zhenya
收藏  |  浏览/下载：178/0  |  提交时间：2018/07/30
Two families of parameters  Local, nonlocal, and mixed-local-nonlocal VNLS equations  Lax pair  Conservation laws  PT symmetry  Symmetry reductions