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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:6/0
  |  
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
Effective boundary conditions for dynamic contact angle hysteresis on chemically inhomogeneous surfaces
期刊论文
JOURNAL OF FLUID MECHANICS, 2022, 卷号: 935, 页码: 40
作者:
Zhang, Zhen
;
Xu, Xianmin
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  |  
浏览/下载:10/0
  |  
提交时间:2022/04/02
contact lines
wetting and wicking
Periodic Solutions to Klein-Gordon Systems with Linear Couplings
期刊论文
ADVANCED NONLINEAR STUDIES, 2021, 卷号: 21, 期号: 3, 页码: 633-660
作者:
Chen, Jianyi
;
Zhang, Zhitao
;
Chang, Guijuan
;
Zhao, Jing
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  |  
浏览/下载:39/0
  |  
提交时间:2021/10/26
Wave Equation
Variational Method
Klein-Gordon System
Periodic Solutions
Data-driven rogue waves and parameter discovery in the defocusing nonlinear Schrodinger equation with a potential using the PINN deep learning
期刊论文
PHYSICS LETTERS A, 2021, 卷号: 404, 页码: 7
作者:
Wang, Li
;
Yan, Zhenya
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/10/26
Defocusing NLS equation with the
time-dependent potential
Initial-boundary value conditions
Physics-informed neural networks
Deep learning
Data-driven rogue waves and parameter discovery
Solving forward and inverse problems of the logarithmic nonlinear Schrodinger equation with PT-symmetric harmonic potential via deep learning
期刊论文
PHYSICS LETTERS A, 2021, 卷号: 387, 页码: 12
作者:
Zhou, Zijian
;
Yan, Zhenya
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  |  
浏览/下载:36/0
  |  
提交时间:2021/04/26
Logarithmic nonlinear Schrodinger equation
PT-symmetric potentials
Physics-informed neural networks
Deep learning
Data-driven discovery of LNLS equation
Data-driven solitons
Existence of smooth solutions for the compressible barotropic Navier-Stokes-Korteweg system without increasing pressure law
期刊论文
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2020, 页码: 24
作者:
Huang, Feimin
;
Hong, Hakho
;
Shi, Xiaoding
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  |  
浏览/下载:43/0
  |  
提交时间:2020/05/24
compressible Navier-Stokes-Korteweg system
existence
uniqueness
Van der Waals gas
Energy-conserving Hamiltonian Boundary Value Methods for the numerical solution of the Korteweg-de Vries equation
期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2019, 卷号: 351, 页码: 117-135
作者:
Brugnano, Luigi
;
Gurioli, Gianmarco
;
Sun, Yajuan
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  |  
浏览/下载:25/0
  |  
提交时间:2020/01/10
Korteweg-de Vries equation
Hamiltonian partial differential equations
Hamiltonian problems
Energy-conserving methods
Hamiltonian boundary value methods
HBVMs
Construction of Jacobian Matrix for Solving Convection-Diffusion Problem with Interior Penalty Method
会议论文
2018 INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SCIENCE AND APPLICATION TECHNOLOGY, 2019-01-01
作者:
Li, Liang
;
Wu, Songping
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Constrained optimization
Diffusion in liquids
Galerkin methods
Heat convection
Convection diffusion problems
Convergence rates
Discontinuous galerkin
Interior penalties
Interior penalty method
Non-linear solver
Periodic boundary conditions
Time integration
Jacobian matrices
Comparison of heavy-ion transport simulations: Collision integral with pions and Delta resonances in a box
期刊论文
PHYSICAL REVIEW C, 2019, 卷号: 100, 期号: 4, 页码: -
作者:
Ono, A
;
Xu, J
;
Colonna, M
;
Danielewicz, P
;
Ko, CM
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  |  
浏览/下载:12/0
  |  
提交时间:2020/10/16
QUANTUM MOLECULAR-DYNAMICS
SYMMETRY ENERGY
ISOSPIN PHYSICS
MEAN-FIELD
DEPENDENCE
EMISSION
EQUATION
MODELS
MATTER
STATE
Investigation of shock attenuation in a shock tube using DSMC method
会议论文
University of StrathclydeGlasgow; United Kingdom;, 23 July 2018 ~ 27 July 2018
作者:
Xue XW(薛晓薇)
;
Chen S
;
Sun QH(孙泉华)
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  |  
浏览/下载:5/0
  |  
提交时间:2020/11/20
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