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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:15/0
  |  
提交时间:2023/02/07
GeneralizedGrossPitaevskiiequation
ComplexPT-symmetricpotentials
Physics-informeddeepneuralnetworks
Data-driven rogue waves and parameters discovery discovery
Semi-rational vector rogon-soliton solutions of the five-component Manakov/NLS system with mixed backgrounds
期刊论文
APPLIED MATHEMATICS LETTERS, 2022, 卷号: 125, 页码: 8
作者:
Weng, Weifang
;
Zhang, Guoqiang
;
Zhou, Zijian
;
Yan, Zhenya
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Five-component Manakov system
Non-zero/zero background
Semi-rational solutions
Rogue waves/rogons
Solitons
Strong and weak interactions of rational vector rogue waves and solitons to any n-component nonlinear Schrodinger system with higher-order effects
期刊论文
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2022, 卷号: 478, 期号: 2257, 页码: 23
作者:
Weng, Weifang
;
Zhang, Guoqiang
;
Yan, Zhenya
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/04/02
rational vector rogue waves
rational vector solitons
weak and strong interactions
n-component nonlinear wave system with higher-order effects
modified Darboux transform
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:24/0
  |  
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
Rogue wave formation and interactions in the defocusing nonlinear Schrodinger equation with external potentials
期刊论文
APPLIED MATHEMATICS LETTERS, 2021, 卷号: 111, 页码: 9
作者:
Wang, Li
;
Yan, Zhenya
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2021/01/14
Defocusing nonlinear Schrodinger equation
Modulational instability
PT-symmetric potential
Rogue waves
W-shaped solitons
The Hirota equation: Darboux transform of the Riemann-Hilbert problem and higher-order rogue waves
期刊论文
APPLIED MATHEMATICS LETTERS, 2019, 卷号: 95, 页码: 65-71
作者:
Chen, Shuyan
;
Yan, Zhenya
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2020/01/10
Hirota equation
Non-zero boundary conditions
Riemann-Hilbert problem
Darboux transform
Breathers
Rogue waves
The general coupled Hirota equations: modulational instability and higher-order vector rogue wave and multi-dark soliton structures
期刊论文
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2019, 卷号: 475, 期号: 2222, 页码: 20
作者:
Zhang, Guoqiang
;
Yan, Zhenya
;
Wang, Li
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  |  
浏览/下载:59/0
  |  
提交时间:2020/01/10
general coupled Hirota equations
modulational instability
high-order vector rational or semirational rogue waves
multi-dark-dark solitons
dynamics
Dynamics of three nonisospectral nonlinear Schrodinger equations
期刊论文
CHINESE PHYSICS B, 2019, 卷号: 28
作者:
Silem, Abdselam[1]
;
Zhang, Cheng[2]
;
Zhang, Da-Jun[3]
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  |  
浏览/下载:6/0
  |  
提交时间:2019/04/22
nonisospectral nonlinear Schrodinger equations
gauge transformations
bilinear forms
solitons
rogue waves
Formation mechanism of asymmetric breather and rogue waves in pair-transition-coupled nonlinear Schrödinger equations.
期刊论文
Chinese Physics B, 2019, 卷号: Vol.28 No.1, 页码: 1
作者:
Zai-Dong Li
;
Yang-yang Wang
;
Peng-Bin He
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/17
ROGUE
waves
*PHASE
transformations
(Physics)
*SCHRODINGER
equation
*NONLINEAR
systems
*PARAMETER
estimation
Solitary and rogue waves with controllable backgrounds for the non-autonomous generalized AB system
期刊论文
NONLINEAR DYNAMICS, 2019, 卷号: 96, 页码: 2535-2546
作者:
Lan, Zhong-Zhou
;
Su, Jing-Jing
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Geophysical flows
Non-autonomous generalized AB system
Solitary and rogue waves
Controllable backgrounds
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