ResearchTrend.AI
Deep learning neural networks for the third-order nonlinear Schrodinger equation: Solitons, breathers, and rogue waves

Deep learning neural networks for the third-order nonlinear Schrodinger equation: Solitons, breathers, and rogue waves

Zijian Zhou
Zhenya Yan
ArXiv (abs)PDFHTML

Papers citing "Deep learning neural networks for the third-order nonlinear Schrodinger equation: Solitons, breathers, and rogue waves"

7 / 7 papers shown
Title
Data-driven rogue waves and parameter discovery in the defocusing NLS equation with a potential using the PINN deep learning
Data-driven rogue waves and parameter discovery in the defocusing NLS equation with a potential using the PINN deep learning
Li Wang
Zhenya Yan
63
84
0
18 Dec 2020
DeepXDE: A deep learning library for solving differential equations
DeepXDE: A deep learning library for solving differential equations
Lu Lu
Xuhui Meng
Zhiping Mao
George Karniadakis
PINNAI4CE
99
1,540
0
10 Jul 2019
PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network
PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network
Zichao Long
Yiping Lu
Bin Dong
AI4CE
76
553
0
30 Nov 2018
Quantifying total uncertainty in physics-informed neural networks for solving forward and inverse stochastic problems
Quantifying total uncertainty in physics-informed neural networks for solving forward and inverse stochastic problems
Dongkun Zhang
Lu Lu
Ling Guo
George Karniadakis
UQCV
113
409
0
21 Sep 2018
DGM: A deep learning algorithm for solving partial differential equations
DGM: A deep learning algorithm for solving partial differential equations
Justin A. Sirignano
K. Spiliopoulos
AI4CE
93
2,067
0
24 Aug 2017
Hidden Physics Models: Machine Learning of Nonlinear Partial Differential Equations
Hidden Physics Models: Machine Learning of Nonlinear Partial Differential Equations
M. Raissi
George Karniadakis
AI4CEPINN
78
1,137
0
02 Aug 2017
Machine Learning of Linear Differential Equations using Gaussian Processes
Machine Learning of Linear Differential Equations using Gaussian Processes
M. Raissi
George Karniadakis
83
553
0
10 Jan 2017

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.