A deep learning improved numerical method for the simulation of rogue waves of nonlinear Schrödinger equation.
Rui-Qi WangLiming LingDelu ZengBao-Feng FengPublished in: Commun. Nonlinear Sci. Numer. Simul. (2021)
Keyphrases
- wave equation
- deep learning
- numerical methods
- hamilton jacobi
- finite difference
- partial differential equations
- numerical solution
- finite element method
- level set method
- unsupervised learning
- differential equations
- mental models
- machine learning
- level set
- image denoising
- eikonal equation
- high order
- image enhancement
- higher order
- pairwise
- heat equation
- medial axis
- weakly supervised
- image processing