Solving the Nonlinear Schrödinger Equation in Optical Fibers Using Physics-informed Neural Network.
Xiaotian JiangDanshi WangQirui FanMin ZhangChao LuAlan Pak Tao LauPublished in: OFC (2021)
Keyphrases
- wave equation
- hamilton jacobi
- neural network
- finite difference
- nonlinear equations
- heat equation
- distance transform
- eikonal equation
- hamilton jacobi bellman
- partial differential equations
- human brain
- finite element
- medial axis
- artificial neural networks
- steady state
- recurrent neural networks
- level set method
- fault diagnosis
- numerical solution
- back propagation
- multiscale
- auto associative
- cross sections
- scale spaces
- numerical analysis
- diffusion equation
- diffusion process
- neural network model