Advanced Physics-informed neural networks for numerical approximation of the coupled Schrödinger-KdV equation.
Qiongni ZhangChangxin QiuJiangyong HouWenjing YanPublished in: Commun. Nonlinear Sci. Numer. Simul. (2024)
Keyphrases
- hamilton jacobi
- finite difference
- neural network
- heat equation
- wave equation
- eikonal equation
- finite element
- partial differential equations
- numerical solution
- numerical analysis
- hamilton jacobi bellman
- pattern recognition
- level set method
- back propagation
- level set
- numerical methods
- approximation error
- fuzzy logic
- neural network model
- artificial intelligence
- steady state
- artificial neural networks
- approximation algorithms
- computer science
- neural nets
- distance transform
- fuzzy systems
- genetic algorithm
- recurrent neural networks
- error bounds
- self organizing maps
- fault diagnosis
- scale space
- medial axis
- diffusion process
- multilayer perceptron
- image enhancement
- gaussian kernel
- multiscale
- image processing
- learning algorithm