Scaling transformation of the multimode nonlinear Schrödinger equation for physics-informed neural networks.
Ivan ChuprovDmitry S. EfremenkoJiexing GaoPavel AnisimovViacheslav V. ZemlyakovPublished in: CoRR (2022)
Keyphrases
- wave equation
- hamilton jacobi
- neural network
- finite difference
- heat equation
- eikonal equation
- computer science
- medial axis
- pattern recognition
- finite element
- genetic algorithm
- artificial intelligence
- artificial neural networks
- back propagation
- partial differential equations
- distance transform
- fault diagnosis
- numerical solution
- nonlinear equations
- fuzzy logic
- neural network model
- multiscale
- nonlinear dynamic systems
- steady state
- level set method
- activation function
- cellular neural networks
- level set
- nonlinear dynamics
- quantum mechanics