Two-stage initial-value iterative physics-informed neural networks for simulating solitary waves of nonlinear wave equations.
Jin SongMing ZhongGeorge Em KarniadakisZhenya YanPublished in: J. Comput. Phys. (2024)
Keyphrases
- wave equation
- neural network
- hamilton jacobi
- pattern recognition
- artificial neural networks
- iterative refinement
- iterative process
- computer science
- back propagation
- neural nets
- recurrent neural networks
- wave propagation
- nonlinear equations
- feedforward neural networks
- fault diagnosis
- fuzzy logic
- learning algorithm
- feed forward
- iterative methods
- nonlinear dynamics
- control system
- image processing
- newton raphson