Learning Rogue Waves of Nonlinear Schrödinger Equation with Enhanced Physics-Informed Neural Networks Simulator.
Yanan GuoXiaoqun CaoWei DongKecheng PengWenlong TianMengge ZhouPublished in: SMC (2023)
Keyphrases
- wave equation
- neural network
- learning algorithm
- hamilton jacobi
- learning process
- reinforcement learning
- neural nets
- artificial intelligence
- nonlinear equations
- finite difference
- learning tasks
- connectionist systems
- feedforward neural networks
- learning rules
- distance transform
- feed forward
- learning systems
- supervised learning
- image processing
- genetic algorithm
- neural network model
- training process
- online learning
- artificial neural networks
- pattern recognition