Deep neural networks for solving forward and inverse problems of (2+1)-dimensional nonlinear wave equations with rational solitons.
Zijian ZhouLi WangZhenya YanPublished in: CoRR (2021)
Keyphrases
- inverse problems
- nonlinear equations
- neural network
- wave equation
- image reconstruction
- global optimization
- convex optimization
- optimization methods
- optimization problems
- partial differential equations
- emission tomography
- linear systems
- pattern recognition
- finite difference
- genetic algorithm
- smoothness constraint
- hamilton jacobi
- early vision
- optimal solution