Quadratic Residual Networks: A New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEs.
Jie BuAnuj KarpatnePublished in: SDM (2021)
Keyphrases
- inverse problems
- neural network
- partial differential equations
- image reconstruction
- global optimization
- convex optimization
- level set
- pattern recognition
- optimization problems
- emission tomography
- optimization methods
- computational complexity
- multiscale
- genetic algorithm
- image enhancement
- image denoising
- high order
- evolutionary algorithm
- video sequences
- anisotropic diffusion
- image sequences