Composing Partial Differential Equations with Physics-Aware Neural Networks.
Matthias KarlbauerTimothy PraditiaSebastian OtteSergey OladyshkinWolfgang NowakMartin V. ButzPublished in: ICML (2022)
Keyphrases
- partial differential equations
- neural network
- numerical solution
- anisotropic diffusion
- image denoising
- level set
- image processing
- pattern recognition
- fourth order
- differential equations
- numerical methods
- finite difference method
- finite difference
- energy functional
- image enhancement
- multiscale
- numerical algorithms
- curve evolution
- nonlinear diffusion
- diffusion equation
- boundary value problem
- numerical scheme
- conservation laws
- high order
- nonlinear partial differential equations
- total variation
- difference equations
- problems in image processing