Physics-embedded Fourier Neural Network for Partial Differential Equations.
Qingsong XuNils ThuereyYilei ShiJonathan BamberChaojun OuyangXiao Xiang ZhuPublished in: CoRR (2024)
Keyphrases
- partial differential equations
- neural network
- anisotropic diffusion
- image denoising
- level set
- numerical solution
- image processing
- multiscale
- image enhancement
- mathematical morphology
- energy functional
- finite difference method
- numerical algorithms
- numerical scheme
- numerical methods
- image reconstruction
- problems in image processing
- fourth order
- diffusion equation
- differential equations
- curve evolution
- finite difference
- pattern recognition
- conservation laws
- image segmentation
- boundary value problem
- total variation
- denoising
- translation invariant
- wavelet coefficients