Multi-Grade Deep Learning for Partial Differential Equations with Applications to the Burgers Equation.
Yuesheng XuTaishan ZengPublished in: CoRR (2023)
Keyphrases
- partial differential equations
- deep learning
- numerical solution
- numerical methods
- differential equations
- fourth order
- hamilton jacobi
- finite difference
- heat equation
- image denoising
- boundary value problem
- unsupervised learning
- level set
- difference equations
- anisotropic diffusion
- image processing
- numerical algorithms
- unsupervised feature learning
- mental models
- image enhancement
- machine learning
- multiscale
- weakly supervised
- energy functional
- high order
- denoising
- data mining
- image compression
- evolution equation
- semi supervised
- multiresolution