Neural Networks to solve Partial Differential Equations: a Comparison with Finite Elements.
Andrea SacchettiBenjamin BachmannKaspar LöffelUrs-Martin KünziBeatrice PaoliPublished in: CoRR (2022)
Keyphrases
- finite element
- partial differential equations
- boundary element
- numerical solution
- neural network
- finite difference
- anisotropic diffusion
- level set
- image processing
- image denoising
- finite element model
- image enhancement
- pattern recognition
- multiscale
- mathematical morphology
- energy functional
- computer science department
- numerical algorithms
- fourth order
- diffusion equation
- problems in image processing
- finite element method
- numerical methods
- computer vision
- numerical scheme
- feature space
- conservation laws
- computational complexity
- machine learning