Neural Networks to Solve Partial Differential Equations: A Comparison With Finite Elements.
Andrea SacchettiBenjamin BachmannKaspar LöffelUrs-Martin KünziBeatrice PaoliPublished in: IEEE Access (2022)
Keyphrases
- finite element
- partial differential equations
- boundary element
- numerical solution
- finite difference
- neural network
- level set
- image denoising
- image processing
- finite element model
- anisotropic diffusion
- multiscale
- finite difference method
- fourth order
- image enhancement
- energy functional
- numerical methods
- pattern recognition
- computer science department
- boundary value problem
- differential equations
- problems in image processing
- mesh generation
- finite element method
- numerical scheme
- computer architecture
- numerical algorithms
- stochastic control
- high order
- feature vectors