FinNet: Solving Time-Independent Differential Equations with Finite Difference Neural Network.
Son N. T. TuThu NguyenPublished in: CoRR (2022)
Keyphrases
- differential equations
- finite difference
- numerical solution
- partial differential equations
- neural network
- runge kutta
- feed forward artificial neural networks
- dynamical systems
- ordinary differential equations
- hamilton jacobi
- boundary value problem
- numerical methods
- anisotropic diffusion
- level set
- finite element
- exact solution
- numerical analysis
- artificial neural networks
- image processing
- image denoising
- pattern recognition
- difference equations
- multiscale
- back propagation
- training algorithm
- energy functional
- machine learning