Collocation approximation by deep neural ReLU networks for parametric elliptic PDEs with lognormal inputs.
Dinh DungPublished in: CoRR (2021)
Keyphrases
- partial differential equations
- power law
- solving partial differential equations
- level set
- image denoising
- network architecture
- recurrent networks
- approximation algorithms
- network design
- co occurrence
- image processing
- neural network
- biologically inspired
- network analysis
- anisotropic diffusion
- heterogeneous networks
- numerical solution
- diffusion equation
- numerical scheme
- spiking neurons
- social networks
- bio inspired
- learning rules
- associative memory
- neural model
- spiking neural networks
- error bounds