On the eigenvector bias of Fourier feature networks: from regression to solving multi-scale PDEs with physics-informed neural networks (Q2237440)
From MaRDI portal
| This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: On the eigenvector bias of Fourier feature networks: from regression to solving multi-scale PDEs with physics-informed neural networks |
scientific article
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | On the eigenvector bias of Fourier feature networks: from regression to solving multi-scale PDEs with physics-informed neural networks |
scientific article |
Statements
On the eigenvector bias of Fourier feature networks: from regression to solving multi-scale PDEs with physics-informed neural networks (English)
0 references
27 October 2021
0 references
spectral bias
0 references
deep learning
0 references
neural tangent kernel
0 references
partial differential equations
0 references
scientific machine learning
0 references
0 references
0 references
0 references