Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs (Q2060092)
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: Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs |
scientific article; zbMATH DE number 7442772
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs |
scientific article; zbMATH DE number 7442772 |
Statements
Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs (English)
0 references
13 December 2021
0 references
deep learning
0 references
neural networks
0 references
parametrized PDEs
0 references
derivative-informed dimension reduction
0 references
active subspace
0 references
surrogate modeling
0 references
0 references
0 references
0 references
0 references
0 references
0 references
0 references
0 references
0 references
0 references
0 references
0 references
0.9251227
0 references
0.9090912
0 references
0.88666457
0 references
0.88568914
0 references
0.88423854
0 references
0.87890756
0 references
0.8777881
0 references
0.8773146
0 references
0.87470835
0 references