Data driven approximation of parametrized PDEs by Reduced Basis and Neural Networks.
Niccolò Dal SantoSimone DeparisLuca PegolottiPublished in: CoRR (2019)
Keyphrases
- data driven
- neural network
- pattern recognition
- partial differential equations
- fuzzy logic
- level set
- error bounds
- self organizing maps
- numerical solution
- approximation algorithms
- genetic algorithm
- artificial neural networks
- data sets
- fault diagnosis
- multiresolution
- recurrent neural networks
- fuzzy systems
- relative error
- approximation error
- approximation methods
- numerical scheme