Data driven approximation of parametrized PDEs by reduced basis and neural networks.
Niccolò Dal SantoSimone DeparisLuca PegolottiPublished in: J. Comput. Phys. (2020)
Keyphrases
- data driven
- neural network
- partial differential equations
- fuzzy logic
- feed forward
- pattern recognition
- genetic algorithm
- image denoising
- learning algorithm
- artificial neural networks
- back propagation
- numerical solution
- high order
- image processing
- numerical scheme
- approximation error
- queueing networks
- fuzzy systems
- multi layer
- recurrent neural networks
- multilayer perceptron
- mathematical morphology
- multiscale
- reinforcement learning
- level set