pymordemos.neural_networks_fenics

Module Contents

pymordemos.neural_networks_fenics.DIM = 2

pymordemos.neural_networks_fenics.FENICS_ORDER = 1

pymordemos.neural_networks_fenics.GRID_INTERVALS = 50

pymordemos.neural_networks_fenics.discretize_fenics()

pymordemos.neural_networks_fenics.main(training_samples: int = Argument(..., help='Number of samples used for training the neural network.'), validation_samples: int = Argument(..., help='Number of samples used for validation during the training phase.'))

Reduction of a FEniCS model using neural networks (approach by Hesthaven and Ubbiali).