pymordemos.neural_networks

Module Contents

pymordemos.neural_networks.create_fom(fv, grid_intervals)

pymordemos.neural_networks.main(grid_intervals: int = Argument(..., help='Grid interval count.'), 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.'), fv: bool = Option(False, help='Use finite volume discretization instead of finite elements.'), vis: bool = Option(False, help='Visualize full order solution and reduced solution for a test set.'))

Model order reduction with neural networks (approach by Hesthaven and Ubbiali).