def METHOD_NAME(
    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.'),