Non-linear manifold ROM with Convolutional Autoencoders and Reduced Over-Collocation method

Francesco Romor, Giovanni Stabile, Gianluigi Rozza

Non-affine parametric dependencies, nonlinearities and advection-dominated regimes of the model of interest can result in a slow Kolmogorov n-width decay, which precludes the reali…