Deep Learning-based surrogate models for parametrized PDEs: handling geometric variability through graph neural networks

Nicola Rares Franco, Stefania Fresca, Filippo Tombari +1

Mesh-based simulations play a key role when modeling complex physical systems that, in many disciplines across science and engineering, require the solution of parametrized time-de…