Convolution, aggregation and attention based deep neural networks for accelerating simulations in mechanics

1 code implementation • 1 Dec 2022 • Saurabh Deshpande, Raúl I. Sosa, Stéphane P. A. Bordas, Jakub Lengiewicz

We study and compare the performance of all three networks on two benchmark examples, and show their capabilities to accurately predict the non-linear mechanical responses of soft bodies.