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

Saurabh Deshpande, Raúl I. Sosa, Stéphane P. A. Bordas +1

Deep learning surrogate models are being increasingly used in accelerating scientific simulations as a replacement for costly conventional numerical techniques. However, their use…