Deep Convolutional Neural Networks for Eigenvalue Problems in Mechanics

David Finol, Yan Lu, Vijay Mahadevan +1

We show that deep convolutional neural networks (CNN) can massively outperform traditional densely-connected neural networks (both deep or shallow) in predicting eigenvalue problem…