Multiscale Graph Neural Network Autoencoders for Interpretable Scientific Machine Learning

Shivam Barwey, Varun Shankar, Venkatasubramanian Viswanathan +1

The goal of this work is to address two limitations in autoencoder-based models: latent space interpretability and compatibility with unstructured meshes. This is accomplished here…