Efficient implementation of graph autoencoders for model-order reduction of systems with sharp gradients

Liam K Magargal, Parisa Khodabakhshi

This study investigates the efficient deployment of graph autoencoders, a class of graph neural networks (GNNs), for model-order reduction (MOR) of high-dimensional dynamical syste…