Warm-starting PDE solvers with any-dimensional machine learning

Wilson G. Gregory, George A. Kevrekidis, Ben Blum-Smith +1

Any-dimensional machine learning models, such as graph neural networks (GNNs), can be naturally trained and evaluated on inputs of different sizes and dimensions. Inspired by the G…