Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks

Shivam Barwey, Pinaki Pal, Saumil Patel +5

A graph neural network (GNN) approach is introduced in this work which enables mesh-based three-dimensional super-resolution of fluid flows. In this framework, the GNN is designed…