Stathi Fotiadis

Towards Fast Simulation of Environmental Fluid Mechanics with Multi-Scale Graph Neural Networks

2022 · arXiv (Cornell University)

Numerical simulators are essential tools in the study of natural fluid-systems, but their performance often limits application in practice. Recent machine-learning approaches have demonstrated their ability to accelerate spatio-temporal predictions, although, with only moderate accuracy …