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MultiScaleGNN

Multi-scale graph networks for continuum mechanics

Paper title Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks

Lino et al. (Imperial College London) · Aero & CFD

Paper arXiv 2106.04900PDF

A graph network over the simulation nodes that also builds coarser graphs from the same nodes and passes messages down and up between the levels, so information crosses the whole domain in a few steps; periodic boundaries are set through the graph edges.

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