GNS: A generalizable Graph Neural Network-based simulator for particulate and fluid modeling.

Krishna Kumar Joseph Vantassel

Published in: J. Open Source Softw. (2023)

Keyphrases

random walk
graph representation
neural network
fluid dynamics
physical processes
modeling method
graph theoretic
test bed
connected components
similarity measure
graph theory
structured data
pairwise
graph structures
mathematical modeling
dependency graph
fluid flow
learning algorithm