15 citations · 31 across the 5 of their papers we have counts for
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physics.comp-ph2024★ 2 cited
A Graph Neural Network Simulation of Dispersed Systems
Aref Hashemi, Aliakbar Izadkhah
We present a Graph Neural Network (GNN) that accurately simulates a multidisperse suspension of interacting spherical particles. Our machine learning framework is built upon the re…
physics.comp-ph2022★ 15 cited
Computing hydrodynamic interactions in confined doubly-periodic geometries in linear time
Aref Hashemi, Raul P. Pelaez, Sachin Natesh +4
We develop a linearly-scaling variant of the Force Coupling Method [K. Yeo and M. R. Maxey, J. Fluid Mech. 649, 205-231 (2010)] for computing hydrodynamic interactions among partic…