arXiv research

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1 result for “LIGGGHTS”

Learning 3D Granular Flow Simulationscs.LG

Graph Neural Networks model 3D granular flow simulations.

problem Accurate modeling of complex 3D granular flow processes.

method Graph Neural Networks approach to simulate 3D granular flow using LIGGGHTS.

result Machine learning trajectories match physical granular flow processes.

Graph Neural Networks 3D granular flow particle simulation discrete element method LIGGGHTS

2021-05-04abs ↗pdf ↗