Research Posters
Poster 65: Comparing Granular Dynamics vs. Fluid Dynamics via Large DOF-Count Parallel Simulation on the GPU
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Research Posters
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TimeThursday, 21 November 20198:30am - 5pm
LocationE Concourse
DescriptionIn understanding granular dynamics, the commonly-used discrete modeling approach that tracks the motion of all particles is computationally demanding, especially with large system size. In such cases, one can contemplate switching to continuum models that are computationally less expensive. In order to assess when such a discrete to continuum switch is justified, we compare granular and fluid dynamics that scales to handle more than 1 billion degrees of freedom (DOFs); i.e., two orders of magnitude higher than the state-of-the-art. On the granular side, we solve the Newton-Euler equations of motion; on the fluid side, we solve the Navier-Stokes equations. Both solvers leverage parallel computing on the GPU, and are publicly available on GitHub as part of an open-source code called Chrono. We report similarities and differences between the dynamics of the discrete, fully-resolved system and the continuum model via numerical experiments including both static and highly transient scenarios.
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