Title of article
Solving the Boltzmann equation on GPUs Original Research Article
Author/Authors
A. Frezzotti، نويسنده , , G.P. Ghiroldi، نويسنده , , L. Gibelli a، نويسنده ,
Issue Information
ماهنامه با شماره پیاپی سال 2011
Pages
9
From page
2445
To page
2453
Abstract
We show how to accelerate the direct solution of the Boltzmann equation using Graphics Processing Units (GPUs). In order to fully exploit the computational power of the GPU, we choose a method of solution which combines a finite difference discretization of the free-streaming term with a Monte Carlo evaluation of the collision integral. The efficiency of the code is demonstrated by solving the two-dimensional driven cavity flow. Computational results show that it is possible to cut down the computing time of the sequential code of two order of magnitude. This makes the proposed method of solution a viable alternative to particle simulations for studying unsteady low Mach number flows.
Keywords
Parallel computing , Graphics processing units , Boltzmann equation , Semi-regular methods , Gas microflows , CUDATM programming model
Journal title
Computer Physics Communications
Serial Year
2011
Journal title
Computer Physics Communications
Record number
1138432
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