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Lattice Boltzmann model with multi-GPU implementation
Thesis

Lattice Boltzmann model with multi-GPU implementation

洪培堯
Masters, 國立清華大學, 動力機械工程學系
2012

Abstract

晶格波茲曼 圖形顯示卡計算 LBM GPU CUDA Lid-driven cavity
In this thesis, the implementation of GPU with CUDA architecture on lattice Boltzmann model is presented. Simulations of 3D lid-driven cavity flow is conducted as a test case with single GPU and multi-GPU. The optimization of single GPU and multi-gpu parallel efficiency is also discussed here. The numerical results are validated with benchmark solutions and the performance of the GPU implementation is scrutinized by comparisons with its CPU counterpart.

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