Molecular dynamics simulation of complex multiphase flow on a computer cluster with GPUs

被引:23
作者
Chen FeiGuo [1 ,2 ]
Ge Wei [1 ]
Li JingHai [1 ]
机构
[1] Chinese Acad Sci, State Key Lab Multiphase Complex Syst, Inst Proc Engn, Beijing 100190, Peoples R China
[2] Chinese Acad Sci, Grad Univ, Beijing 100039, Peoples R China
来源
SCIENCE IN CHINA SERIES B-CHEMISTRY | 2009年 / 52卷 / 03期
基金
中国国家自然科学基金;
关键词
multiphase flow; molecular dynamics; CUDA; GPU; parallel computing; SURFACE-TENSION; CAVITY FLOW; PARTICLES; BUBBLES;
D O I
10.1007/s11426-009-0069-0
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Compute Unified Device Architecture (CUDA) was used to design and implement molecular dynamics (MD) simulations on graphics processing units (GPU). With an NVIDIA Tesla C870, a 20-60 fold speedup over that of one core of the Intel Xeon 5430 CPU was achieved, reaching up to 150 Gflops. MD simulation of cavity flow and particle-bubble interaction in liquid was implemented on multiple GPUs using a message passing interface (MPI). Up to 200 GPUs were tested on a special network topology, which achieves good scalability. The capability of GPU clusters for large-scale molecular dynamics simulation of meso-scale flow behavior was, therefore, uncovered.
引用
收藏
页码:372 / 380
页数:9
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