GPU accelerated molecular dynamics simulation of thermal conductivities

被引:93
作者
Yang, Juekuan [1 ]
Wang, Yujuan
Chen, Yunfei
机构
[1] Southeast Univ, Dept Mech Engn, Nanjing 210096, Peoples R China
[2] Southeast Univ, China Educ Council Key Lab MEMS, Nanjing 210096, Peoples R China
基金
中国国家自然科学基金;
关键词
graphics processing unit; molecular dynamics; thermal conductivity;
D O I
10.1016/j.jcp.2006.06.039
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Molecular dynamics (MD) simulations have become a powerful tool for elucidating complex physical phenomena. However, MD method is very time-consuming. This paper presents a method to accelerate computation of MD simulation. The acceleration is achieved by take advantage of modern graphics processing units (GPU). As an example, the thermal conductivities of solid argon were calculated with the GPU-based MD algorithm. The test results indicated that the GPU-based implementation is faster than that of CPU-based one. The speedup of a factor between 10 and I I is realized. (c) 2006 Elsevier Inc. All rights reserved.
引用
收藏
页码:799 / 804
页数:6
相关论文
共 18 条
  • [1] Allen M. P., 2009, Computer Simulation of Liquids
  • [2] [Anonymous], GPU GEMS
  • [3] Brook for GPUs: Stream computing on graphics hardware
    Buck, I
    Foley, T
    Horn, D
    Sugerman, J
    Fatahalian, K
    Houston, M
    Hanrahan, P
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2004, 23 (03): : 777 - 786
  • [4] BUCK I, 2004, GPU GEMS, P621
  • [5] THERMAL-CONDUCTIVITY OF SOLID ARGON
    CHRISTEN, DK
    POLLACK, GL
    [J]. PHYSICAL REVIEW B, 1975, 12 (08): : 3380 - 3391
  • [6] GEER D, 2005, IEEE COMPUT, V38, P14
  • [7] Computation on programmable graphics hardware
    Goodnight, N
    Wang, R
    Humphreys, G
    [J]. IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2005, 25 (05) : 12 - 15
  • [8] HARRIS M, 2005, GPU GEMS, V2, P493
  • [9] HILLESLAND K, 2004, P ACM WORKSH GEN PUR, pC8
  • [10] Implementing lattice Boltzmann computation on graphics hardware
    Li, W
    Wei, XM
    Kaufman, A
    [J]. VISUAL COMPUTER, 2003, 19 (7-8) : 444 - 456