J4 ›› 2013, Vol. 51 ›› Issue (02): 250-256.

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GPU Accelerated Numerical Simulation forUnderground Multiphase Flow

WEI Xiaohui1, ZHU Tong1, LI Hongliang1, LI Weishan1, XU Tianfu2   

  1. 1. College of Computer Science and Technology, Jilin University, Changchun 130012, China;2. College of Environment and Resources, Jilin University, Changchun 130012, China
  • Received:2012-03-05 Online:2013-03-26 Published:2013-03-27
  • Contact: WEI Xiaohui E-mail:weixh@jlu.edu.cn

Abstract:

In order to decrease the simulating time and getting more detailed simulating results, this article implements a parallel biconjugate gradient stabilized method on GPU. The solver was integrated to TOUGHREACT and used in the numerical simulation of underground multiphase flow on GPU. CUDA implementing methods for sparse matrixvector multiplication and vector innerproduct are given in this paper. The experimental results show that GPU can speed up the process of solving the underground multiphase flow simulation. On different scales of simulation grids, the speed was increased by 1.7—3.4 times.

Key words: GPGPU, parallel computing, multiphase flow simulation

CLC Number: 

  • TP316.4