Multiparticle collision dynamics: GPU accelerated particle-based mesoscale hydrodynamic simulations

作者：Westphal E; Singh S P; Huang C C; Gompper G; Winkler R G^*

来源：Computer Physics Communications, 2014, 185(2): 495-503.

DOI：10.1016/j.cpc.2013.10.004

• Multiparticle collision dynamics
• CUDA
• GPU
• Mesoscale hydrodynamic simulations

The Compute Unified Device Architecture (CUDA) programming language on a graphics processing unit (GPU) is exploited to develop a GPU-based simulation program for the multiparticle collision dynamics (MPC) approach, a particle-based mesoscale hydrodynamic simulation technique. The coarse-grained description of the fluid dynamics in terms of ballistic motion and local stochastic interactions of particles renders MPC inherently highly parallel. We achieve a 1-2 orders of magnitude performance gain over a comparable CPU-core version of the algorithm, depending on the implementation (single threaded or OpenMP). Various aspects of the implementation are discussed in the context of an optimized performance.

• 出版日期2014-2