TY - JOUR
T1 - ICCM2016
T2 - The Implementation of Two-Dimensional Multi-Block Lattice Boltzmann Method on GPU
AU - Zhang, Ya
AU - Pan, Guang
AU - Huang, Qiaogao
N1 - Publisher Copyright:
© 2019 World Scientific Publishing Company.
PY - 2019/8/1
Y1 - 2019/8/1
N2 - A straightforward implementation of the Multi-Block Lattice Boltzmann Method (MB-LBM) on a Graphics Processing Unit (GPU) is presented to accelerate the simulation of fluid flows in two-dimensional geometries. The algorithm is measured in terms of both accuracy and efficiency with the benchmark cases of the lid-driven cavity flow and the flow past a circular cylinder, and satisfactory results are obtained. The results show that the performance on GPU becomes even better with the amount of data increasing. Moreover, the arrangement of the computational domain has a significant effect on the efficiency. These results demonstrate the great potential of GPU on the MB-LBM, especially when dealing with massive data.
AB - A straightforward implementation of the Multi-Block Lattice Boltzmann Method (MB-LBM) on a Graphics Processing Unit (GPU) is presented to accelerate the simulation of fluid flows in two-dimensional geometries. The algorithm is measured in terms of both accuracy and efficiency with the benchmark cases of the lid-driven cavity flow and the flow past a circular cylinder, and satisfactory results are obtained. The results show that the performance on GPU becomes even better with the amount of data increasing. Moreover, the arrangement of the computational domain has a significant effect on the efficiency. These results demonstrate the great potential of GPU on the MB-LBM, especially when dealing with massive data.
KW - graphics processing unit
KW - Multi-block lattice Boltzmann method
KW - ratio of acceleration
UR - http://www.scopus.com/inward/record.url?scp=85030855235&partnerID=8YFLogxK
U2 - 10.1142/S0219876218400029
DO - 10.1142/S0219876218400029
M3 - 文章
AN - SCOPUS:85030855235
SN - 0219-8762
VL - 16
JO - International Journal of Computational Methods
JF - International Journal of Computational Methods
IS - 5
M1 - 1840002
ER -