DocumentCode
1918202
Title
Abstract: Scalable Fast Multipole Methods for Vortex Element Methods
Author
Qi Hu ; Gumerov, Nail A. ; Yokota, Rio ; Barba, Lorena ; Duraiswami, Ramani
fYear
2012
fDate
10-16 Nov. 2012
Firstpage
1408
Lastpage
1408
Abstract
We use a particle-based method to simulate incompressible flows, where the Fast Multipole Method (FMM) is used to accelerate the calculation of particle interactions. The most time-consuming kernels-the Biot-Savart equation and stretching term of the vorticity equation-are mathematically reformulated so that only two Laplace scalar potentials are used instead of six, while automatically ensuring divergence-free far-field computation. Based on this formulation, and on our previous work for a scalar heterogeneous FMM algorithm, we develop a new FMM-based vortex method capable of simulating general flows including turbulence on heterogeneous architectures. Our work for this poster focuses on the computation perspective and our implementation can perform one time step of the velocity+stretching for one billion particles on 32 nodes in 55.9 seconds, which yields 49.12 Tflop/s.
Keywords
Laplace equations; computational fluid dynamics; flow simulation; turbulence; vortices; Biot-Savart equation; FMM-based vortex method; Laplace scalar potentials; divergence-free far-field computation; heterogeneous architectures; particle-based method; scalable fast multipole methods; scalar heterogeneous FMM algorithm; time-consuming kernels; vortex element methods; vorticity equation; fast multipole method; heterogeneous algorithm; vortex methods; GPU;
fLanguage
English
Publisher
ieee
Conference_Titel
High Performance Computing, Networking, Storage and Analysis (SCC), 2012 SC Companion:
Conference_Location
Salt Lake City, UT
Print_ISBN
978-1-4673-6218-4
Type
conf
DOI
10.1109/SC.Companion.2012.221
Filename
6496004
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