Accelerated Boundary Element Method for 3D Simulations of Bubble Cluster Dynamics in an Acoustic Field

被引:2
作者
Pityuk, Yulia A. [1 ]
Gumerov, Nail A. [1 ,2 ]
Abramova, Olga A. [1 ]
Zarafutdinov, Ilnur A. [1 ]
Akhatov, Iskander S. [3 ]
机构
[1] Bashkir State Univ, Ctr Micro & Nanoscale Dynam Dispersed Syst, Ufa, Russia
[2] Univ Maryland, Inst Adv Comp Studies, College Pk, MD 20742 USA
[3] Skolkovo Inst Sci & Engn Skoltech, Moscow, Russia
来源
PARALLEL COMPUTATIONAL TECHNOLOGIES, PCT 2019 | 2019年 / 1063卷
基金
俄罗斯科学基金会;
关键词
Bubble cluster; Acoustic field; Potential flow; Boundary element method; Fast multipole method; Graphics processors; Heterogeneous hardware; ALGORITHM;
D O I
10.1007/978-3-030-28163-2_24
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study, we develop a numerical approach based on the fast multipole method (FMM) to accelerate the iterative solution of the boundary element method (BEM) for bubble dynamics in the presence of an acoustic field. The FMM for 3D Laplace equation is accelerated by applying heterogeneous hardware, including multi-core CPUs and graphics processors. Problems of mesh stabilization are resolved by using a shape filter based on the spherical harmonic expansions of the bubble surface. We discuss the accuracy and performance of the algorithm. We demonstrate that the approach enables the simulation of the dynamics of regular monodisperse bubble clusters with thousands of bubbles and millions of boundary elements on modern personal workstations. The algorithm is scalable and can be extended to larger systems.
引用
收藏
页码:335 / 349
页数:15
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