Accelerated Boundary Element Method for 3D Simulations of Bubble Cluster Dynamics in an Acoustic Field
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 hardwar...
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Published in | Parallel Computational Technologies Vol. 1063; pp. 335 - 349 |
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Main Authors | , , , , |
Format | Book Chapter |
Language | English |
Published |
Switzerland
Springer International Publishing AG
2019
Springer International Publishing |
Series | Communications in Computer and Information Science |
Subjects | |
Online Access | Get full text |
ISBN | 9783030281625 3030281620 |
ISSN | 1865-0929 1865-0937 |
DOI | 10.1007/978-3-030-28163-2_24 |
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Summary: | 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. |
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ISBN: | 9783030281625 3030281620 |
ISSN: | 1865-0929 1865-0937 |
DOI: | 10.1007/978-3-030-28163-2_24 |