Massively parallel nodal discontinous Galerkin finite element method simulator for room acoustics

Author:

Melander Anders1ORCID,Strøm Emil1,Pind Finnur23,Engsig-Karup Allan P1,Jeong Cheol-Ho3ORCID,Warburton Tim4,Chalmers Noel4ORCID,Hesthaven Jan S5

Affiliation:

1. Scientific Computing Section, Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kgs. Lyngby, Denmark

2. Henning Larsen, Copenhagen, Denmark

3. Acoustic Technology Group, Department of Electrical Engineering, Technical University of Denmark, Kgs. Lyngby, Denmark

4. Department of Mathematics, Virgina Tech, Blacksburg, VA, USA

5. Chair of Computational Mathematics and Simulation Science, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland

Abstract

We present a massively parallel and scalable nodal discontinuous Galerkin finite element method (DGFEM) solver for the time-domain linearized acoustic wave equations. The solver is implemented using the libParanumal finite element framework with extensions to handle curvilinear geometries and frequency dependent boundary conditions of relevance in practical room acoustics. The implementation is benchmarked on heterogeneous multi-device many-core computing architectures, and high performance and scalability are demonstrated for a problem that is considered expensive to solve in practical applications. In a benchmark study, scaling tests show that multi-GPU support gives the ability to simulate large rooms, over a broad frequency range, with realistic boundary conditions, both in terms of computing time and memory requirements. Furthermore, numerical simulations on two non-trivial geometries are presented, a star-shaped room with a dome and an auditorium. Overall, this shows the viability of using a multi-device accelerated DGFEM solver to enable realistic large-scale wave-based room acoustics simulations.

Funder

HPC innovation for European SMEs

European High-Performance Computing Joint Undertaking

European Community Horizon 2020 Programme

DTU Computing Center

Publisher

SAGE Publications

Subject

Hardware and Architecture,Theoretical Computer Science,Software

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An asynchronous discontinuous Galerkin method for massively parallel PDE solvers;Computer Methods in Applied Mechanics and Engineering;2024-10

2. Sound propagation in realistic interactive 3D scenes with parameterized sources using deep neural operators;Proceedings of the National Academy of Sciences;2024-01-04

3. Just noticeable difference for simulation accuracy between full and reduced order models (L);The Journal of the Acoustical Society of America;2024-01-01

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