Linearly scalable fast direct solver based on proxy surface method for two-dimensional elastic wave scattering by cavity

IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
Yasuhiro Matsumoto , Taizo Maruyama
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引用次数: 0

Abstract

This paper proposes an O(N) fast direct solver for two-dimensional elastic wave scattering problems. The proxy surface method is extended to elastodynamics to obtain shared coefficients for low-rank approximations from discretized integral operators. The proposed method is a variant of the Martinsson–Rokhlin–type fast direct solver. Our variant avoids the explicit computation of the inverse of the coefficient matrix, thereby reducing the required number of matrix–matrix multiplications. Numerical experiments demonstrate that the proposed solver has a complexity of O(N) in the low-frequency range and has a highly parallel computation efficiency with a strong scaling efficiency of 70%. Furthermore, multiple right-hand sides can be solved efficiently; specifically, when solving problems with 180 right-hand side vectors, the processing time per vector from the second vector onward was approximately 28,900 times faster than that for the first vector. This is a key advantage of fast direct methods.
基于代理表面法的二维腔散射弹性波线性可扩展快速直接求解器
本文提出了二维弹性波散射问题的O(N)快速直接求解器。将代理曲面法推广到弹性动力学中,以求得离散积分算子低秩近似的共享系数。该方法是martinsson - rokhlin型快速直接求解法的一种变体。我们的变体避免了对系数矩阵逆的显式计算,从而减少了所需的矩阵-矩阵乘法的数量。数值实验表明,该求解器在低频范围内的复杂度为0 (N),具有较高的并行计算效率,缩放效率高达70%。此外,可以有效地求解多个右手边;具体来说,当解决有180个右侧向量的问题时,从第二个向量开始的每个向量的处理时间大约比第一个向量快28900倍。这是快速直接方法的一个关键优势。
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来源期刊
Engineering Analysis with Boundary Elements
Engineering Analysis with Boundary Elements 工程技术-工程:综合
CiteScore
5.50
自引率
18.20%
发文量
368
审稿时长
56 days
期刊介绍: This journal is specifically dedicated to the dissemination of the latest developments of new engineering analysis techniques using boundary elements and other mesh reduction methods. Boundary element (BEM) and mesh reduction methods (MRM) are very active areas of research with the techniques being applied to solve increasingly complex problems. The journal stresses the importance of these applications as well as their computational aspects, reliability and robustness. The main criteria for publication will be the originality of the work being reported, its potential usefulness and applications of the methods to new fields. In addition to regular issues, the journal publishes a series of special issues dealing with specific areas of current research. The journal has, for many years, provided a channel of communication between academics and industrial researchers working in mesh reduction methods Fields Covered: • Boundary Element Methods (BEM) • Mesh Reduction Methods (MRM) • Meshless Methods • Integral Equations • Applications of BEM/MRM in Engineering • Numerical Methods related to BEM/MRM • Computational Techniques • Combination of Different Methods • Advanced Formulations.
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