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An Efficient Parallel Multilevel Fast Multipole Algorithm for Large-scale Scattering Problems

机译:大规模散射问题的高效并行多级快速多极算法

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摘要

In this paper, we present an efficient parallel multilevel fast multipole algorithm (MLFMA) for three dimensional scattering problems of large-scale objects. Several parallel implantation tricks are discussed and analyzed. Firstly, we propose a method that reduces truncation number without loss of accuracy. Furthermore, a matrix-sliced technique, allowing data in the memory transforming into the hard disk, is applied here, in order to solve the problem of extremely large targets. Finally, a transition level scheme is adopted to improve the parallel efficiency. We demonstrate the capability of our code by considering a sphere of 220λ discretized with 48,879,411 unknowns and a square patch of 200λ discretized with 10,150,143 unknowns. The bi-static RCS is calculated within 41.5 GB memory for the first object and 14.7 GB for the second one.
机译:在本文中,我们提出了一种有效的并行多级快速多极算法(MLFMA),用于解决大型物体的三维散射问题。讨论并分析了几种并行的植入技巧。首先,我们提出了一种减少截断次数而又不损失准确性的方法。此外,此处应用矩阵切片技术,以允许将存储器中的数据转换为硬盘,以解决目标极大的问题。最后,采用过渡级方案来提高并行效率。通过考虑以48,879,411个未知数离散化的220λ球和以10,150,143个未知数离散化的200λ的正方形补丁,我们证明了代码的功能。双静态RCS在第一个对象的41.5 GB内存和第二个对象的14.7 GB内存内计算。

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