Sparse grid discontinuous Galerkin methods for the Vlasov-Maxwell system

Zhanjing Tao , Wei Guo , Yingda Cheng
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引用次数: 16

Abstract

In this paper, we develop sparse grid discontinuous Galerkin (DG) schemes for the Vlasov-Maxwell (VM) equations. The VM system is a fundamental kinetic model in plasma physics, and its numerical computations are quite demanding, due to its intrinsic high-dimensionality and the need to retain many properties of the physical solutions. To break the curse of dimensionality, we consider the sparse grid DG methods that were recently developed in [20], [21] for transport equations. Such methods are based on multiwavelets on tensorized nested grids and can significantly reduce the numbers of degrees of freedom. We formulate two versions of the schemes: sparse grid DG and adaptive sparse grid DG methods for the VM system. Their key properties and implementation details are discussed. Accuracy and robustness are demonstrated by numerical tests, with emphasis on comparison of the performance of the two methods, as well as with their full grid counterparts.

Vlasov-Maxwell系统的稀疏网格间断Galerkin方法
本文对Vlasov-Maxwell(VM)方程组建立了稀疏网格间断Galerkin(DG)格式。VM系统是等离子体物理中的一个基本动力学模型,由于其固有的高维性和需要保留物理解的许多性质,其数值计算要求很高。为了打破维数的诅咒,我们考虑了最近在[20]、[21]中为传输方程开发的稀疏网格DG方法。这种方法基于张量化嵌套网格上的多小波,可以显著减少自由度。我们为VM系统制定了两个版本的方案:稀疏网格DG和自适应稀疏网格DG方法。讨论了它们的关键特性和实现细节。数值测试证明了准确性和稳健性,重点是比较这两种方法的性能,以及与全网格对应方法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Computational Physics: X
Journal of Computational Physics: X Physics and Astronomy-Physics and Astronomy (miscellaneous)
CiteScore
6.10
自引率
0.00%
发文量
7
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