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arXiv 2212.12295math.NAcs.NA
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心脏逐细胞模型复合 DG 离散的 BDDC 预条件子收敛性分析

Convergence analysis of BDDC preconditioners for composite DG discretizations of the cardiac cell-by-cell model

Ngoc Mai Monica Huynh, Fatemeh Chegini, Luca Franco Pavarino, Martin Weiser, Simone Scacchi

AI总结:

针对心脏逐细胞模型的复合 DG 离散,本文构造带附加对偶/原空间约束的 BDDC 预条件子,证明其可扩展收敛率界并通过数值测试验证。

摘要:

本文构造并分析了一种 Balancing Domain Decomposition by Constraints(BDDC,平衡约束区域分解)预条件子,用于求解心脏逐细胞模型中产生的常微分方程与偏微分方程反应–扩散系统的复合 Discontinuous Galerkin(DG,间断 Galerkin)离散。经典 Bidomain 和 Monodomain 心脏模型依赖于宏观尺度上对心脏组织的均匀化描述;与之不同,逐细胞模型能够表示单个心脏细胞、细胞聚集体、受损组织以及细胞膜上离子通道的非均匀分布。所得离散逐细胞模型在细胞边界处呈现不连续的全局解。因此,所提出的 BDDC 预条件子采用适当的对偶空间和原空间,并加入额外约束,以在细胞(子区域)之间传递信息,同时不影响全局解的整体不连续性。文中证明了所得 BDDC 逐细胞预条件算子的可扩展收敛率界;数值测试验证了该界,并研究了其对离散参数的依赖性。

英文摘要:

A Balancing Domain Decomposition by Constraints (BDDC) preconditioner is constructed and analyzed for the solution of composite Discontinuous Galerkin discretizations of reaction-diffusion systems of ordinary and partial differential equations arising in cardiac cell-by-cell models. Unlike classical Bidomain and Monodomain cardiac models, which rely on homogenized descriptions of cardiac tissue at the macroscopic level, the cell-by-cell models enable the representation of individual cardiac cells, cell aggregates, damaged tissues, and nonuniform distributions of ion channels on the cell membrane. The resulting discrete cell-by-cell models exhibit discontinuous global solutions across the cell boundaries. Therefore, the proposed BDDC preconditioner employs appropriate dual and primal spaces with additional constraints to transfer information between cells (subdomains) without affecting the overall discontinuity of the global solution. A scalable convergence rate bound is proved for the resulting BDDC cell-by-cell preconditioned operator, while numerical tests validate this bound and investigate its dependence on the discretization parameters.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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