论文标题

BDDC预调节器的收敛分析,用于逐个细胞模型的复合DG离散化

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

论文作者

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

论文摘要

构建并分析了通过约束(BDDC)预处理的平衡结构域分解,以解决在逐个细胞模型中产生的普通和部分微分方程的反应扩散系统的不连续的Galerkin离散化。与经典的双域和单域心脏模型不同,这些模型依赖于宏观组织对心脏组织的均质描述,逐个细胞模型可以代表单个心脏细胞,细胞聚集物,受损组织,受损的组织和不均匀分布在细胞膜上的离子通道。所得的离散细胞模型在整个细胞边界上表现出不连续的全局解决方案。因此,拟议的BDDC预处理使用适当的双重和原始空间,并具有其他约束,以在单元格(子域)之间传输信息,而不会影响全局解决方案的整体不连续性。对于所得的BDDC单元格预处理运算符证明了可扩展的收敛速率,而数值测试验证了该结合并研究了其对离散参数的依赖性。

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.

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