GDSW preconditioners for composite Discontinuous Galerkin discretizations of multicompartment reaction–diffusion problems

The aim of the present work is to design, analyze theoretically, and test numerically, a generalized Dryja–Smith–Widlund (GDSW) preconditioner for composite Discontinuous Galerkin discretizations of multicompartment parabolic reaction–diffusion equations, where the solution can exhibit natural discontinuities across the domain. We prove that the resulting preconditioned operator for the solution of the discrete system arising at each time step converges with a scalable and quasi-optimal upper bound for the condition number. The GDSW preconditioner is then applied to the EMI (Extracellular - Membrane - Intracellular) reaction–diffusion system, recently proposed to model microscopically the spatiotemporal evolution of cardiac bioelectrical potentials. Numerical tests validate the scalability and quasi-optimality of the EMI-GDSW preconditioner, and investigate its robustness with respect to the time-step size as well as jumps in the diffusion coefficients.

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Publication Details

Journal
Computer Methods in Applied Mechanics and Engineering
Published
2024-11-04
DOI
https://doi.org/10.1016/j.cma.2024.117501
Citations
1
Primary Topic
Advanced Numerical Methods in Computational Mathematics
Type
article
Field-Weighted Citation Impact
0.37
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article

GDSW preconditioners for composite Discontinuous Galerkin discretizations of multicompartment reaction–diffusion problems

Simone Scacchi, Ngoc Mai Monica Huynh, Luca F. Pavarino
1 citations
Computer Methods in Applied Mechanics and Engineering
Advanced Numerical Methods in Computational Mathematics
0.37
article

GDSW preconditioners for composite Discontinuous Galerkin discretizations of multicompartment reaction–diffusion problems

Simone Scacchi, Ngoc Mai Monica Huynh, Luca F. Pavarino
article en
1 citations

Abstract

The aim of the present work is to design, analyze theoretically, and test numerically, a generalized Dryja–Smith–Widlund (GDSW) preconditioner for composite Discontinuous Galerkin discretizations of multicompartment parabolic reaction–diffusion equations, where the solution can exhibit natural discontinuities across the domain. We prove that the resulting preconditioned operator for the solution of the discrete system arising at each time step converges with a scalable and quasi-optimal upper bound for the condition number. The GDSW preconditioner is then applied to the EMI (Extracellular - Membrane - Intracellular) reaction–diffusion system, recently proposed to model microscopically the spatiotemporal evolution of cardiac bioelectrical potentials. Numerical tests validate the scalability and quasi-optimality of the EMI-GDSW preconditioner, and investigate its robustness with respect to the time-step size as well as jumps in the diffusion coefficients.

Computer Methods in Applied Mechanics and EngineeringVol. 433
Openalex Percentile: Top 41%
Advanced Numerical Methods in Computational Mathematics
0.37
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GDSW preconditioners for composite Discontinuous Galerkin discretizations of multicompartment reaction–diffusion problems — Simone Scacchi, Ngoc Mai Monica Huynh, et al. · Computer Methods in Applied Mechanics and Engineering (2024) | TGRS Research Map | TGRS