GDSW preconditioners for composite Discontinuous Galerkin discretizations of multicompartment reaction-diffusion problems
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arXiv
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| Autores principales: | , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866909211682668544 |
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| author | Huynh, Ngoc Mai Monica Pavarino, Luca Franco Scacchi, Simone |
| author_facet | Huynh, Ngoc Mai Monica Pavarino, Luca Franco Scacchi, Simone |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_17601 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | GDSW preconditioners for composite Discontinuous Galerkin discretizations of multicompartment reaction-diffusion problems Huynh, Ngoc Mai Monica Pavarino, Luca Franco Scacchi, Simone Numerical Analysis 65N55, 65M55, 65F10, 92C30 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. |
| title | GDSW preconditioners for composite Discontinuous Galerkin discretizations of multicompartment reaction-diffusion problems |
| topic | Numerical Analysis 65N55, 65M55, 65F10, 92C30 |
| url | https://arxiv.org/abs/2405.17601 |