In this thesis we present and study overlapping additive Schwarz preconditioner for the isogeometric discretization of reaction-diffusion systems modeling the heart bioelectrical activity, known as the Bidomain and Monodomain models. The cardiac Bidomain model consists of a degenerate system of parabolic and elliptic PDE, whereas the simplified Monodomain model consists of a single parabolic equation. These models include intramural fiber rotation, anisotropic conductivity coefficients and are coupled through the reaction term with a system of ODEs, which models the ionic currents of the cellular membrane. The overlapping Schwarz preconditioner is applied with a PCG accelerator to solve the linear system arising at each time step from the isogeometric discretization in space and a semi-implicit adaptive method in time. A theoretical convergence rate analysis shows that the resulting solver is scalable, optimal in the ratio of subdomain/element size and the convergence rate improves with increasing overlap size. Numerical tests in three-dimensional ellipsoidal domains confirm the theoretical estimates and additionally show the robustness with respect to jump discontinuities of the orthotropic conductivity coefficients.

ISOGEOMETRIC OVERLAPPING ADDITIVE SCHWARZ PRECONDITIONERS IN COMPUTATIONAL ELECTROCARDIOLOGY / L.a. Charawi ; coordinatore: G. Naldi ; advisor: L.F. Pavarino. DIPARTIMENTO DI MATEMATICA "FEDERIGO ENRIQUES", 2014 Jul 17. 26. ciclo, Anno Accademico 2013. [10.13130/charawi-lara-antonella_phd2014-07-17].

ISOGEOMETRIC OVERLAPPING ADDITIVE SCHWARZ PRECONDITIONERS IN COMPUTATIONAL ELECTROCARDIOLOGY

L.A. Charawi
2014

Abstract

In this thesis we present and study overlapping additive Schwarz preconditioner for the isogeometric discretization of reaction-diffusion systems modeling the heart bioelectrical activity, known as the Bidomain and Monodomain models. The cardiac Bidomain model consists of a degenerate system of parabolic and elliptic PDE, whereas the simplified Monodomain model consists of a single parabolic equation. These models include intramural fiber rotation, anisotropic conductivity coefficients and are coupled through the reaction term with a system of ODEs, which models the ionic currents of the cellular membrane. The overlapping Schwarz preconditioner is applied with a PCG accelerator to solve the linear system arising at each time step from the isogeometric discretization in space and a semi-implicit adaptive method in time. A theoretical convergence rate analysis shows that the resulting solver is scalable, optimal in the ratio of subdomain/element size and the convergence rate improves with increasing overlap size. Numerical tests in three-dimensional ellipsoidal domains confirm the theoretical estimates and additionally show the robustness with respect to jump discontinuities of the orthotropic conductivity coefficients.
17-lug-2014
Settore MAT/08 - Analisi Numerica
cardiac electrophysiology ; computational electrocardiology ; bidomain model ; isogeometric analysis ; domain decomposition methods ; overlapping Schwarz preconditioners
PAVARINO, LUCA FRANCO
NALDI, GIOVANNI
Doctoral Thesis
ISOGEOMETRIC OVERLAPPING ADDITIVE SCHWARZ PRECONDITIONERS IN COMPUTATIONAL ELECTROCARDIOLOGY / L.a. Charawi ; coordinatore: G. Naldi ; advisor: L.F. Pavarino. DIPARTIMENTO DI MATEMATICA "FEDERIGO ENRIQUES", 2014 Jul 17. 26. ciclo, Anno Accademico 2013. [10.13130/charawi-lara-antonella_phd2014-07-17].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/237557
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