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Implementation of PDE models of cardiac dynamics on GPUs using OpenCL

2013/09/06 by Christopher D. Marcotte, Marcotte, Christopher D., Roman O. Grigoriev +1 · 1 citation
Computer Science · Engineering · Medicine · Physics and Astronomy · #Cardiovascular Function and Risk Factors #Chaotic Dynamics (nlin.CD) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Modeling and Simulation Systems #Real-time simulation and control systems #nlin.CD #physics.comp-ph

paper · pdf · doi:10.48550/arxiv.1309.1720

8 pages, 7 figures

openalex publication_date 2013/09/06 · arxiv created 2013/12/08 · arxiv updated 2013/12/10 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

Graphical processing units (GPUs) promise to revolutionize scientific computing in the near future. Already, they allow almost real-time integration of simplified numerical models of cardiac tissue dynamics. However, the integration methods that have been developed so far are typically of low order and use single precision arithmetics. In this work, we describe numerical implementation of double precision integrators required by, e.g., matrix-free Newton-Krylov solvers and compare several higher order, fully explicit numerical methods using finite-difference discretization of a range of models of two-dimensional cardiac tissue.

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