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High-order finite element methods for cardiac monodomain simulations
Computational modeling of tissue-scale cardiac electrophysiology requires numerically converged solutions to avoid spurious artifacts. The steep gradients inherent to cardiac action potential propagation necessitate fine spatial scales and therefore a substantial computational burden. The use of hig...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4525671/ https://www.ncbi.nlm.nih.gov/pubmed/26300783 http://dx.doi.org/10.3389/fphys.2015.00217 |
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author | Vincent, Kevin P. Gonzales, Matthew J. Gillette, Andrew K. Villongco, Christopher T. Pezzuto, Simone Omens, Jeffrey H. Holst, Michael J. McCulloch, Andrew D. |
author_facet | Vincent, Kevin P. Gonzales, Matthew J. Gillette, Andrew K. Villongco, Christopher T. Pezzuto, Simone Omens, Jeffrey H. Holst, Michael J. McCulloch, Andrew D. |
author_sort | Vincent, Kevin P. |
collection | PubMed |
description | Computational modeling of tissue-scale cardiac electrophysiology requires numerically converged solutions to avoid spurious artifacts. The steep gradients inherent to cardiac action potential propagation necessitate fine spatial scales and therefore a substantial computational burden. The use of high-order interpolation methods has previously been proposed for these simulations due to their theoretical convergence advantage. In this study, we compare the convergence behavior of linear Lagrange, cubic Hermite, and the newly proposed cubic Hermite-style serendipity interpolation methods for finite element simulations of the cardiac monodomain equation. The high-order methods reach converged solutions with fewer degrees of freedom and longer element edge lengths than traditional linear elements. Additionally, we propose a dimensionless number, the cell Thiele modulus, as a more useful metric for determining solution convergence than element size alone. Finally, we use the cell Thiele modulus to examine convergence criteria for obtaining clinically useful activation patterns for applications such as patient-specific modeling where the total activation time is known a priori. |
format | Online Article Text |
id | pubmed-4525671 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-45256712015-08-21 High-order finite element methods for cardiac monodomain simulations Vincent, Kevin P. Gonzales, Matthew J. Gillette, Andrew K. Villongco, Christopher T. Pezzuto, Simone Omens, Jeffrey H. Holst, Michael J. McCulloch, Andrew D. Front Physiol Physiology Computational modeling of tissue-scale cardiac electrophysiology requires numerically converged solutions to avoid spurious artifacts. The steep gradients inherent to cardiac action potential propagation necessitate fine spatial scales and therefore a substantial computational burden. The use of high-order interpolation methods has previously been proposed for these simulations due to their theoretical convergence advantage. In this study, we compare the convergence behavior of linear Lagrange, cubic Hermite, and the newly proposed cubic Hermite-style serendipity interpolation methods for finite element simulations of the cardiac monodomain equation. The high-order methods reach converged solutions with fewer degrees of freedom and longer element edge lengths than traditional linear elements. Additionally, we propose a dimensionless number, the cell Thiele modulus, as a more useful metric for determining solution convergence than element size alone. Finally, we use the cell Thiele modulus to examine convergence criteria for obtaining clinically useful activation patterns for applications such as patient-specific modeling where the total activation time is known a priori. Frontiers Media S.A. 2015-08-05 /pmc/articles/PMC4525671/ /pubmed/26300783 http://dx.doi.org/10.3389/fphys.2015.00217 Text en Copyright © 2015 Vincent, Gonzales, Gillette, Villongco, Pezzuto, Omens, Holst and McCulloch. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Physiology Vincent, Kevin P. Gonzales, Matthew J. Gillette, Andrew K. Villongco, Christopher T. Pezzuto, Simone Omens, Jeffrey H. Holst, Michael J. McCulloch, Andrew D. High-order finite element methods for cardiac monodomain simulations |
title | High-order finite element methods for cardiac monodomain simulations |
title_full | High-order finite element methods for cardiac monodomain simulations |
title_fullStr | High-order finite element methods for cardiac monodomain simulations |
title_full_unstemmed | High-order finite element methods for cardiac monodomain simulations |
title_short | High-order finite element methods for cardiac monodomain simulations |
title_sort | high-order finite element methods for cardiac monodomain simulations |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4525671/ https://www.ncbi.nlm.nih.gov/pubmed/26300783 http://dx.doi.org/10.3389/fphys.2015.00217 |
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