Residential College | false |
Status | 已發表Published |
An inner-outer subcycling algorithm for parallel cardiac electrophysiology simulations | |
Sebastian Laudenschlager1; Xiao-Chuan Cai2 | |
2022-12-27 | |
Source Publication | International Journal for Numerical Methods in Biomedical Engineering |
ISSN | 2040-7939 |
Volume | 39Issue:3Pages:e3677 |
Abstract | This paper explores cardiac electrophysiological simulations of the monodomain equations and introduces a novel subcycling time integration algorithm to exploit the structure of the ionic model. The aim of this work is to improve upon the efficiency of parallel cardiac monodomain simulations by using our subcycling algorithm in the computation of the ionic model to handle the local sharp changes of the solution. This will reduce the turnaround time for the simulation of basic cardiac electrical function on both idealized and patient-specific geometry. Numerical experiments show that the proposed approach is accurate and also has close to linear parallel scalability on a computer with more than 1000 processor cores. Ultimately, the reduction in simulation time can be beneficial in clinical applications, where multiple simulations are often required to tune a model to match clinical measurements. |
Keyword | Cardiac Electrophysiology Finite Element On Unstructured Meshes Parallel Processing Patient-specific Cardiac Geometry Time Integration With Subcycling |
DOI | 10.1002/cnm.3677 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Engineering ; Mathematical & Computational Biology ; Mathematics |
WOS Subject | Engineering, Biomedical ; Mathematical & Computational Biology ; Mathematics, Interdisciplinary Applications |
WOS ID | WOS:000911229600001 |
Publisher | WILEY, 111 RIVER ST, HOBOKEN 07030-5774, NJ |
Scopus ID | 2-s2.0-85146062083 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF MATHEMATICS Faculty of Science and Technology |
Corresponding Author | Xiao-Chuan Cai |
Affiliation | 1.Department of Computer Science,University of Colorado Boulder, Boulder,Colorado, USA 2.Department of Mathematics, University of Macau, Macau, China |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Sebastian Laudenschlager,Xiao-Chuan Cai. An inner-outer subcycling algorithm for parallel cardiac electrophysiology simulations[J]. International Journal for Numerical Methods in Biomedical Engineering, 2022, 39(3), e3677. |
APA | Sebastian Laudenschlager., & Xiao-Chuan Cai (2022). An inner-outer subcycling algorithm for parallel cardiac electrophysiology simulations. International Journal for Numerical Methods in Biomedical Engineering, 39(3), e3677. |
MLA | Sebastian Laudenschlager,et al."An inner-outer subcycling algorithm for parallel cardiac electrophysiology simulations".International Journal for Numerical Methods in Biomedical Engineering 39.3(2022):e3677. |
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