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An efficient parallel numerical method for large-scale computational models of cardiac electrophysiology

  • School of Computer Science and Technology, Harbin Institute of Technology
  • Xi'an Communication Institute

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Electrophysiological models have been widely used in the researches of electrical activities of cardiac tissue. It is always recognized as a computational challenge to solve these large-scale computational models with reliable accuracy and less time consumption. In this paper, a modified explicit finite difference method with a high accuracy for large-scale parallel computation was studied, which is absolute stable to make larger time steps can be achieved. Then a new global method for treatment of no-flux boundary conditions is proposed, which can automatic handle without tracking, especially convenient for parallel computing. By computing and comparing, the methods proposed has a higher accuracy than traditional difference methods (e.g. conventional seven-point centered difference (CD)) and conventional boundary treatment, moreover, in the reasonable error range, a maximum time step of 0.1ms could be used, and the time cost for stimulating 400ms is cut to 6.08 hours contrasting to 33.89 hours of CD method, implying it is a reliable, efficient and feasible parallel method, which is practical and promising for simulation research of the cardiac electrical activities.

Original languageEnglish
Title of host publication2012 IEEE International Conference on Information and Automation, ICIA 2012
Pages945-949
Number of pages5
DOIs
StatePublished - 2012
Externally publishedYes
Event2012 IEEE International Conference on Information and Automation, ICIA 2012 - Shenyang, China
Duration: 6 Jun 20128 Jun 2012

Publication series

Name2012 IEEE International Conference on Information and Automation, ICIA 2012

Conference

Conference2012 IEEE International Conference on Information and Automation, ICIA 2012
Country/TerritoryChina
CityShenyang
Period6/06/128/06/12

Keywords

  • boundary treatment
  • cardiac electrophysiology
  • finite difference
  • large time step
  • parallel computing

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