Optimized Semi-implicit Methods for Modeling Cardiac Propagation

被引:0
|
作者
Khan, Riasat [1 ]
Ng, Kwong T. [2 ]
机构
[1] North South Univ, Dept Elect & Comp Engn, Dhaka, Bangladesh
[2] New Mexico State Univ, Dept Elect & Comp Engn, Las Cruces, NM 88003 USA
关键词
Derivative-free optimization method; monodomain model; operator split method; pattern search algorithm; semi-implicit scheme; MONODOMAIN;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Computer simulation of cardiac electrophysiology is now considered a powerful tool for exploring the causes of cardiac arrhythmias Cardiac electric propagation has been studied using the monodomain model to describe wave propagation of action potential in the heart. The governing nonlinear reaction-diffusion partial differential equation is solved with the semi-implicit (implicit-explicit) method that does not have the stability limit of the explicit time-stepping scheme. Both first order and second order semi-implicit techniques for temporal discretization are considered in this paper. Second order finite difference technique is used to discretize the spatial derivatives. An explicit finite difference scheme with 512X512 nodes and 0.1 us time step is used as the benchmark for error calculation. APPSPACK, a parallel pattern search optimization software, is used to obtain the optimal semi-implicit parameters that give the lowest root-meansquare error. Results are presented for the semi-implicit techniques with or without the operator split or protective zone method. They demonstrate that the optimized second order semi-implicit method gives the best overall performance.
引用
收藏
页码:1616 / 1619
页数:4
相关论文
共 50 条
  • [31] SEMI-IMPLICIT KRYLOV DEFERRED CORRECTION METHODS FOR DIFFERENTIAL ALGEBRAIC EQUATIONS
    Bu, Sunyoung
    Huang, Jingfang
    Minion, Michael L.
    MATHEMATICS OF COMPUTATION, 2012, 81 (280) : 2127 - 2157
  • [32] A note on convergence of semi-implicit Euler methods for stochastic pantograph equations
    Xiao, Y.
    Zhang, H. Y.
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2010, 59 (04) : 1419 - 1424
  • [33] Semi-Implicit Level Set Methods for Curvature and Surface Diffusion Motion
    Peter Smereka
    Journal of Scientific Computing, 2003, 19 : 439 - 456
  • [34] Semi-implicit level set methods for curvature and surface diffusion motion
    Smereka, P
    JOURNAL OF SCIENTIFIC COMPUTING, 2003, 19 (1-3) : 439 - 456
  • [35] Semi-implicit, numerical schemes for 3-D flow modeling
    Smith, PE
    Larock, BE
    ENVIRONMENTAL AND COASTAL HYDRAULICS: PROTECTING THE AQUATIC HABITAT, PROCEEDINGS OF THEME B, VOLS 1 & 2, 1997, 27 : 773 - 778
  • [36] DISPERSION CHARACTERISTICS OF IMPLICIT AND SEMI-IMPLICIT DIFFERENCE SCHEMES
    PIACSEK, SA
    BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 1973, 54 (07) : 739 - 739
  • [37] Doubly Semi-Implicit Variational Inference
    Molchanov, Dmitry
    Kharitonov, Valery
    Sobolev, Artem
    Vetrov, Dmitry
    22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, 2019, 89
  • [38] Kernel Semi-Implicit Variational Inference
    Cheng, Ziheng
    Yu, Longlin
    Xie, Tianyu
    Zhang, Shiyue
    Zhang, Cheng
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, 2024, 235
  • [39] Semi-implicit multiresolution for multiphase flows
    Andrianov, N.
    Coquel, F.
    Postel, M.
    Tran, Q. H.
    NUMERICAL MATHEMATICS AND ADVANCED APPLICATIONS, 2006, : 814 - +
  • [40] SELECTION OF GRIDS FOR SEMI-IMPLICIT SCHEMES
    MCGREGOR, JL
    LESLIE, LM
    MONTHLY WEATHER REVIEW, 1977, 105 (02) : 236 - 238