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A massively parallel computational electrophysiology model of the heart

机译:心脏的大规模并行计算电生理模型

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摘要

This paper presents a patient-sensitive simulation strategy capable of using the most efficient way the high-performance computational resources. The proposed strategy directly involves three different players: Computational Mechanics Scientists (CMS), Image Processing Scientists and Cardiologists, each one mastering its own expertise area within the project. This paper describes the general integrative scheme but focusing on the CMS side presents a massively parallel implementation of computational electrophysiology applied to cardiac tissue simulation. The paper covers different angles of the computational problem: equations, numerical issues, the algorithm and parallel implementation. The proposed methodology is illustrated with numerical simulations testing all the different possibilities, ranging from small domains up to very large ones. A key issue is the almost ideal scalability not only for large and complex problems but also for medium-size meshes. The explicit formulation is particularly well suited for solving this highly transient problems, with very short time-scale.
机译:本文提出了一种对患者敏感的仿真策略,该策略能够以最有效的方式使用高性能计算资源。拟议的策略直接涉及三个不同的参与者:计算力学科学家(CMS),图像处理科学家和心脏病专家,每个人都掌握了项目中自己的专业知识领域。本文介绍了一般的集成方案,但着眼于CMS方面,提出了一种用于心脏组织模拟的大规模并行计算电生理实现。本文涵盖了不同角度的计算问题:方程,数值问题,算法和并行实现。通过数值模拟说明了所提出的方法,该数值模拟测试了从小范围到非常大的范围的所有不同可能性。一个关键问题是几乎理想的可伸缩性,不仅适用于大型和复杂的问题,而且适用于中型网格。明确的公式特​​别适合在非常短的时间内解决此高度瞬态问题。

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  • 来源
    《Communications in numerical methods in engineering》 |2011年第12期|p.1911-1929|共19页
  • 作者单位

    Department of Computer Applications in Science and Engineering, Barcelona Supercomputing Center-Centro Nacional de Supercomputacion, Barcelona, Spain,M. Vazquez, Department of Computer Applications in Science and Engineering, Barcelona Supercomputing Center-Centro Nacional de Supercomputaci6n, Barcelona, Spain;

    Department of Computer Applications in Science and Engineering, Barcelona Supercomputing Center-Centro Nacional de Supercomputacion, Barcelona, Spain;

    Department of Computer Applications in Science and Engineering, Barcelona Supercomputing Center-Centro Nacional de Supercomputacion, Barcelona, Spain;

    Department of Computer Applications in Science and Engineering, Barcelona Supercomputing Center-Centro Nacional de Supercomputacion, Barcelona, Spain;

    Department of Computer Applications in Science and Engineering, Barcelona Supercomputing Center-Centro Nacional de Supercomputacion, Barcelona, Spain;

    Department of Computer Sciences, Centre de Visio per Computador, Universitat Autonoma de Catalunya, Spain;

    Department of Computer Sciences, Centre de Visio per Computador, Universitat Autonoma de Catalunya, Spain;

    Servei de Cardiologia, Hospital de la Santa Creu I Sant Pau, Barcelona, Spain;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    computational electrophysiology; parallelization; finite element methods;

    机译:计算电生理学并行化有限元法;

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