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COMPUTATIONAL CHALLENGES IN BUILDING MULTI-SCALE AND MULTI-PHYSICS MODELS OF CARDIAC ELECTRO-MECHANICS

机译:建立心脏机电多尺度和多物理模型的计算挑战

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摘要

Despite the evident multiphysics nature of the heart – it is an electrically controlled mechanical pump – most modeling studies considered electrophysiology and mechanics in isolation. In no small part, this is due to the formidable modeling challenges involved in building strongly coupled anatomically accurate and biophyically detailed multi-scale multi-physics models of cardiac electro-mechanics. Among the main challenges are the selection of model components and their adjustments to achieve integration into a consistent organ-scale model, dealing with technical difficulties such as the exchange of data between electro-physiological and mechanical model, particularly when using different spatio-temporal grids for discretization, and, finally, the implementation of advanced numerical techniques to deal with the substantial computational. In this study we report on progress made in developing a novel modeling framework suited to tackle these challenges.
机译:尽管心脏具有明显的多物理场性质-它是一个电控机械泵-大多数建模研究都孤立地考虑了电生理学和力学。在很大程度上,这是由于在建立强耦合的解剖学上准确的和生物学上详细的心脏电动力学多尺度多物理场模型所涉及的巨大建模挑战。主要挑战之一是模型组件的选择及其调整,以实现集成到一致的器官尺度模型中,从而解决了技术难题,例如电生理模型和力学模型之间的数据交换,尤其是在使用不同的时空网格时进行离散化,最后实施先进的数值技术来处理大量的计算。在这项研究中,我们报告了开发新颖的建模框架以应对这些挑战所取得的进展。

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