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Application of Parallel Processing to the Simulation of Heart Mechanics

机译:并行处理在心脏力学仿真中的应用

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Simulations of the mechanics of the left ventricle of the heart with fluid-structure interaction benefit greatly from the parallel processing power of a high performance computing cluster, such as HPCVL. The objective of this paper is to describe the computational requirements for our simulations. Results of parallelization studies show that, as expected, increasing the number of threads per job reduces the total wall clock time for the simulations. Further, the speed-up factor increases with increasing problem size. Comparative simulations with different computational meshes and time steps show that our numerical solutions are nearly independent of the mesh density in the solid wall (myocardium) and the time step duration. The results of these tests allow our simulations to continue with the confidence that we are optimizing our computational resources while minimizing errors due to choices in spatial or temporal resolution.
机译:带有流体-结构相互作用的心脏左心室力学仿真极大地受益于高性能计算集群(例如HPCVL)的并行处理能力。本文的目的是描述我们的仿真的计算要求。并行化研究的结果表明,与预期的一样,增加每个作业的线程数会减少仿真的总挂钟时间。此外,提速因子随问题大小的增加而增加。具有不同计算网格和时间步长的比较模拟表明,我们的数值解几乎与实体墙(心肌)中的网格密度和时间步长无关。这些测试的结果使我们的仿真得以继续进行,充满信心,我们正在优化计算资源,同时将由于空间或时间分辨率选择而引起的误差降至最低。

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