生物流体中单个细胞网格建模的最新进展

I. Cimrák, Iveta Jančgová, R. Tóthová
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引用次数: 4

摘要

血流建模的问题可以在不同的精度水平上进行处理。我们研究了一个由两个主要组成部分组成的模型:代表血浆的液体和代表血液中所有类型细胞(如红细胞)的弹性物体。弹性物体浸入流体中,它们相互作用。我们的研究重点是弹性物体的弹簧网络模型。我们给出了关于网格可扩展性的结果。我们研究了物理单元的力学性能与底层网格的刚度参数之间的关系。此外,当能量难以计算时,我们提出了新的度量来补充基于能量的方法。为了证明我们的软件实现的能力,我们提供了有关计算复杂性的测试。我们展示了在生成具有相同弹性属性的许多单元时使用模板所引起的显著加速。我们还证明了计算时间与模拟细胞数量的二次依赖关系。我们提出了进一步增强模型的几个方向,例如更好地实现细胞-细胞碰撞,包含粘附过程,监测细胞破裂,以及开发一些细胞弹性模量的物理上更相关的力实现。
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Recent advances in mesh-based modeling of individual cells in biological fluids
The problem of modeling blood flow can be approached on different levels of accuracy. We investigate a model consisting of two major components: the fluid representing blood plasma and the elastic objects representing all types of cells in blood, e.g. red blood cells. The elastic objects are immersed in the fluid and they interact with each other. Our research is focused on spring-network models of elastic objects. We present the results concerning the scalability of meshes. We investigate the relation between mechanical properties of physical cells and the stiffness parameters of underlying meshes. Further, we present new metric that supplements energy-based approaches in cases when the energy is difficult to calculate. To demonstrate the abilities of our software implementation, we provide tests concerning the computational complexity. We show the significant speed-up caused by using templates when generating many cells with the same elastic properties. We also demonstrate the quadratic dependence of the computational time on increasing number of simulated cells. We suggest several directions for further model enhancements, such as better implementation of cell-cell collisions, inclusion of adhesion processes, monitoring the rupture of cells, and development of physically more relevant implementation of forces for some cell's elastic moduli.
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