DocumentCode :
271397
Title :
Recent advances in mesh-based modeling of individual cells in biological fluids
Author :
Cimrák, Ivan ; Jančgová, Iveta ; Tóthová, Renáta
Author_Institution :
Fac. of Manage. Sci. & Inf., Univ. of Zilina, Zilina, Slovakia
fYear :
2014
fDate :
9-11 July 2014
Firstpage :
25
Lastpage :
31
Abstract :
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.
Keywords :
adhesion; cellular biophysics; computational complexity; elastic moduli; flow simulation; fracture; haemodynamics; adhesion processes; biological fluids; blood plasma; cell elastic moduli; cell rupture; cell-cell collisions; computational complexity; elastic objects; mesh-based modeling; red blood cells; stiffness parameters; Biological system modeling; Blood; Cells (biology); Computational modeling; Equations; Force; Mathematical model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Technologies (DT), 2014 10th International Conference on
Conference_Location :
Zilina
Type :
conf
DOI :
10.1109/DT.2014.6868686
Filename :
6868686
Link To Document :
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