Parameterizing the Morse potential for coarse-grained modeling of blood plasma | |
Zhang, Na ; Zhang, Peng ; Kang, Wei ; Bluestein, Danny ; Deng, Yuefan | |
刊名 | 计算物理学杂志 |
2014 | |
关键词 | Morse potential Inverse problems Coarse-grained Blood plasma fluid DISSIPATIVE PARTICLE DYNAMICS INDUCED PLATELET-AGGREGATION MOLECULAR-DYNAMICS SIMULATIONS WATER MECHANICS VISCOSITY FLUIDS |
DOI | 10.1016/j.jcp.2013.09.040 |
英文摘要 | Multiscale simulations of fluids such as blood represent a major computational challenge of coupling the disparate spatiotemporal scales between molecular and macroscopic transport phenomena characterizing such complex fluids. In this paper, a coarse-grained (CG) particle model is developed for simulating blood flow by modifying the Morse potential, traditionally used in Molecular Dynamics for modeling vibrating structures. The modified Morse potential is parameterized with effective mass scales for reproducing blood viscous flow properties, including density, pressure, viscosity, compressibility and characteristic flow dynamics of human blood plasma fluid. The parameterization follows a standard inverse-problem approach in which the optimal micro parameters are systematically searched, by gradually decoupling loosely correlated parameter spaces, to match the macro physical quantities of viscous blood flow. The predictions of this particle based multiscale model compare favorably to classic viscous flow solutions such as Counter-Poiseuille and Couette flows. It demonstrates that such coarse grained particle model can be applied to replicate the dynamics of viscous blood flow, with the advantage of bridging the gap between macroscopic flow scales and the cellular scales characterizing blood flow that continuum based models fail to handle adequately. Published by Elsevier Inc.; Computer Science, Interdisciplinary Applications; Physics, Mathematical; SCI(E); PubMed; 2; ARTICLE; Yuefan.Deng@StonyBrook.edu; Pt A; 726-736; 257 |
语种 | 英语 |
内容类型 | 期刊论文 |
源URL | [http://ir.pku.edu.cn/handle/20.500.11897/188978] |
专题 | 工学院 |
推荐引用方式 GB/T 7714 | Zhang, Na,Zhang, Peng,Kang, Wei,et al. Parameterizing the Morse potential for coarse-grained modeling of blood plasma[J]. 计算物理学杂志,2014. |
APA | Zhang, Na,Zhang, Peng,Kang, Wei,Bluestein, Danny,&Deng, Yuefan.(2014).Parameterizing the Morse potential for coarse-grained modeling of blood plasma.计算物理学杂志. |
MLA | Zhang, Na,et al."Parameterizing the Morse potential for coarse-grained modeling of blood plasma".计算物理学杂志 (2014). |
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