Bridging the computational gap between mesoscopic and continuum modeling of red blood cells for fully resolved blood flow

Kotsalos, Christos; Latt, Jonas; Chopard, Bastien

doi:10.1016/j.jcp.2019.108905

Advanced search

Browse by...

Deposit

Highlights

More informations

Title		Bridging the computational gap between mesoscopic and continuum modeling of red blood cells for fully resolved blood flow
Authors		Kotsalos, Christos Latt, Jonas Chopard, Bastien
Published in		Journal of Computational Physics. 2019, vol. 398
Abstract		We present a computational framework for the simulation of blood flow with fully resolved red blood cells (RBCs) using a modular approach that consists of a lattice Boltzmann solver for the blood plasma, a novel finite element based solver for the deformable bodies and an immersed boundary method for the fluid-solid interaction. For the RBCs, we propose a nodal projective FEM (npFEM) solver which has theoretical advantages over the more commonly used mass-spring systems (mesoscopic modeling), such as an unconditional stability, versatile material expressivity, and one set of parameters to fully describe the behavior of the body at any mesh resolution. At the same time, the method is substantially faster than other FEM solvers proposed in this field, and has an efficiency that is comparable to the one of mesoscopic models. At its core, the solver uses specially defined potential energies, and builds upon them a fast iterative procedure based on quasi-Newton techniques. For a known material, our solver has only one free parameter that demands tuning, related to the body viscoelasticity. In contrast, state-of-the-art solvers for deformable bodies have more free parameters, and the calibration of the models demands special assumptions regarding the mesh topology, which restrict their generality and mesh independence. We propose as well a modification to the potential energy proposed by Skalak et al. 1973 for the red blood cell membrane, which enhances the strain hardening behavior at higher deformations. Our viscoelastic model for the red blood cell, while simple enough and applicable to any kind of solver as a post-convergence step, can capture accurately the characteristic recovery time and tank-treading frequencies. The framework is validated using experimental data, and it proves to be scalable for multiple deformable bodies.
Identifiers		DOI: 10.1016/j.jcp.2019.108905 arXiv: 1903.06479
Full text		Article (Accepted version) (911 Kb) - Limited access to UNIGE (until 2021-09-19)
Structures		Faculté des sciences / Département d'informatique Centres et instituts / Centre universitaire d'informatique
Research group		Scientific and Parallel Computing
Citation (ISO format)		KOTSALOS, Christos, LATT, Jonas, CHOPARD, Bastien. Bridging the computational gap between mesoscopic and continuum modeling of red blood cells for fully resolved blood flow. In: Journal of Computational Physics, 2019, vol. 398. doi: 10.1016/j.jcp.2019.108905 https://archive-ouverte.unige.ch/unige:123451