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Reduced-order modeling of hemodynamics across macroscopic through mesoscopic circulation scales

  • Sorbonne Université
  • INRIA Saclay, Laboratoire de Recherche en Informatique (LRI), Université Paris Sud
  • Université Paris-Saclay

Research output: Contribution to journalArticlepeer-review

Abstract

We propose a hemodynamic reduced-order model bridging macroscopic and mesoscopic blood flow circulation scales from arteries to capillaries. In silico tree-like vascular geometries, mathematically described by graphs, are synthetically generated by means of stochastic growth algorithms constrained by statistical morphological and topological principles. Scale-specific pruning gradation of the tree is then proposed in order to fit computational budget requirement. Different compliant structural models with respect to pressure loads are used depending on vessel walls thicknesses and structures, which vary considerably from macroscopic to mesoscopic circulation scales. Nonlinear rheological properties of blood are also included, and microcirculation network responses are computed for different rheologies. Numerical results are in very good agreement with available experimental measurements. The computational model captures the dynamic transition between large- to small-scale flow pulsatility speeds and magnitudes and wall shear stresses, which have wide-ranging physiological influences.

Original languageEnglish
Article numbere3274
JournalInternational Journal for Numerical Methods in Biomedical Engineering
Volume35
Issue number12
DOIs
Publication statusPublished - 1 Dec 2019
Externally publishedYes

Keywords

  • Fårhæus-Lindqvist effect
  • hemodynamics
  • microcirculation
  • multiscale
  • pulsatility
  • reduced-order modeling

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