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A homogenized two-phase computational framework for meso- and macroscale blood flow simulations.

Abhishek Karmakar1, Greg W Burgreen2, Grant Rydquist3

  • 1Department of Biomedical Engineering, Cornell University, Ithaca, NY, USA.

Computer Methods and Programs in Biomedicine
|February 23, 2024
PubMed
Summary

This study introduces a new computational model for blood flow that simplifies complex rheology while maintaining detailed flow resolution. The model accurately predicts red blood cell behavior in various microfluidic conditions.

Keywords:
HemodynamicsHemorheologySlip velocityTwo-phase flow

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Area of Science:

  • Computational fluid dynamics
  • Biomedical engineering
  • Hemodynamics

Background:

  • Modeling blood flow is crucial due to its complex rheology.
  • Existing computational fluid dynamic models face challenges with scalability when incorporating thrombosis and embolization.
  • A need exists for computationally efficient blood flow models that retain high flow resolution.

Purpose of the Study:

  • To present a homogenized two-phase blood flow framework.
  • To develop a model with single-fluid characteristics but two-fluid resolution.
  • To validate the framework against experimental data.

Main Methods:

  • Utilized a classical diffusion-flux framework for computational efficiency.
  • Proposed a modified slip velocity equation derived from two-fluid governing equations.
  • Incorporated new hematocrit-dependent expressions for drag and lift forces on red blood cells (RBCs).
  • Discretized and solved equations using OpenFOAM.

Main Results:

  • Validated the framework against four distinct experimental setups.
  • Demonstrated accurate prediction of RBC velocity profiles and hematocrit distributions in microchannels.
  • Showcased good agreement with experimental data for cell-free layer thickness and hematocrit contours.
  • Successfully predicted experimental hematocrit distributions in a left ventricular assist device-mimicking channel.

Conclusions:

  • The developed framework efficiently models multiscale blood flow physics.
  • It leverages numerical techniques suitable for single-phase flow simulations.
  • The model is well-suited for complex applications like thrombosis and embolization studies.