ArticleInternational journal for numerical methods in biomedical engineering2019
Suitability of lattice Boltzmann inlet and outlet boundary conditions for simulating flow in image-derived vasculature.
Article in International journal for numerical methods in biomedical engineering, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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9 citing papers in PubMed, 28 citations in OpenAlex.
- Optimizing Non-invasive Fractional Flow Reserve Estimation with Machine Learning-Enhanced 1D Hemodynamic Modeling.Cardiovascular engineering and technology · 2026Article
- A systematic quantification of hemodynamic differences persisting after aortic coarctation repair.Frontiers in bioengineering and biotechnology · 2025Article
- Surgical Modulation of Pulmonary Artery Shear Stress: A Patient-Specific CFD Analysis of the Norwood Procedure.Cardiovascular engineering and technology · 2024Article
- Parametric analysis of an efficient boundary condition to control outlet flow rates in large arterial networks.Scientific reports · 2022Article
- Propagation pattern for moment representation of the lattice Boltzmann method.IEEE transactions on parallel and distributed systems : a publication of the IEEE Computer Society · 2022Article
- Characterization of hemodynamics in anomalous aortic origin of coronary arteries using patient-specific modeling.Journal of biomechanics · 2022Article
- Application of physics-based flow models in cardiovascular medicine: Current practices and challenges.Biophysics reviews · 2021Review
- Multiscale modeling of blood flow to assess neurological complications in patients supported by venoarterial extracorporeal membrane oxygenation.Computers in biology and medicine · 2021Article
- Investigating the Interaction Between Circulating Tumor Cells and Local HydrodynamicsCellular and molecular bioengineering · 2020Article
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8 authors at 2 institutions in 1 country.
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Abstract
The lattice Boltzmann method (LBM) is a popular alternative to solving the Navier-Stokes equations for modeling blood flow. When simulating flow using the LBM, several choices for inlet and outlet boundary conditions exist. While boundary conditions in the LBM have been evaluated in idealized geometries, there have been no extensive comparisons in image-derived vasculature, where the geometries are highly complex. In this study, the Zou-He (ZH) and finite difference (FD) boundary conditions were evaluated in image-derived vascular geometries by comparing their stability, accuracy, and run times. The boundary conditions were compared in four arteries: a coarctation of the aorta, dissected aorta, femoral artery, and left coronary artery. The FD boundary condition was more stable than ZH in all four geometries. In general, simulations using the ZH and FD method showed similar convergence rates within each geometry. However, the ZH method proved to be slightly more accurate compared with experimental flow using three-dimensional printed vasculature. The total run times necessary for simulations using the ZH boundary condition were significantly higher as the ZH method required a larger relaxation time, grid resolution, and number of time steps for a simulation representing the same physiological time. Finally, a new inlet velocity profile algorithm is presented for complex inlet geometries. Overall, results indicated that the FD method should generally be used for large-scale blood flow simulations in image-derived vasculature geometries. This study can serve as a guide to researchers interested in using the LBM to simulate blood flow.
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