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Updated: Aug 6, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
First blood: An efficient, hybrid one- and zero-dimensional, modular hemodynamic solver.
Richárd Wéber1, Dániel Gyürki1, György Paál1
1Department of Hydrodynamic Systems, Faculty of Mechanical Engineering, Budapest University of Technology and Economics, Budapest, Hungary.
This study introduces first_blood, an efficient 1D-0D computational fluid dynamics solver for human blood circulation modeling. It accurately simulates hemodynamics with real-time performance, offering an open-source solution for cardiovascular research.
Area of Science:
- Biomedical Engineering
- Computational Fluid Dynamics
- Cardiovascular Physiology
Background:
- Low-dimensional models (1D/0D) are crucial for simulating human blood circulation.
- Existing models often focus on specific components like the arterial network or heart.
- A unified approach is needed to integrate these models for comprehensive hemodynamic analysis.
Purpose of the Study:
- To present first_blood, a novel combined 1D-0D solver for low-dimensional hemodynamic modeling.
- To demonstrate the solver's capability in modeling the entire human arterial system, heart, and peripherals.
- To highlight the computational efficiency and modularity of the first_blood solver.
Main Methods:
- Utilizing an extended method of characteristics to solve momentum, mass conservation, and viscoelastic wall equations.
- Employing a general zero-dimensional (0D) nonlinear solver for heart and peripheral lumped models.
- Implementing a modular architecture allowing for flexible 1D-0D hemodynamic model configurations.
Main Results:
- The first_blood solver successfully models the human arterial system, heart, and peripherals.
- Simulations of a heartbeat complete in approximately 2 seconds on an average PC, indicating high computational efficiency (twice real-time).
- The solver's parameters are literature-based and validated for physiologically relevant outputs.
Conclusions:
- first_blood provides an efficient and versatile open-source tool for simulating complex hemodynamic phenomena.
- The solver's real-time performance and modularity make it valuable for cardiovascular research and clinical applications.
- The open-source nature facilitates accessibility and further development in the field of computational physiology.
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