Key result
Highly parallel algorithm simulates abdominal aortic blood flow in under an hour with ~70% efficiency.
A highly parallel algorithm significantly reduces the computational time for simulating blood flow in patient-specific abdominal aortas from days to less than an hour, potentially facilitating clinical use of computational modeling for rupture-risk assessment.
It is known that the maximum diameter for the rupture-risk assessment of the abdominal aortic aneurysm is a generally good method, but not sufficient. Alternative features obtained with computational modeling may provide additional useful criteria. Though computational approaches are noninvasive, they are often time-consuming because of the high computational complexity. In this paper, we present a highly parallel algorithm for the numerical simulation of unsteady blood flows in the patient-specific abdominal aorta. We model the blood flow with the unsteady incompressible Navier-Stokes equations, and solve the discretized system with a highly scalable domain decomposition method. With this approach, the complete flow field can be obtained in less than an hour, instead of days with older methods. We show experimentally that the proposed method offers accurate solutions of the pressure, the velocity and the wall shear stress, and the parallel efficiency is higher than 70% on a parallel computer with more than 1,000 processor cores.
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Qin et al. (2019) studied Abdominal aortic aneurysm. Highly parallel algorithm for numerical simulation of unsteady blood flows vs. Older methods was evaluated on Computational time and accuracy of pressure, velocity, and wall shear stress. A highly parallel algorithm for numerical simulation of unsteady blood flows in the abdominal aorta achieved complete flow field computation in less than an hour with >70% parallel efficiency.
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