网格变形CFD仿真的鲁棒性评价

Alexander Scheid-Rehder, K. Lawonn, M. Meuschke
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引用次数: 1

摘要

CFD模拟在动脉瘤破裂危险因素的无创分析中越来越重要。然而,在临床应用之前,必须对其稳健性进行更彻底的检查。我们提出了一种新的框架,可以根据患者特定血管几何形状的网格变形来评估CFD模拟的鲁棒性。我们的工具提供了一个指导工作流来生成、运行和可视化OpenFOAM模拟,这大大降低了使用OpenFOAM进行CFD模拟的通常开销。此外,原始几何形状的变形允许用户评估模拟的鲁棒性,而无需重复昂贵的数据预处理阶段的操作。我们通过将我们的框架应用于几个动脉瘤数据集来评估CFD模拟的稳健性。•以人为本的计算→科学可视化;
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Robustness Evaluation of CFD Simulations to Mesh Deformation
CFD simulations are an increasingly important method for the non-invasive analysis of risk factors for aneurysm rupture. Their robustness, however, has to be examined more thoroughly before clinical use is possible. We present a novel framework that enables robustness evaluation of CFD simulation according to mesh deformation on patient-specific blood vessel geometry. Our tool offers a guided workflow to generate, run, and visualize OpenFOAM simulations, which significantly decreases the usual overhead of CFD simulations with OpenFOAM. Besides, the deformation of the original geometry allows the user to evaluate the robustness of the simulation without the need to repeat expensive operations of the data pre-processing phase. We assessed the robustness of CFD simulations by applying our framework to several aneurysm data sets. CCS Concepts • Human-centered computing → Scientific visualization;
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