International School for Advanced Studies (SISSA), Trieste, Italy.
Weierstrass Institute for Applied Analysis and Stochastics (WIAS) Berlin, Mohrenstrasse 39, 10117, Berlin, Germany.
Ann Biomed Eng. 2021 Dec;49(12):3243-3254. doi: 10.1007/s10439-021-02804-0. Epub 2021 Jul 19.
We present a computational multiscale model for the efficient simulation of vascularized tissues, composed of an elastic three-dimensional matrix and a vascular network. The effect of blood vessel pressure on the elastic tissue is surrogated via hyper-singular forcing terms in the elasticity equations, which depend on the fluid pressure. In turn, the blood flow in vessels is treated as a one-dimensional network. Intravascular pressure and velocity are simulated using a high-order finite volume scheme, while the elasticity equations for the tissue are solved using a finite element method. This work addresses the feasibility and the potential of the proposed coupled multiscale model. In particular, we assess whether the multiscale model is able to reproduce the tissue response at the effective scale (of the order of millimeters) while modeling the vasculature at the microscale. We validate the multiscale method against a full scale (three-dimensional) model, where the fluid/tissue interface is fully discretized and treated as a Neumann boundary for the elasticity equation. Next, we present simulation results obtained with the proposed approach in a realistic scenario, demonstrating that the method can robustly and efficiently handle the one-way coupling between complex fluid microstructures and the elastic matrix.
我们提出了一种计算多尺度模型,用于高效模拟由弹性三维基质和血管网络组成的血管化组织。通过在弹性方程中使用超奇异强制项来模拟血管压力对弹性组织的影响,该强制项取决于流体压力。反过来,血管中的血流被视为一维网络。使用高阶有限体积方案模拟血管内压力和速度,而使用有限元方法求解组织的弹性方程。这项工作探讨了所提出的耦合多尺度模型的可行性和潜力。特别是,我们评估了该多尺度模型是否能够在对微血管建模的同时,在毫米量级的有效尺度上再现组织响应。我们通过全尺度(三维)模型验证了多尺度方法,其中流体/组织界面被完全离散化,并作为弹性方程的 Neumann 边界处理。接下来,我们在现实场景中展示了所提出方法的模拟结果,证明了该方法能够稳健且高效地处理复杂流体微结构与弹性基质之间的单向耦合。