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Strong-form approach to elasticity: Hybrid finite difference-meshless collocation method (FDMCM)

机译:强形式的弹性方法:混合有限差分无网格搭配方法(FDMCM)

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摘要

We propose a numerical method that combines the finite difference (FD) and strong form (collocation) meshless method (MM) for solving linear elasticity equations. We call this new method FDMCM. The FDMCM scheme uses a uniform Cartesian grid embedded in complex geometries and applies both methods to calculate spatial derivatives. The spatial domain is represented by a set of nodes categorized as (i) boundary and near boundary nodes, and (ii) interior nodes. For boundary and near boundary nodes, where the finite difference stencil cannot be defined, the Discretization Corrected Particle Strength Exchange (DC PSE) scheme is used for derivative evaluation, while for interior nodes standard second order finite differences are used. FDMCM method combines the advantages of both FD and DC PSE methods. It supports a fast and simple generation of grids and provides convergence rates comparable to weak formulations. We demonstrate the appropriateness and robustness of the proposed scheme through various benchmark problems in 2D and 3D. Numerical results show good accuracy andh-convergence properties. The ease of computational grid generation makes the method particularly suited for problems where geometries are very complicated and known only imperfectly from images, frequently occurring in e.g. geomechanics and patient-specific biomechanics, where the proposed FDMCM method, after its extension to non-linear regime, appears to be a promising alternative to the traditional weak form-based numerical schemes used in the field.
机译:我们提出了一种将有限差分(FD)和强形式(并置)无网格方法(MM)相结合的数值方法,用于求解线性弹性方程。我们称这种新方法为FDMCM。 FDMCM方案使用嵌入复杂几何形状的统一笛卡尔网格,并应用两种方法来计算空间导数。空间域由分类为(i)边界和近边界节点以及(ii)内部节点的一组节点表示。对于边界和边界附近的节点,无法定义有限差分模具,将离散化校正粒子强度交换(DC PSE)方案用于导数评估,而对于内部节点,则使用标准二阶有限差分。 FDMCM方法结合了FD和DC PSE方法的优点。它支持快速简单地生成网格,并提供与弱公式相当的收敛速度。我们通过2D和3D中的各种基准问题证明了所提出方案的适当性和鲁棒性。数值结果显示了良好的精度和h-收敛性质。计算网格生成的容易性使得该方法特别适用于几何形状非常复杂并且仅从图像中不完美地已知的问题,例如在图像处理中经常发生的问题。地质力学和特定于患者的生物力学,其中所提出的FDMCM方法在扩展到非线性方案后,似乎是该领域中基于弱形式的传统数值方案的有希望的替代方法。

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