A novel mortar method integration using radial basis functions

IF 2.5 2区 数学 Q1 MATHEMATICS, APPLIED
Daniele Moretto, Andrea Franceschini, Massimiliano Ferronato
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引用次数: 0

Abstract

The growing availability of computational resources has significantly increased the interest of the scientific community in performing complex multi-physics and multi-domain simulations. However, the generation of appropriate computational grids for such problems often remains one of the main bottlenecks. The use of a domain partitioning with non-conforming grids is a possible solution, which, however, requires the development of robust and efficient inter-grid interpolation operators to transfer a scalar or a vector field from one domain to another. This work presents a novel approach for interpolating quantities across non-conforming meshes within the framework of the classical mortar method, where weak continuity conditions are enforced. The key contribution is the introduction of a novel strategy that uses mesh-free Radial Basis Function (RBF) interpolations to compute the mortar integral, offering a compelling alternative to traditional projection-based methods. We propose an efficient algorithm tailored for complex three-dimensional settings allowing for potentially significant savings in the overall computational cost and ease of implementation, with no detrimental effects on the numerical accuracy. The formulation, analysis, and validation of the proposed RBF-based algorithm is discussed with the aid of a set of numerical examples, demonstrating its effectiveness. Furthermore, the details of the implementation are discussed and a test case involving a complex geometry is presented, in order to illustrate the applicability and advantages of our approach in real-world problems.
一种基于径向基函数的砂浆方法集成
越来越多的计算资源的可用性大大增加了科学界对执行复杂的多物理场和多域模拟的兴趣。然而,为这类问题生成合适的计算网格仍然是主要的瓶颈之一。使用具有不一致网格的域划分是一种可能的解决方案,然而,这需要开发鲁棒且高效的网格间插值算子来将标量或矢量场从一个域转移到另一个域。这项工作提出了一种新的方法,在经典砂浆方法的框架内,在强制执行弱连续性条件的情况下,跨不一致网格插值量。关键的贡献是引入了一种新的策略,该策略使用无网格径向基函数(RBF)插值来计算砂浆积分,为传统的基于投影的方法提供了一种令人信服的替代方案。我们提出了一种针对复杂三维设置的高效算法,允许潜在地显著节省总体计算成本和易于实现,并且对数值精度没有不利影响。讨论了基于rbf的算法的制定、分析和验证,并结合一组数值算例说明了其有效性。此外,还讨论了实现的细节,并给出了一个涉及复杂几何的测试用例,以说明我们的方法在现实问题中的适用性和优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers & Mathematics with Applications
Computers & Mathematics with Applications 工程技术-计算机:跨学科应用
CiteScore
5.10
自引率
10.30%
发文量
396
审稿时长
9.9 weeks
期刊介绍: Computers & Mathematics with Applications provides a medium of exchange for those engaged in fields contributing to building successful simulations for science and engineering using Partial Differential Equations (PDEs).
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