A bond-based nonlocal anisotropic diffusion model with variable matrix-valued coefficients and its asymptotically compatible meshfree discretization

IF 2.5 2区 数学 Q1 MATHEMATICS, APPLIED
Xiaofang Wang , Hao Tian
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引用次数: 0

Abstract

We propose a bond-based nonlocal anisotropic diffusion model with variable matrix-valued coefficients. In previous studies, the non-ordinary state-based nonlocal diffusion model [37] has been used effectively for simulating anisotropic diffusion. However, it encounters challenges such as high computational costs, complexities in implementing boundary conditions, and numerical oscillation of zero-energy mode. In this paper, we propose a novel bond-based, nonlocal anisotropic diffusion model, and the key idea is that incorporates a nonlocal operator via a kernel function, integrating matrix-valued diffusion coefficients. The influence region of our model consists of two parts: an elliptical region determined by the variable diffusion coefficient at a material point and an irregular region shaped by the coefficient at neighboring points. Furthermore, we confirm the well-posedness of the proposed model and deduce various properties, such as weak convergence and mass conservation. For computational implementation, we introduce a meshfree method that is shown to be asymptotically compatible and relies on the quadrature rule, which is compatible with the proposed nonlocal diffusion model and can effectively solve the model. To evaluate the precision and efficiency of the model, we performed comprehensive numerical experiments in both two and three dimensions. We have also confirmed the discrete maximum principle through experimental validation simultaneously.
基于键的变矩阵值系数非局部各向异性扩散模型及其渐近相容的无网格离散化
我们提出了一个基于键的非局部各向异性扩散模型,该模型具有可变矩阵值系数。在以往的研究中,基于非普通状态的非局部扩散模型[37]已被有效地用于模拟各向异性扩散。然而,它面临着计算成本高、边界条件实现复杂、零能量模式数值振荡等挑战。本文提出了一种新的基于键的非局部各向异性扩散模型,其核心思想是通过核函数集成非局部算子,积分矩阵值扩散系数。模型的影响区域由两部分组成:由质点处的可变扩散系数决定的椭圆区域和由邻近点处的扩散系数形成的不规则区域。此外,我们还证实了所提模型的适定性,并推导出了弱收敛和质量守恒等性质。在计算实现方面,我们引入了一种基于正交规则的无网格方法,该方法是渐近相容的,它与所提出的非局部扩散模型兼容,可以有效地求解模型。为了评估模型的精度和效率,我们在二维和三维空间进行了全面的数值实验。同时通过实验验证,证实了离散极大值原理。
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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