Simple second-order finite differences for elliptic PDEs with discontinuous coefficients and interfaces

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
C. Tzou, S. Stechmann
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引用次数: 8

Abstract

In multi-phase fluid flow, fluid-structure interaction, and other applications, partial differential equations (PDEs) often arise with discontinuous coefficients and singular sources (e.g., Dirac delta functions). These complexities arise due to changes in material properties at an immersed interface or embedded boundary, which may have an irregular shape. Consequently, the solution and its gradient can be discontinuous, and numerical methods can be difficult to design. Here a new method is presented and analyzed, using a simple formulation of one-dimensional finite differences on a Cartesian grid, allowing for a relatively easy setup for one-, two-, or three-dimensional problems. The method preserves a sharp interface with discontinuous solutions, obtained from a small number of iterations (approximately five) of solving a symmetric linear system with updates to the right- hand side. Second-order accuracy is rigorously proven in one spatial dimension and demonstrated through numerical examples in two and three spatial dimensions. The method is tested here on the variable-coefficient Poisson equation, and it could be extended for use on time-dependent problems of heat transfer, fluid dynamics, or other applications.
具有不连续系数和界面的椭圆偏微分方程的简单二阶有限差分
在多相流体流动、流固耦合和其他应用中,偏微分方程(PDEs)经常出现不连续系数和奇异源(如狄拉克函数)。这些复杂性是由于浸入界面或嵌入边界处材料特性的变化而产生的,这些界面或嵌入边界可能具有不规则的形状。因此,解及其梯度可能是不连续的,并且数值方法可能难以设计。这里提出并分析了一种新的方法,使用笛卡尔网格上的一维有限差分的简单公式,允许相对容易地设置一维,二维或三维问题。该方法保留了一个与不连续解的尖锐界面,这些不连续解是通过求解对称线性系统的少量迭代(大约5次)得到的,其右侧有更新。在一维空间上严格证明了二阶精度,并通过二维和三维空间上的数值实例进行了论证。该方法在变系数泊松方程上进行了测试,它可以扩展用于与时间相关的传热问题,流体动力学或其他应用。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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