Mu Lin, Wang Junping, Wei Guowei, Ye Xiu, Zhao Shan
Department of Applied Science, University of Arkansas at Little Rock, Little Rock, AR 72204 (
J Comput Phys. 2013 Oct 1;250:106-125. doi: 10.1016/j.jcp.2013.04.042.
Weak Galerkin methods refer to general finite element methods for partial differential equations (PDEs) in which differential operators are approximated by their weak forms as distributions. Such weak forms give rise to desirable flexibilities in enforcing boundary and interface conditions. A weak Galerkin finite element method (WG-FEM) is developed in this paper for solving elliptic PDEs with discontinuous coefficients and interfaces. Theoretically, it is proved that high order numerical schemes can be designed by using the WG-FEM with polynomials of high order on each element. Extensive numerical experiments have been carried to validate the WG-FEM for solving second order elliptic interface problems. High order of convergence is numerically confirmed in both and norms for the piecewise linear WG-FEM. Special attention is paid to solve many interface problems, in which the solution possesses a certain singularity due to the nonsmoothness of the interface. A challenge in research is to design nearly second order numerical methods that work well for problems with low regularity in the solution. The best known numerical scheme in the literature is of order [Formula: see text] to [Formula: see text] for the solution itself in norm. It is demonstrated that the WG-FEM of the lowest order, i.e., the piecewise constant WG-FEM, is capable of delivering numerical approximations that are of order [Formula: see text] to [Formula: see text] in the norm for or Lipschitz continuous interfaces associated with a or continuous solution.
弱伽辽金方法是指用于偏微分方程(PDEs)的一般有限元方法,其中微分算子通过其作为分布的弱形式进行近似。这种弱形式在施加边界和界面条件时具有所需的灵活性。本文开发了一种弱伽辽金有限元方法(WG-FEM),用于求解具有不连续系数和界面的椭圆型偏微分方程。从理论上证明,可以通过在每个单元上使用高阶多项式的WG-FEM来设计高阶数值格式。已经进行了大量的数值实验来验证WG-FEM用于求解二阶椭圆型界面问题的有效性。对于分段线性WG-FEM,在 范数和 范数下都通过数值方法证实了高阶收敛性。特别关注求解许多界面问题,其中由于界面的不光滑性,解具有一定的奇异性。研究中的一个挑战是设计几乎二阶的数值方法,使其对于解的正则性较低的问题也能很好地工作。文献中最著名的数值格式对于解本身在 范数下的阶数为[公式:见原文]到[公式:见原文]。结果表明,最低阶的WG-FEM,即分段常数WG-FEM,对于与 或 连续解相关的 或Lipschitz连续界面,能够给出在 范数下阶数为[公式:见原文]到[公式:见原文]的数值近似。