A multiscale preconditioner for stochastic mortar mixed finite elements

作者：Wheeler Mary F; Wildey Tim^*; Yotov Ivan

来源：Computer Methods in Applied Mechanics and Engineering, 2011, 200(9-12): 1251-1262.

DOI：10.1016/j.cma2010.10.015

• Stochastic collocation
• Mixed finite element
• Stochastic partial differential equations
• Flow in porous media
• Interface preconditioner

The aim of this paper is to introduce a new approach to efficiently solve sequences of problems that typically arise when modeling flow in stochastic porous media. The governing equations are based on Darcy's law with a stochastic permeability field. Starting from a specified covariance relationship, the log permeability is decomposed using a truncated Karhunen-Loeve expansion. Multiscale mortar mixed finite element approximations are used in the spatial domain and a nonintrusive sampling method is used in the stochastic dimensions. A multiscale mortar flux basis is computed for a single permeability, called a training permeability, that captures the main characteristics of the porous media, and is used as a preconditioner for each stochastic realization. We prove that the condition number of the preconditioned interface operator is independent of the subdomain mesh size and the mortar mesh size. Computational results confirm that our approach provides an efficient means to quantify the uncertainty for stochastic flow in porous media.

• 出版日期2011