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Approximations of Effective Coefficients in Stochastic Homogenization

TLDR
In this paper, the authors considered the problem of approximating homogenized coefficients of second order divergence form elliptic operators with random statistically homogeneous coefficients, by means of periodization and other cut-off procedures.
Abstract
This Note deals with approximations of homogenized coefficients of second order divergence form elliptic operators with random statistically homogeneous coefficients, by means of “periodization” and other ”cut-off” procedures. For instance in the case of periodic approximation, we consider a cubic sample (0, ) of the random medium, extend it periodically in and use the effective coefficients of the obtained periodic operators as an approximation of the effective coefficients of the original random operator. It is shown that these approximations converge a.s. as → ∞ and give back the effective coefficients of the original random operator. Moreover, under additional mixing conditions on the coefficients, the rate of convergence can be estimated by some negative power of which only depends on the dimension, the ellipticity constant and the rate of decay of the mixing coefficients. Similar results are established for approximations in terms of appropriate Dirichlet and Neumann problems localized in a cubic sample (0, ).

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Citations
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Journal ArticleDOI

Representative volume elements for matrix-inclusion composites - a computational study on the effects of an improper treatment of particles intersecting the boundary and the benefits of periodizing the ensemble

TL;DR: In this paper , the authors investigate volume-element sampling strategies for stochastic homogenization of particle-reinforced composites and show, via computational experiments, that an improper treatment of particles intersecting the boundary of the computational cell may affect the accuracy of the computed effective properties.
Dissertation

Scale coupling and upscaling techniques in elastostatics and elastodynamics in random media

TL;DR: This document describes my research in the field of numerical simulation of multiscale phenomena in stochastic solid mechanics and elasto-dynamics in random media and an introduction describing three examples of stochastically multi-scale problems and stating a general definition of such problems.
Dissertation

Méthodes numériques géométriques et multi-échelles pour les équations différentielles (in English)

TL;DR: In this article, the aim is to identify geometriques or multi-echelles pertinentes de ces problemes, and en tirer avantage pour concevoir et analyser de nouveaux integrateurs efficaces, fiables et precis, reproduisant fidelement le comportement qualitatif de the solution exacte des modeles consideres.
DissertationDOI

The Random Conductance Model: local times large deviations, law of large numbers and effective conductance

Michele Salvi
TL;DR: In this paper, the authors considered reversible random walks in random environment are called random walks among random conductances (RWRC) and they naturally arise in many branches of science as models for physical phenomena.
Journal ArticleDOI

An efficient multi-modes Monte Carlo homogenization method for random materials

TL;DR: In this article , the authors proposed a two-stage stochastic homogenization method for diffusion equations with random and fast oscillatory coefficients, where the original oscillatory diffusion equation is approximated, for each fixed random sample w, by a spatially homogenized diffusion equation with piecewise constant coefficients.
References
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Book ChapterDOI

Elliptic Partial Differential Equations of Second Order

TL;DR: In this paper, a class of partial differential equations that generalize and are represented by Laplace's equation was studied. And the authors used the notation D i u, D ij u for partial derivatives with respect to x i and x i, x j and the summation convention on repeated indices.
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Journal ArticleDOI

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TL;DR: In this paper, an elementary account of several theoretical methods of attack is given, among them the derivation of inequalities between various moduli, and the approach is completely general and exact.
Journal ArticleDOI

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TL;DR: Dunford and Schwartz as discussed by the authors provided a comprehensive survey of the general theory of linear operations, together with applications to the diverse fields of more classical analysis, and emphasized the significance of the relationships between the abstract theory and its applications.
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TL;DR: In this article, the problem of homogenizing a two-dimensional matrix has been studied in the context of Diffusion problems, where the homogenization problem is formulated as a set of problems of diffusion.
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