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2015, Volume 9, Issue 2

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Frontiers of Structural and Civil Engineering >> 2015, Volume 9, Issue 2 doi: 10.1007/s11709-014-0267-5

Simulation of heterogeneous two-phase media using random fields and level sets

1. Institute of Structural Analysis & Antiseismic Research, School of Civil Engineering, National Technical University of Athens, Zografou Campus, Athens 15780, Greece.2. Institute of Structural Analysis & Dynamics of Structures, Department of Civil Engineering, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece

Accepted: 2014-07-31 Available online: 2015-06-30
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Abstract

The accurate and efficient simulation of random heterogeneous media is important in the framework of modeling and design of complex materials across multiple length scales. It is usually assumed that the morphology of a random microstructure can be described as a non-Gaussian random field that is completely defined by its multivariate distribution. A particular kind of non-Gaussian random fields with great practical importance is that of translation fields resulting from a simple memory-less transformation of an underlying Gaussian field with known second-order statistics. This paper provides a critical examination of existing random field models of heterogeneous two-phase media with emphasis on level-cut random fields which are a special case of translation fields. The case of random level sets, often used to represent the geometry of physical systems, is also examined. Two numerical examples are provided to illustrate the basic features of the different approaches.

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