Tensor-Valued Random Fields for Continuum Physics

Anatoliy Malyarenko, Martin Ostoja-Starzewski

Research output: Book/Report/Conference proceedingBook


Many areas of continuum physics pose a challenge to physicists. What are the most general, admissible statistically homogeneous and isotropic tensor-valued random fields (TRFs)? Previously, only the TRFs of rank 0 were completely described. This book assembles a complete description of such fields in terms of one- and two-point correlation functions for tensors of ranks 1 through 4. Working from the standpoint of invariance of physical laws with respect to the choice of a coordinate system, spatial domain representations, as well as their wavenumber domain counterparts are rigorously given in full detail. The book also discusses, an introduction to a range of continuum theories requiring TRFs, an introduction to mathematical theories necessary for the description of homogeneous and isotropic TRFs, and a range of applications including a strategy for simulation of TRFs, ergodic TRFs, scaling laws of stochastic constitutive responses, and applications to stochastic partial differential equations. It is invaluable for mathematicians looking to solve problems of continuum physics, and for physicists aiming to enrich their knowledge of the relevant mathematical tools.

Original languageEnglish (US)
PublisherCambridge University Press
Number of pages302
ISBN (Electronic)9781108555401
ISBN (Print)9781108429856
StatePublished - Jan 1 2018

Publication series

NameCambridge Monographs on Mathematical Physics

ASJC Scopus subject areas

  • General Physics and Astronomy


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