Tensor-valued random fields for continuum physics /
[Book]
Anatoliy Malyarenko (Mälardalen University Sweden), Martin Ostoja-Starzewski (University of Illinois).
New York, NY :
Cambridge University Press,
2019.
x, 302 pages :
illustrations ;
26 cm.
Cambridge monographs on mathematical physics
Includes bibliographical references and index.
Introduction to continuum theories -- Mathematical preliminaries -- Mathematical results -- Tensor random fields in continuum theories.
0
"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." - publisher