Stochastic Modeling of Microstructures

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Last edited by MARC Bot
September 28, 2024 | History

Stochastic Modeling of Microstructures

A major challenge in applied mathematics and mechanics of materials is to describe various types of material microstructures. The details of the microstructure of most natural and engineered materials are usually obscure; uncertainty and randomness are the inherent features. This complexity due to material heterogeneity has not been A major challenge in applied mathematics and mechanics of materials is to describe various types of material microstructures. The details of the microstructure of most natural and engineered materials are usually obscure; uncertainty and randomness are the inherent features. This complexity due to material heterogeneity has not been adequately described by current classical models and theories. Stochastic Modeling of Microstructures presents a concise and unified presentation of the basic principles and tools for the modeling of real materials, natural and man-made, that possess complex, random heterogeneity. The book uses the language and methods of random field theory combined with the basic constructs of stochastic geometry and geometrical/spatial statistics in order to give the reader the knowledge necessary to model various types of material microstructures. The application of the theoretical constructs reviewed in the first three chapters to the analysis of empirical data via the tools of statistical inference is also discussed. The final chapters address practical aspects of specific modeling problems. Features- ú First comprehensive introduction to the comparatively new field of stochastic modeling of material microstructures ú Presentation of basic tools required from the diverse subjects of random field theory, stochastic geometry and spatial statistics ú Provides background concepts from probability theory and stochastic processes are provided ú Applications from various fields are discussed, including stochastic wave propagation and the mechanics of.

Publish Date
Language
English
Pages
270

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Edition Availability
Cover of: Stochastic Modeling of Microstructures
Stochastic Modeling of Microstructures
2012, Birkhauser
in English
Cover of: Stochastic Modeling of Microstructures
Stochastic Modeling of Microstructures
2001, Birkhäuser Boston, Imprint, Birkhäuser
electronic resource / in English

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Book Details


Edition Notes

Published in
Boston, MA
Series
Modeling and Simulation in Science, Engineering and Technology, 2164-3679, Modeling and simulation in science, engineering & technology

Classifications

Library of Congress
QA1-939, QA76.9.C65

The Physical Object

Format
[electronic resource] /
Pagination
1 online resource (IX, 270 pages 25 illustrations).
Number of pages
270

Edition Identifiers

Open Library
OL27089423M
ISBN 10
1461201217
ISBN 13
9781461201212
OCLC/WorldCat
840277701

Work Identifiers

Work ID
OL19904162W

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September 28, 2024 Edited by MARC Bot import existing book
July 7, 2019 Created by MARC Bot import new book