Christian Soize

(Author)

Uncertainty Quantification: An Accelerated Course with Advanced Applications in Computational Engineering (Softcover Reprint of the Original 1st 2017)Paperback - Softcover Reprint of the Original 1st 2017, 25 July 2018

Uncertainty Quantification: An Accelerated Course with Advanced Applications in Computational Engineering (Softcover Reprint of the Original 1st 2017)
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Part of Series
Interdisciplinary Applied Mathematics
Print Length
329 pages
Language
English
Publisher
Springer
Date Published
25 Jul 2018
ISBN-10
3319853724
ISBN-13
9783319853727

Description

This book presents the fundamental notions and advanced mathematical tools in the stochastic modeling of uncertainties and their quantification for large-scale computational models in sciences and engineering. In particular, it focuses in parametric uncertainties, and non-parametric uncertainties with applications from the structural dynamics and vibroacoustics of complex mechanical systems, from micromechanics and multiscale mechanics of heterogeneous materials.
Resulting from a course developed by the author, the book begins with a description of the fundamental mathematical tools of probability and statistics that are directly useful for uncertainty quantification. It proceeds with a well carried out description of some basic and advanced methods for constructing stochastic models of uncertainties, paying particular attention to the problem of calibrating and identifying a stochastic model of uncertainty when experimental data is available.
This book is intended to be a graduate-level textbook for students as well as professionals interested in the theory, computation, and applications of risk and prediction in science and engineering fields.

Product Details

Author:
Christian Soize
Book Edition:
Softcover Reprint of the Original 1st 2017
Book Format:
Paperback
Country of Origin:
NL
Date Published:
25 July 2018
Dimensions:
23.39 x 15.6 x 1.85 cm
ISBN-10:
3319853724
ISBN-13:
9783319853727
Language:
English
Location:
Cham
Pages:
329
Publisher:
Weight:
494.42 gm

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