Uncertainty Quantification : An Accelerated Course with Advanced Applications in Computational Engineering Hardback
by Christian Soize
Part of the Interdisciplinary Applied Mathematics series
Hardback
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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.
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In Stock - low on stock, only 1 copy remainingFree UK DeliveryEstimated delivery 2-3 working days
- Format:Hardback
- Pages:329 pages, 86 Illustrations, color; 24 Illustrations, black and white; XXII, 329 p. 110 illus., 86 i
- Publisher:Springer International Publishing AG
- Publication Date:03/05/2017
- Category:
- ISBN:9783319543383
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Information
-
In Stock - low on stock, only 1 copy remainingFree UK DeliveryEstimated delivery 2-3 working days
- Format:Hardback
- Pages:329 pages, 86 Illustrations, color; 24 Illustrations, black and white; XXII, 329 p. 110 illus., 86 i
- Publisher:Springer International Publishing AG
- Publication Date:03/05/2017
- Category:
- ISBN:9783319543383