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Uncertainty Quantification
Language
English
English
Book
Hardback
This book presents the fundamental notions and advanced mathematical tools in the stochastic modelin...
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Libristo code: 15802767
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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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About the book
Full name
Uncertainty Quantification
Author
Christian Soize
Language
English
English
Binding
Book - Hardback
Date of issue
2017
Number of pages
329
EAN
9783319543383
ISBN
3319543385
Libristo code
15802767
Publishers
Springer International Publishing AG
Weight
696
Dimensions
258 x 164 x 24
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