EAN: 9783030836399

SPRINGERBRIEFS IN STATISTICS UNCERTAINTY IN E...

This open access book provides an introduction to uncertainty quantification in engineering.
Starting with preliminaries on Bayesian statistics and Monte Carlo methods  followed by
material on imprecise probabilities  it then focuses on reliability theory and simulation
methods for complex systems. The final two chapters discuss various aspects of aerospace
engineering  considering stochastic model updating from an imprecise Bayesian perspective  and
uncertainty quantification for aerospace ight modelling. Written by experts in the subject  and
based on lectures given at the Second Training School of the European Research and Training
Network UTOPIAE (Uncertainty Treatment and Optimization in Aerospace Engineering)  which took
place at Durham University (United Kingdom) from 2 to 6 July 2018  the book offers an essential
resource for students as well as scientists and practitioners.

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