Uncertainty Quantification in Computational Fluid Dynamics by Hester Bijl

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Uncertainty Quantification in Computational Fluid Dynamics by Hester Bijl

Fluid flows are characterized by uncertain inputs such as random initial data, material and flux coefficients, and boundary conditions. The current volume addresses the pertinent issue of efficiently computing the flow uncertainty, given this initial randomness. It collects seven original review articles that cover improved versions of the Monte Carlo method (the so-called multi-level Monte Carlo method (MLMC)), moment-based stochastic Galerkin methods and modified versions of the stochastic collocation methods that use adaptive stencil selection of the ENO-WENO type in both physical and stochastic space. The methods are also complemented by concrete applications such as flows around aerofoils and rockets, problems of aeroelasticity (fluid-structure interactions), and shallow water flows for propagating water waves. The wealth of numerical examples provide evidence on the suitability of each proposed method as well as comparisons of different approaches.
SKU Unavailable
ISBN 13 9783319008844
ISBN 10 3319008846
Title Uncertainty Quantification in Computational Fluid Dynamics
Author Hester Bijl
Series Lecture Notes In Computational Science And Engineering
Condition Unavailable
Binding Type Hardback
Publisher Springer International Publishing AG
Year published 2013-10-07
Number of pages 333
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.