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Titlebook: Uncertainty Quantification in Computational Fluid Dynamics; Hester Bijl,Didier Lucor,Christoph Schwab Book 2013 Springer International Pub

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书目名称Uncertainty Quantification in Computational Fluid Dynamics
编辑Hester Bijl,Didier Lucor,Christoph Schwab
视频video
概述Presentation of the highly relevant issue of UQ in CFD.A broad spectrum of methods to efficiently compute uncertainty.Large number of numerical examples as verification of the proposed methods and the
丛书名称Lecture Notes in Computational Science and Engineering
图书封面Titlebook: Uncertainty Quantification in Computational Fluid Dynamics;  Hester Bijl,Didier Lucor,Christoph Schwab Book 2013 Springer International Pub
描述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.
出版日期Book 2013
关键词Adaptive stencil selection; Computational fluid dynamics; Monte Carlo; Shock waves; Uncertainty quantifi
版次1
doihttps://doi.org/10.1007/978-3-319-00885-1
isbn_softcover978-3-319-34666-3
isbn_ebook978-3-319-00885-1Series ISSN 1439-7358 Series E-ISSN 2197-7100
issn_series 1439-7358
copyrightSpringer International Publishing Switzerland 2013
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Uncertainty Quantification in Computational Fluid Dynamics978-3-319-00885-1Series ISSN 1439-7358 Series E-ISSN 2197-7100
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Implementation of Intrusive Polynomial Chaos in CFD Codes and Application to 3D Navier-Stokes,ronment. E.g. in aeronautics the objectives set by the EU are to reduce aircraft development costs by resp. 20 and 50 % in the short and long term. Virtual prototyping and advanced design optimization, which largely depend on the predictive performance and the reliability of simulation software, are essential tools to reach this goal.
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Philip Beran,Bret Stanfords regularization which is usually called infrared regularization, might be achieved, for example, by means of the transformation (m. − k. − i0) → (m. − k. − iɛ), where ɛ > 0. On the other hand, it is also convenient to handle the ultraviolet regularization which improves the asymptotic behaviour of
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