Titlebook: Optimization Under Uncertainty with Applications to Aerospace Engineering; Massimiliano Vasile Book 2021 Springer Nature Switzerland AG 20

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Best Practices for Surrogate Based Uncertainty Quantification in Aerodynamics and Application to Rohe Uncertainty Quantification of operational and geometrical uncertainties is a cost-effective solution for high dimensional models if the gradient information is introduced by means of the adjoint method. Finally, the proposed methodology is applied through the reliability-based optimization of an airfoil under operational uncertainties.

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for cutting edge research.Provides the most modern techniqueIn an expanding world with limited resources, optimization and uncertainty quantification have become a necessity when handling complex systems and processes. This book provides the foundational material necessary for those who wish to emba

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Uncertainty Treatment Applications: High-Enthalpy Flow Ground Testing,Finally, conclusions and remarks concerning uncertainty quantification challenges for atmospheric entry flows are discussed with special emphasis on the multi-physics and high-dimensionality aspects of the system. A recount on the state of the art on safety margins is given as well.

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Reliability Theory,y studies the failure laws, i.e. constructs models and reasons with the chance that a device is functioning. Once we have obtained such models, we can take the reliability aspects into account during the design process..This chapter introduces basics of mathematical reliability theory with emphasis