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    In-flight Icing: Modeling, Prediction, and Uncertainty

    Arizmendi, B. / Morelli, M. / Parma, G. et al. | Springer Verlag | 2020

    In-flight Icing consists of the accumulation of ice over the surfaces of flying crafts, namely aircraft and

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    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Risk Measures in the Context of Robust and Reliability Based Optimization

    Tirado, Elisa Morales / Quagliarella, Domenico | Springer Verlag | 2020

    The base concepts of robust optimization are described and detailed in this chapter. In particular, the approach

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    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Best Practices for Surrogate Based Uncertainty Quantification in Aerodynamics and Application to Robust Shape Optimization

    Sabater, Christian | Springer Verlag | 2020
    use of a robust approach over the classical deterministic optimization, and presents different alternatives for the robust-based and ...
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Simulation Tools for System Analysis and Verification

    Eickhoff, Jens | Springer Verlag | 2009
    the following table. From these tasks the requirements for the spacecraft development and verification infrastructures can be derived directly. ...
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics

    Sequential Parameter Optimization for Mixed-Discrete Problems

    Gentile, Lorenzo / Bartz-Beielstein, Thomas / Zaefferer, Martin | Springer Verlag | 2020
    : discrete (nominal) taking values from a not-sortable set of possible elements, integer variables and variables taking values in a continuous domain ...
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Object Oriented Architecture of Simulators and System Models

    Eickhoff, Jens | Springer Verlag | 2009
    simulators. As apparent from the explanation of the complexity of simulation-based test benches and their real-time requirements as well as from the ...
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics

    Parameter Control in Evolutionary Optimisation

    Antoniou, Margarita / Hribar, Rok / Papa, Gregor | Springer Verlag | 2020

    Finding the global optimum of a complex function is one of the long-standing goals of applied mathematics and

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    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Fundamentals of Filtering

    Greco, Cristian / Vasile, Massimiliano | Springer Verlag | 2020
    and time-discrete observations. It will be shown that, except for very few cases, the filtering problem has no closed-form solution, which is ...
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Multilevel Optimisation

    Antoniou, Margarita / Korošec, Peter | Springer Verlag | 2020
    . Even this simple version of the problem is from a mathematical point of view, complicated and difficult to solve. Therefore, approaches and ...
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Uncertainty Treatment Applications: High-Enthalpy Flow Ground Testing

    Val, Anabel del / Chazot, Olivier / Magin, Thierry | Springer Verlag | 2020
    groups of facilities are complementary to reproduce high-speed flows and high thermal loads. The description focuses on the main elements and ...
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Reliability Theory

    Krpelík, Daniel / Coolen, Frank P. A. / Aslett, Louis J. M. | Springer Verlag | 2020
    subjected to uncertainty. Reliability theory studies the failure laws, i.e. constructs models and reasons with the chance that a device is ...
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Introduction to Imprecise Probabilities

    Krpelík, Daniel / Basu, Tathagata | Springer Verlag | 2020

    Since uncertainty is persistent in engineering analyses, this chapter aimed to introduce methods to describe and

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    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Introduction to Evidence-Based Robust Optimisation

    Filippi, Gianluca / Vasile, Massimiliano | Springer Verlag | 2020

    This chapter introduces the concept of Evidence-Based Robust Optimisation (EBRO) and a few computational methods

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    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Uncertainty Quantification in Lasso-Type Regularization Problems

    Basu, Tathagata / Einbeck, Jochen / Troffaes, Matthias C. M. | Springer Verlag | 2020

    Regularization techniques, which sit at the interface of statistical modeling and machine learning, are often

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    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Response Surface Methodology

    Korondi, Péter Zénó / Marchi, Mariapia / Poloni, Carlo | Springer Verlag | 2020

    Response Surface Methods (RSMs) are statistical and numerical models that approximate the relationship between

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    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Consistent Modeling Technology for all Development Phases

    Eickhoff, Jens | Springer Verlag | 2009
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics

    An Introduction to Many-Objective Evolutionary Optimization

    Irawan, Dani / Naujoks, Boris | Springer Verlag | 2020

    This chapter describes the differences between single-objective, multi-objective, and many-objective optimization

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    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    An Introduction to Imprecise Markov Chains

    Krak, Thomas | Springer Verlag | 2020
    ) stochastic processes, which may or may not be Markovian and which may have different and varying parameter values. Inferences are then performed to ...
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Introduction to Optimisation

    Riccardi, Annalisa / Minisci, Edmondo / Akartunali, Kerem et al. | Springer Verlag | 2020

    This chapter gives a brief introduction to the formulation of optimisation problems and solving algorithms. After

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    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy

    Introduction to Spectral Methods for Uncertainty Quantification

    Reis, João F. / Gori, Giulio / Congedo, Pietro M. et al. | Springer Verlag | 2020
    between the deterministic and the stochastic frameworks, using the one-dimensional heat equation as an example. A simple Monte Carlo (MC ...
    Schlagwörter: Astronomy, Astrophysics and Cosmology , Aerospace Technology and Astronautics , Mathematical and Computational Engineering , Computational Science and Engineering , Physics and Astronomy