Quantification of Uncertainty: Improving Efficiency and Technology

Quantification of Uncertainty: Improving Efficiency and Technology
Author: Marta D'Elia
Publisher: Springer Nature
Total Pages: 290
Release: 2020-07-30
Genre: Mathematics
ISBN: 3030487210

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This book explores four guiding themes – reduced order modelling, high dimensional problems, efficient algorithms, and applications – by reviewing recent algorithmic and mathematical advances and the development of new research directions for uncertainty quantification in the context of partial differential equations with random inputs. Highlighting the most promising approaches for (near-) future improvements in the way uncertainty quantification problems in the partial differential equation setting are solved, and gathering contributions by leading international experts, the book’s content will impact the scientific, engineering, financial, economic, environmental, social, and commercial sectors.


Quantification of Uncertainty: Improving Efficiency and Technology
Language: en
Pages: 290
Authors: Marta D'Elia
Categories: Mathematics
Type: BOOK - Published: 2020-07-30 - Publisher: Springer Nature

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This book explores four guiding themes – reduced order modelling, high dimensional problems, efficient algorithms, and applications – by reviewing recent al
Uncertainty Quantification in Computational Fluid Dynamics and Aircraft Engines
Language: en
Pages: 99
Authors: Francesco Montomoli
Categories: Technology & Engineering
Type: BOOK - Published: 2015-02-19 - Publisher: Springer

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This book introduces novel design techniques developed to increase the safety of aircraft engines. The authors demonstrate how the application of uncertainty me
Uncertainty Quantification
Language: en
Pages: 400
Authors: Ralph C. Smith
Categories: Computers
Type: BOOK - Published: 2013-12-02 - Publisher: SIAM

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The field of uncertainty quantification is evolving rapidly because of increasing emphasis on models that require quantified uncertainties for large-scale appli
Introduction to Uncertainty Quantification
Language: en
Pages: 351
Authors: T.J. Sullivan
Categories: Mathematics
Type: BOOK - Published: 2015-12-14 - Publisher: Springer

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This text provides a framework in which the main objectives of the field of uncertainty quantification (UQ) are defined and an overview of the range of mathemat
Uncertainty Quantification in Multiscale Materials Modeling
Language: en
Pages: 604
Authors: Yan Wang
Categories: Materials science
Type: BOOK - Published: 2020-03-12 - Publisher: Woodhead Publishing Limited

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Uncertainty Quantification in Multiscale Materials Modeling provides a complete overview of uncertainty quantification (UQ) in computational materials science.