Introduction To Uncertainty Quantification

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Introduction to Uncertainty Quantification
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Pages: 351
Authors: T.J. Sullivan
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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
An Introduction to Data Analysis and Uncertainty Quantification for Inverse Problems
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Inverse problems are found in many applications, such as medical imaging, engineering, astronomy, and geophysics, among others. To solve an inverse problem is t
Handbook of Uncertainty Quantification
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Type: BOOK - Published: 2016-05-08 - Publisher: Springer

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The topic of Uncertainty Quantification (UQ) has witnessed massive developments in response to the promise of achieving risk mitigation through scientific predi
Uncertainty Quantification
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Authors: Ralph C. Smith
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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
Uncertainty Quantification
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This book presents the fundamental notions and advanced mathematical tools in the stochastic modeling of uncertainties and their quantification for large-scale