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Introduction to Uncertainty Quantification

Af: T.J. Sullivan Engelsk Hardback

Introduction to Uncertainty Quantification

Af: T.J. Sullivan Engelsk Hardback
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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 mathematical methods by which they can be achieved. Complete with exercises throughout, the book will equip readers with both theoretical understanding and practical experience of the key mathematical and algorithmic tools underlying the treatment of uncertainty in modern applied mathematics. Students and readers alike are encouraged to apply the mathematical methods discussed in this book to their own favorite problems to understand their strengths and weaknesses, also making the text suitable for a self-study.

Uncertainty quantification is a topic of increasing practical importance at the intersection of applied mathematics, statistics, computation and numerous application areas in science and engineering. This text is designed as an introduction to UQ for senior undergraduate and graduate students with a mathematical or statistical background and also for researchers from the mathematical sciences or from applications areas who are interested in the field.

T. J. Sullivan was Warwick Zeeman Lecturer at the Mathematics Institute of the University of Warwick, United Kingdom, from 2012 to 2015.  Since 2015, he is Junior Professor of Applied Mathematics at the Free University of Berlin, Germany, with specialism in Uncertainty and Risk Quantification.

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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 mathematical methods by which they can be achieved. Complete with exercises throughout, the book will equip readers with both theoretical understanding and practical experience of the key mathematical and algorithmic tools underlying the treatment of uncertainty in modern applied mathematics. Students and readers alike are encouraged to apply the mathematical methods discussed in this book to their own favorite problems to understand their strengths and weaknesses, also making the text suitable for a self-study.

Uncertainty quantification is a topic of increasing practical importance at the intersection of applied mathematics, statistics, computation and numerous application areas in science and engineering. This text is designed as an introduction to UQ for senior undergraduate and graduate students with a mathematical or statistical background and also for researchers from the mathematical sciences or from applications areas who are interested in the field.

T. J. Sullivan was Warwick Zeeman Lecturer at the Mathematics Institute of the University of Warwick, United Kingdom, from 2012 to 2015.  Since 2015, he is Junior Professor of Applied Mathematics at the Free University of Berlin, Germany, with specialism in Uncertainty and Risk Quantification.

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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 342
ISBN-13: 9783319233949
Indbinding: Hardback
Udgave:
ISBN-10: 3319233947
Kategori: Numerisk analyse
Udg. Dato: 21 dec 2015
Længde: 25mm
Bredde: 246mm
Højde: 165mm
Forlag: Springer International Publishing AG
Oplagsdato: 21 dec 2015
Forfatter(e): T.J. Sullivan
Forfatter(e) T.J. Sullivan

Kategori Numerisk analyse

ISBN-13 9783319233949

Sprog Engelsk

Indbinding Hardback

Sider 342

Udgave

Længde 25mm

Bredde 246mm

Højde 165mm

Udg. Dato 21 dec 2015

Oplagsdato 21 dec 2015

Forlag Springer International Publishing AG