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Computational Uncertainty Quantification for Inverse Problems
Language: en
Pages: 135
Authors: Johnathan M. Bardsley
Categories: Science
Type: BOOK - Published: 2018-08-01 - Publisher: SIAM

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This book is an introduction to both computational inverse problems and uncertainty quantification (UQ) for inverse problems. The book also presents more advanc
An Introduction to Data Analysis and Uncertainty Quantification for Inverse Problems
Language: en
Pages: 275
Authors: Luis Tenorio
Categories: Mathematics
Type: BOOK - Published: 2017-07-06 - Publisher: SIAM

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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
Large-Scale Inverse Problems and Quantification of Uncertainty
Language: en
Pages: 403
Authors: Lorenz Biegler
Categories: Mathematics
Type: BOOK - Published: 2011-06-24 - Publisher: John Wiley & Sons

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This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist met
Large-Scale Inverse Problems and Quantification of Uncertainty
Language: en
Pages: 388
Authors: Lorenz Biegler
Categories: Mathematics
Type: BOOK - Published: 2010-11-15 - Publisher: Wiley

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This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist met
Computational Methods for Inverse Problems
Language: en
Pages: 195
Authors: Curtis R. Vogel
Categories: Mathematics
Type: BOOK - Published: 2002-01-01 - Publisher: SIAM

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Provides a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems.