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Statistical and Computational Inverse Problems
Language: en
Pages: 346
Authors: Jari Kaipio
Categories: Mathematics
Type: BOOK - Published: 2006-03-30 - Publisher: Springer Science & Business Media

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This book covers the statistical mechanics approach to computational solution of inverse problems, an innovative area of current research with very promising nu
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.
Parameter Estimation and Inverse Problems
Language: en
Pages: 406
Authors: Richard C. Aster
Categories: Science
Type: BOOK - Published: 2018-10-16 - Publisher: Elsevier

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Parameter Estimation and Inverse Problems, Third Edition, is structured around a course at New Mexico Tech and is designed to be accessible to typical graduate
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
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