Statistical and Computational Inverse Problems

Statistical and Computational Inverse Problems
Author: Jari Kaipio
Publisher: Springer Science & Business Media
Total Pages: 346
Release: 2006-03-30
Genre: Mathematics
ISBN: 0387271325

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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 numerical results. The techniques are applied to a number of real world applications such as limited angle tomography, image deblurring, electical impedance tomography, and biomagnetic inverse problems. Contains detailed examples throughout and includes a chapter on case studies where such methods have been implemented in biomedical engineering.


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
Statistical and Computational Inverse Problems
Language: en
Pages: 0
Authors: Jari Kaipio
Categories: Mathematics
Type: BOOK - Published: 2008-11-01 - Publisher: Springer

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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.
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
Computational Methods for Applied Inverse Problems
Language: en
Pages: 552
Authors: Yanfei Wang
Categories: Mathematics
Type: BOOK - Published: 2012-10-30 - Publisher: Walter de Gruyter

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Nowadays inverse problems and applications in science and engineering represent an extremely active research field. The subjects are related to mathematics, phy