Statistical and computational inverse problems
Author(s)
Bibliographic Information
Statistical and computational inverse problems
（Applied mathematical sciences, v. 160）
Springer, c2005
- : pbk.
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Note
Includes bibliographical references (p. [329]-335) and index
With 102 figures
Description and Table of Contents
Description
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.
Table of Contents
Inverse Problems and Interpretation of Measurements.- Classical Regularization Methods.- Statistical Inversion Theory.- Nonstationary Inverse Problems.- Classical Methods Revisited.- Model Problems.- Case Studies.
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