Statistical and computational inverse problems

By: Kaipio, JariContributor(s): Somersalo, ErkkiMaterial type: TextTextPublication details: NewYork: Springer Science + Business Media, Inc. [c2005]Description: 339 pISBN: 9780387220734LOC classification: QA1
Contents:
1. Inverse Problems and Interpretation of Measurements 2. Classical Regularization Methods 3. Statistical Inversion Theory 4. Nonstationary Inverse Problems 5. Classical Methods Revisited 6. Model Problems 7. Case Studies
Summary: This book covers the statistical mechanics approach to computational solution of inverse problems, an innovative area of current research with very promising numerical results.
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Item type Current library Collection Shelving location Call number Status Notes Date due Barcode Item holds
Book Book ICTS
Mathematic Rack No 3 QA1 (Browse shelf (Opens below)) Available Billno:IN 002 430; Billdate: 2016-12-30 00631
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1. Inverse Problems and Interpretation of Measurements
2. Classical Regularization Methods
3. Statistical Inversion Theory
4. Nonstationary Inverse Problems
5. Classical Methods Revisited
6. Model Problems
7. Case Studies

This book covers the statistical mechanics approach to computational solution of inverse problems, an innovative area of current research with very promising numerical results.

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