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Many scientific, medical or engineering problems raise the issue of recovering some physical quantities from indirect measurements; for instance, detecting or q
Handbook of Uncertainty Quantification
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Type: BOOK - Published: 2016-05-08 - Publisher: Springer

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The topic of Uncertainty Quantification (UQ) has witnessed massive developments in response to the promise of achieving risk mitigation through scientific predi
Parameter Estimation and Inverse Problems
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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
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Authors: Lorenz Biegler
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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
Statistical and Computational Inverse Problems
Language: en
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Authors: Jari Kaipio
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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