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Inverse Problem Theory and Methods for Model Parameter Estimation
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While the prediction of observations is a forward problem, the use of actual observations to infer the properties of a model is an inverse problem. Inverse prob
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
Inverse Problem Theory
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Inverse Problem Theory is written for physicists, geophysicists and all scientists facing the problem of quantitative interpretation of experimental data. Altho
Computational Methods for Inverse Problems
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Authors: Curtis R. Vogel
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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
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Preface -- 1. Introduction -- 2. Linear Regression -- 3. Discretizing Continuous Inverse Problems -- 4. Rank Deficiency and Ill-Conditioning -- 5. Tikhonov Regu