Parameter Estimation and Inverse Problems

Written By Richard C. Aster
Parameter Estimation and Inverse Problems
  • Publsiher : Academic Press
  • Release : 13 May 2021
  • ISBN : 0123850487
  • Pages : 360 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Parameter Estimation and Inverse Problems written by Richard C. Aster which was release on 13 May 2021, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Parameter Estimation and Inverse Problems, Second Edition provides geoscience students and professionals with answers to common questions like how one can derive a physical model from a finite set of observations containing errors, and how one may determine the quality of such a model. This book takes on these fundamental and challenging problems, introducing students and professionals to the broad range of approaches that lie in the realm of inverse theory. The authors present both the underlying theory and practical algorithms for solving inverse problems. The authors' treatment is appropriate for geoscience graduate students and advanced undergraduates with a basic working knowledge of calculus, linear algebra, and statistics. Parameter Estimation and Inverse Problems, Second Edition introduces readers to both Classical and Bayesian approaches to linear and nonlinear problems with particular attention paid to computational, mathematical, and statistical issues related to their application to geophysical problems. The textbook includes Appendices covering essential linear algebra, statistics, and notation in the context of the subject. Includes appendices for review of needed concepts in linear, statistics, and vector calculus. Accessible to students and professionals without a highly specialized mathematical background.

Parameter Estimation and Inverse Problems

Parameter Estimation and Inverse Problems
  • Author : Richard C. Aster,Brian Borchers,Clifford H. Thurber
  • Publisher : Academic Press
  • Release Date : 2013
  • Total pages : 360
  • ISBN : 0123850487
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Summary : Parameter Estimation and Inverse Problems, Second Edition provides geoscience students and professionals with answers to common questions like how one can derive a physical model from a finite set of observations containing errors, and how one may determine the quality of such a model. This book takes on these fundamental ...

Parameter Estimation and Inverse Problems

Parameter Estimation and Inverse Problems
  • Author : Richard C. Aster,Brian Borchers,Clifford H. Thurber
  • Publisher : Elsevier
  • Release Date : 2018-10-16
  • Total pages : 404
  • ISBN : 0123850487
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Summary : 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 students in the physical sciences who do not have an extensive mathematical background. The book is complemented by a companion website that includes MATLAB codes ...

Inverse Problem Theory and Methods for Model Parameter Estimation

Inverse Problem Theory and Methods for Model Parameter Estimation
  • Author : Albert Tarantola
  • Publisher : SIAM
  • Release Date : 2005-01-01
  • Total pages : 342
  • ISBN : 0123850487
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Summary : This book proposes a general approach to the basic difficulties appearing in the resolution of inverse problems....

Inverse Problem Theory

Inverse Problem Theory
  • Author : A. Tarantola
  • Publisher : Elsevier
  • Release Date : 2013-10-14
  • Total pages : 644
  • ISBN : 0123850487
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Summary : Inverse Problem Theory is written for physicists, geophysicists and all scientists facing the problem of quantitative interpretation of experimental data. Although it contains a lot of mathematics, it is not intended as a mathematical book, but rather tries to explain how a method of acquisition of information can be applied ...

Parameter Identification and Inverse Problems in Hydrology Geology and Ecology

Parameter Identification and Inverse Problems in Hydrology  Geology and Ecology
  • Author : Johannes Gottlieb,Paul DuChateau
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 302
  • ISBN : 0123850487
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Summary : The Workshop on Parameter Identification and Inverse Problems in Hydrology, Geology and Ecology, Karlsruhe, April 10-12, 1995, was organized to bring to gether an interdisciplinary group drawn from the areas of science, engineering and mathematics for the following purposes: - to promote, encourage and influence more understanding and cooperation in the ...

Time Series Analysis and Inverse Theory for Geophysicists

Time Series Analysis and Inverse Theory for Geophysicists
  • Author : David Gubbins
  • Publisher : Cambridge University Press
  • Release Date : 2004-03-18
  • Total pages : 255
  • ISBN : 0123850487
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Summary : The first textbook covering spectral analysis and geophysical data inversion for undergraduate and graduate students....

Introduction to Inverse Problems in Imaging

Introduction to Inverse Problems in Imaging
  • Author : M. Bertero,P. Boccacci
  • Publisher : CRC Press
  • Release Date : 2020-08-30
  • Total pages : 364
  • ISBN : 0123850487
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Summary : This is a graduate textbook on the principles of linear inverse problems, methods of their approximate solution, and practical application in imaging. The level of mathematical treatment is kept as low as possible to make the book suitable for a wide range of readers from different backgrounds in science and ...

Desenvolvimento Economico Local No Estado

Desenvolvimento Economico Local No Estado
  • Author : Fauré,Hasenclever
  • Publisher : Editora E-papers
  • Release Date : 2021-05-13
  • Total pages : 212
  • ISBN : 0123850487
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Summary : As idéias e análises contidas neste livro foram desenvolvidas durante três anos de estudos sobre o tecido empresarial, os projetos de apoio e as instituições municipais em vários sítios do estado do Rio de Janeiro, Brasil, com o objetivo de contribuir para um melhor ...

Inverse Problems in Engineering

Inverse Problems in Engineering
  • Author : Nicholas Zabaras,Keith A. Woodbury,Martin Raynaud
  • Publisher : Amer Society of Mechanical
  • Release Date : 1993
  • Total pages : 369
  • ISBN : 0123850487
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Summary : Download or read online Inverse Problems in Engineering written by Nicholas Zabaras,Keith A. Woodbury,Martin Raynaud, published by Amer Society of Mechanical which was released on 1993. Get Inverse Problems in Engineering Books now! Available in PDF, ePub and Kindle....

Computational Methods for Inverse Problems

Computational Methods for Inverse Problems
  • Author : Curtis R. Vogel
  • Publisher : SIAM
  • Release Date : 2002-01-01
  • Total pages : 183
  • ISBN : 0123850487
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Summary : Provides a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems....

An Inverse Approach to the Estimation of the Tissue Thermal Properties and the Determination of the Optimal Treatment Time in Cryosurgical Applications

An Inverse Approach to the Estimation of the Tissue Thermal Properties and the Determination of the Optimal Treatment Time in Cryosurgical Applications
  • Author : Leslie Ann Scott
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 324
  • ISBN : 0123850487
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Summary : Download or read online An Inverse Approach to the Estimation of the Tissue Thermal Properties and the Determination of the Optimal Treatment Time in Cryosurgical Applications written by Leslie Ann Scott, published by which was released on 1993. Get An Inverse Approach to the Estimation of the Tissue Thermal Properties and ...

Journal of the Indian Institute of Science

Journal of the Indian Institute of Science
  • Author : Indian Institute of Science, Bangalore
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 212
  • ISBN : 0123850487
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Summary : Download or read online Journal of the Indian Institute of Science written by Indian Institute of Science, Bangalore, published by which was released on 1992. Get Journal of the Indian Institute of Science Books now! Available in PDF, ePub and Kindle....

Iterative Optimization in Inverse Problems

Iterative Optimization in Inverse Problems
  • Author : Charles L. Byrne
  • Publisher : CRC Press
  • Release Date : 2014-02-12
  • Total pages : 300
  • ISBN : 0123850487
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Summary : Iterative Optimization in Inverse Problems brings together a number of important iterative algorithms for medical imaging, optimization, and statistical estimation. It incorporates recent work that has not appeared in other books and draws on the author’s considerable research in the field, including his recently developed class of SUMMA algorithms. ...

Approximation Techniques for Parameter Estimation and Feedback Control for Distributed Models of Large Flexible Structures

Approximation Techniques for Parameter Estimation and Feedback Control for Distributed Models of Large Flexible Structures
  • Author : Institute for Computer Applications in Science and Engineering,H. T. Banks
  • Publisher : Unknown
  • Release Date : 1984
  • Total pages : 22
  • ISBN : 0123850487
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Summary : Download or read online Approximation Techniques for Parameter Estimation and Feedback Control for Distributed Models of Large Flexible Structures written by Institute for Computer Applications in Science and Engineering,H. T. Banks, published by which was released on 1984. Get Approximation Techniques for Parameter Estimation and Feedback Control for Distributed Models ...

Seventh Inverse Problems in Engineering Seminar

Seventh Inverse Problems in Engineering Seminar
  • Author : Henry R. Busby,Lijia Guo
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 212
  • ISBN : 0123850487
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Summary : Download or read online Seventh Inverse Problems in Engineering Seminar written by Henry R. Busby,Lijia Guo, published by which was released on 1995. Get Seventh Inverse Problems in Engineering Seminar Books now! Available in PDF, ePub and Kindle....