Parameter Estimation and Inverse Problems

Written By Richard C. Aster
Parameter Estimation and Inverse Problems
  • Publsiher : Elsevier
  • Release : 16 October 2018
  • ISBN : 0128134232
  • Pages : 404 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 16 October 2018, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: 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 that correspond to examples that are illustrated with simple, easy to follow problems that illuminate the details of particular numerical methods. Updates to the new edition include more discussions of Laplacian smoothing, an expansion of basis function exercises, the addition of stochastic descent, an improved presentation of Fourier methods and exercises, and more. Features examples that are illustrated with simple, easy to follow problems that illuminate the details of a particular numerical method Includes an online instructor’s guide that helps professors teach and customize exercises and select homework problems Covers updated information on adjoint methods that are presented in an accessible manner

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 : 0128134232
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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

Inverse Problem Theory
  • Author : A. Tarantola
  • Publisher : Elsevier
  • Release Date : 2013-10-14
  • Total pages : 644
  • ISBN : 0128134232
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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 ...

Inverse Problems and Parameter Estimation

Inverse Problems and Parameter Estimation
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1998
  • Total pages : 178
  • ISBN : 0128134232
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Summary : Download or read online Inverse Problems and Parameter Estimation written by , published by which was released on 1998. Get Inverse Problems and Parameter Estimation Books now! Available in PDF, ePub and Kindle....

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 : 0128134232
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Summary : This book proposes a general approach to the basic difficulties appearing in the resolution of inverse problems....

Inverse Problems in Diffusion Processes

Inverse Problems in Diffusion Processes
  • Author : Heinz W. Engl,William Rundell
  • Publisher : SIAM
  • Release Date : 1995-01-01
  • Total pages : 232
  • ISBN : 0128134232
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Summary : This collection of expository papers encompasses both the theoretical and physical application side of inverse problems in diffusion processes....

Inverse Problems in Engineering Mechanics

Inverse Problems in Engineering Mechanics
  • Author : Masataka Tanaka,G.S. Dulikravich
  • Publisher : Elsevier
  • Release Date : 1998-11-09
  • Total pages : 622
  • ISBN : 0128134232
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Summary : Inverse problems can be found in many topics of engineering mechanics. There are many successful applications in the fields of inverse problems (non-destructive testing and characterization of material properties by ultrasonic or X-ray techniques, thermography, etc.). Generally speaking, the inverse problems are concerned with the determination of the input and ...

Nonlinear Least Squares for Inverse Problems

Nonlinear Least Squares for Inverse Problems
  • Author : Guy Chavent
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-03-14
  • Total pages : 360
  • ISBN : 0128134232
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Summary : The domain of inverse problems has experienced a rapid expansion, driven by the increase in computing power and the progress in numerical modeling. When I started working on this domain years ago, I became somehow fr- tratedtoseethatmyfriendsworkingonmodelingwhereproducingexistence, uniqueness, and stability results for the solution of their equations, but that I ...

Parameter Estimation and Inverse Problems for Reactive Transport Models in Bioirrigated Sediments

Parameter Estimation and Inverse Problems for Reactive Transport Models in Bioirrigated Sediments
  • Author : Donal L. McCormack
  • Publisher : Unknown
  • Release Date : 2020
  • Total pages : 212
  • ISBN : 0128134232
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Summary : Download or read online Parameter Estimation and Inverse Problems for Reactive Transport Models in Bioirrigated Sediments written by Donal L. McCormack, published by which was released on 2020. Get Parameter Estimation and Inverse Problems for Reactive Transport Models in Bioirrigated Sediments Books now! Available in PDF, ePub and Kindle....

Numerical Methods for Inverse Problems

Numerical Methods for Inverse Problems
  • Author : Michel Kern
  • Publisher : John Wiley & Sons
  • Release Date : 2016-03-31
  • Total pages : 228
  • ISBN : 0128134232
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Summary : This book studies methods to concretely address inverse problems. An inverse problem arises when the causes that produced a given effect must be determined or when one seeks to indirectly estimate the parameters of a physical system. The author uses practical examples to illustrate inverse problems in physical sciences. He ...

Advances in Heat Transfer

Advances in Heat Transfer
  • Author : Anonim
  • Publisher : Academic Press
  • Release Date : 2016-10-25
  • Total pages : 350
  • ISBN : 0128134232
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Summary : Advances in Heat Transfer fills the information gap between regularly scheduled journals and university-level textbooks by providing in-depth review articles that are from a broader scope than in traditional journals or texts. The articles, which serve as a broad review for experts in the field, are also of great interest ...

Parameter Estimation at Regional Scale Through Solution of the Inverse Problem

Parameter Estimation at Regional Scale Through Solution of the Inverse Problem
  • Author : Ahmeda M. Salem
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 152
  • ISBN : 0128134232
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Summary : Download or read online Parameter Estimation at Regional Scale Through Solution of the Inverse Problem written by Ahmeda M. Salem, published by which was released on 2006. Get Parameter Estimation at Regional Scale Through Solution of the Inverse Problem Books now! Available in PDF, ePub and Kindle....

Thermal Radiation Heat Transfer

Thermal Radiation Heat Transfer
  • Author : John R. Howell,M. Pinar Mengüc,Kyle Daun,Robert Siegel
  • Publisher : CRC Press
  • Release Date : 2020-12-10
  • Total pages : 1006
  • ISBN : 0128134232
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Summary : The seventh edition of this classic text outlines the fundamental physical principles of thermal radiation, as well as analytical and numerical techniques for quantifying radiative transfer between surfaces and within participating media. The textbook includes newly expanded sections on surface properties, electromagnetic theory, scattering and absorption of particles, and near-field ...

OPTIMIZATION AND OPERATIONS RESEARCH Volume III

OPTIMIZATION AND OPERATIONS RESEARCH     Volume III
  • Author : Ulrich Derigs
  • Publisher : EOLSS Publications
  • Release Date : 2009-02-09
  • Total pages : 438
  • ISBN : 0128134232
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Summary : Optimization and Operations Research is a component of Encyclopedia of Mathematical Sciences in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The Theme on Optimization and Operations Research is organized into six different topics which represent the main scientific areas of ...

Mathematics in Science and Technology

Mathematics in Science and Technology
  • Author : A. H. Siddiqi
  • Publisher : World Scientific
  • Release Date : 2011
  • Total pages : 556
  • ISBN : 0128134232
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Summary : This unique volume presents reviews of research in several important areas of applications of mathematical concepts to science and technology, for example applications of inverse problems and wavelets to real world systems. The book provides a comprehensive overview of current research of several outstanding scholars engaged in diverse fields such ...

Model Calibration and Parameter Estimation

Model Calibration and Parameter Estimation
  • Author : Ne-Zheng Sun,Alexander Sun
  • Publisher : Springer
  • Release Date : 2015-07-01
  • Total pages : 621
  • ISBN : 0128134232
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Summary : This three-part book provides a comprehensive and systematic introduction to these challenging topics such as model calibration, parameter estimation, reliability assessment, and data collection design. Part 1 covers the classical inverse problem for parameter estimation in both deterministic and statistical frameworks, Part 2 is dedicated to system identification, hyperparameter estimation, and model ...