Model Calibration and Parameter Estimation: For Environmental and Water Resource Systems

Author:   Ne-Zheng Sun ,  Alexander Sun
Publisher:   Springer-Verlag New York Inc.
Edition:   2015 ed.
ISBN:  

9781493923229


Pages:   621
Publication Date:   02 July 2015
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Model Calibration and Parameter Estimation: For Environmental and Water Resource Systems


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Author:   Ne-Zheng Sun ,  Alexander Sun
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   2015 ed.
Dimensions:   Width: 15.50cm , Height: 3.50cm , Length: 23.50cm
Weight:   1.434kg
ISBN:  

9781493923229


ISBN 10:   1493923226
Pages:   621
Publication Date:   02 July 2015
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- The Classical Inverse Problem.- The Gauss-Newton Method.- Multiobjective Inversion and Regularization.- Statistical Methods for Parameter Estimation.- Model Differentiation.- Model Dimension Reduction.- Development of Data-Driven Models.- Data Assimilation for Inversion.- Model Uncertainty Quantification.- Optimal Experimental Design.- Goal-Oriented Modeling.

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Author Information

Ne-Zheng Sun, Adjunct Professor, Civil & Environmental Engineering Department, University of California at Los Angles, USA Alexander Y. Sun, Research Scientist, Bureau of Economic Geology, Jackson School of Geosciences, University of Texas at Austin, USA

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