Model Calibration and Parameter Estimation

Ne-Zheng Sun () and Alexander Sun ()
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Ne-Zheng Sun: University of California at Los Angeles, Department of Civil and Environmental Engineering
Alexander Sun: Univeristy of Texas at Austin, Bureau of Economics Geology, Jackson School of Geosciences

in Springer Books from Springer

Date: 2015
Edition: 2015
ISBN: 978-1-4939-2323-6
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Chapters in this book:

Ch 1 Introduction

Ne-Zheng Sun and Alexander Sun

Ch 2 The Classical Inverse Problem

Ne-Zheng Sun and Alexander Sun

Ch 3 Multiobjective Inversion and Regularization

Ne-Zheng Sun and Alexander Sun

Ch 4 Statistical Methods for Parameter Estimation

Ne-Zheng Sun and Alexander Sun

Ch 5 Model Differentiation

Ne-Zheng Sun and Alexander Sun

Ch 6 Model Dimension Reduction

Ne-Zheng Sun and Alexander Sun

Ch 7 Model Structure Identification

Ne-Zheng Sun and Alexander Sun

Ch 8 Development of Data-Driven Models

Ne-Zheng Sun and Alexander Sun

Ch 9 Data Assimilation for Inversion

Ne-Zheng Sun and Alexander Sun

Ch 10 Model Uncertainty Quantification

Ne-Zheng Sun and Alexander Sun

Ch 11 Optimal Experimental Design

Ne-Zheng Sun and Alexander Sun

Ch 12 Goal-Oriented Modeling

Ne-Zheng Sun and Alexander Sun

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DOI: 10.1007/978-1-4939-2323-6

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