A Reduced Order Parameter Estimation Technique Using Orthonormal Wavelets

In this work we introduce methods for model order reduction using orthonormal wavelets. Specifically, we propose techniques and algorithms for wavelet-based reduced order parameter estimation using orthonormal wavelets for solving nonlinear least squares problems. Approaches for parameter reduction...

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Bibliographic Details

Published in:	scholarworks - UTEP (The University of Texas at El Paso)
Main Author:	Miguel Hernandez
Format:	Article
Language:	English
Published:	The University of Texas at El Paso 2011
Subjects:	Model Reduction and Neural Networks Reservoir Engineering and Simulation Methods Advanced Mathematical Modeling in Engineering orthonormal wavelets model reduction nonlinear least squares wavelet transform multilevel decomposition groundwater hydraulics permeability field inverse problems
Online Access:	https://digitalcommons.utep.edu/open_etd/2313
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