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Identification of the Exchange Coefficient from Indirect Data for a Coupled Continuum Pipe-Flow Model
Authors:Xinming WU  Philipp KUGLER  Shuai LU
Affiliation:1. School of Mathematical Sciences, Fudan University, Shanghai, 200433, China
2. Institute for Applied Mathematics and Statistics, University of Hohenheim, 70599, Stuttgart, Germany
4. Johann Radon Institute for Computational and Applied Mathematics (RICAM), Altenbergerstrasse 69, A-4040, Linz, Austria
3. School of Mathematical Sciences, Fudan University, Shanghai, 200433, China
Abstract:Calibration and identification of the exchange effect between the karst aquifers and the underlying conduit network are important issues in order to gain a better understanding of these hydraulic systems. Based on a coupled continuum pipe-flow (CCPF for short) model describing flows in karst aquifers, this paper is devoted to the identification of an exchange rate function, which models the hydraulic interaction between the fissured volume (matrix) and the conduit, from the Neumann boundary data, i.e., matrix/conduit seepage velocity. The authors formulate this parameter identification problem as a nonlinear operator equation and prove the compactness of the forward mapping. The stable approximate solution is obtained by two classic iterative regularization methods, namely, the Landweber iteration and Levenberg-Marquardt method. Numerical examples on noisefree and noisy data shed light on the appropriateness of the proposed approaches.
Keywords:CCPF model   Landweber iteration   Levenberg-Marquardt method
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