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Model based parameter estimation : theory and applications

Author: Hans Georg Bock
Publisher: Berlin ; New York : Springer, ©2013.
Series: Contributions in mathematical and computational sciences, v. 4.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This judicious selection of articles combines mathematical and numerical methods to apply parameter estimation and optimum experimental design in a range of contexts. These include fields as diverse as biology, medicine, chemistry, environmental physics, image processing and computer vision. The material chosen was presented at a multidisciplinary workshop on parameter estimation held in 2009 in Heidelberg. The  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Model based parameter estimation.
Berlin ; New York : Springer, ©2013
(DLC) 2012954944
(OCoLC)839442061
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Hans Georg Bock
ISBN: 9783642303678 3642303676 3642303668 9783642303661 9781299336643 1299336647
OCLC Number: 829106686
Description: 1 online resource (x, 334 pages) : illustrations (some color).
Contents: Parameter Estimation and Optimum Experimental Design for Differential Equation Models / Hans Georg Bock, Stefan Körkel, Johannes P. Schlöder --
Adaptive Finite Element Methods for Parameter Identification Problems / Boris Vexler --
Gauss-Newton Methods for Robust Parameter Estimation / Tanja Binder, Ekaterina Kostina --
An Optimal Scanning Sensor Activation Policy for Parameter Estimation of Distributed Systems / Dariusz Uciński --
Interaction Between Experiment, Modeling and Simulation of Spatial Aspects in the JAK2/STAT5 Signaling Pathway / Elfriede Friedmann, Andrea C. Pfeifer, Rebecca Neumann --
The Importance and Challenges of Bayesian Parameter Learning in Systems Biology / Johanna Mazur, Lars Kaderali --
Experiment Setups and Parameter Estimation in Fluorescence Recovery After Photobleaching Experiments: A Review of Current Practice / J. Beaudouin, Mario S. Mommer, Hans Georg Bock --
Drug Resistance in Infectious Diseases: Modeling, Parameter Estimation and Numerical Simulation / Le Thi Thanh An, Willi Jäger --
Mathematical Models of Hematopoietic Reconstitution After Stem Cell Transplantation / Anna Marciniak-Czochra, Thomas Stiehl --
Combustion Chemistry and Parameter Estimation / Marc Fischer, Uwe Riedel --
Numerical Simulation of Catalytic Reactors by Molecular-Based Models / Olaf Deutschmann, Steffen Tischer --
Model-Based Design of Experiments for Estimating Heat-Transport Parameters in Tubular Reactors / Alexander Badinski, Daniel Corbett --
Parameter Estimation for a Reconstructed SOFC Mixed-Conducting LSCF-Cathode / Thomas Carraro, Jochen Joos --
An Application of Robust Parameter Estimation in Environmental Physics / Alexandra G. Herzog, Felix R. Vogel --
Parameter Estimation in Image Processing and Computer Vision / Christoph S. Garbe, Björn Ommer.
Series Title: Contributions in mathematical and computational sciences, v. 4.
Responsibility: Hans Georg Bock [and others], editors.

Abstract:

This book features papers from a workshop on parameter estimation held in 2009 in Heidelberg. It combines mathematical and numerical methods to apply parameter estimation and optimum experimental  Read more...

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