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Model Based Parameter Estimation: Theory and Applications

Parameter Estimation and Optimum Experimental Design for Differential Equation Models: H.G. Bock, St. Körkel, J.P. Schlöder -- Adaptive Finite Element Methods for Parameter Identification Problems: B. Vexler -- Gauss-Newton Methods for Robust Parameter Estimation: T. Binder, E. Kostina -- An Optim...

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Bibliographic Details
Other Authors: Bock, Hans Georg (Editor) , Carraro, Thomas (Editor) , Jäger, Willi (Editor) , Körkel, Stefan (Editor) , Rannacher, Rolf (Other) , Schlöder, Johannes P. (Other)
Format: Conference Paper
Language:English
Published: Berlin Heidelberg Springer 2013
Series:Contributions in Mathematical and Computational Sciences 4
SpringerLink Bücher
Volumes / Articles: Show Volumes / Articles.
DOI:10.1007/978-3-642-30367-8
Subjects:
Konferenzschrift > 2009 > Heidelberg
Differentialgleichung
Mathematisches Modell
Optimale Versuchsplanung
Parameterschätzung
Online Access:Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1007/978-3-642-30367-8
Resolving-System, lizenzpflichtig, Volltext: http://dx.doi.org/10.1007/978-3-642-30367-8
Cover: https://swbplus.bsz-bw.de/bsz379695812cov.jpg
Verlag, Zentralblatt MATH, Inhaltstext: https://zbmath.org/?q=an:1261.65002
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Author Notes:edited by Hans Georg Bock, Thomas Carraro, Willi Jäger, Stefan Körkel, Rolf Rannacher, Johannes P. Schlöder
Table of Contents:
  • Parameter Estimation and Optimum Experimental Design for Differential Equation Models: H.G. Bock, St. Körkel, J.P. Schlöder
  • Adaptive Finite Element Methods for Parameter Identification Problems: B. Vexler
  • Gauss-Newton Methods for Robust Parameter Estimation: T. Binder, E. Kostina
  • An Optimal Scanning Sensor Activation Policy for Parameter Estimation of Distributed Systems: D. Ucínski
  • Interaction between Experiment, Modeling and Simulation of Spatial Aspects in the JAK2/STAT5 Signaling Pathway: E. Friedmann, A. C. Pfeifer, R. Neumann, U. Klingmüller , R. Rannacher
  • The Importance and Challenges of Bayesian Parameter Learning in Systems Biology: J. Mazur, L. Kaderali
  • Experiment Setups and Parameter Estimation in Fluorescence Recovery After Photobleaching Experiments: A Review of Current Practice: J. Beaudouin, M. S. Mommer, H. G. Bock, R. Eils
  • Drug Resistance in Infectious Diseases: Modeling, Parameter Estimation and Numerical Simulation: Le Thi Thanh An, W. Jäger
  • Mathematical Models of Hematopoietic Reconstitution after Stem Cell Transplantation: A. Marciniak-Czochra, Th. Stiehl
  • Combustion Chemistry and Parameter Estimation: M. Fischer, U. Riedel
  • Numerical Simulation of Catalytic Reactors by Molecular-Based Models: O. Deutschmann, St. Tischer
  • Model-Based Design of Experiments for Estimating Heat-Transport Parameters in Tubular Reactors: A.Badinski, D. Corbett
  • Parameter Estimation for a Reconstructed SOFC Mixed-Conducting LSCF-Cathode: Th. Carraro, J. Joos
  • An Application of Robust Parameter Estimation in Environmental Physics: G. Herzog, F. R. Vogel
  • Parameter Estimation in Image Processing and Computer Vision: Ch. S. Garbe, B. Ommer.​.

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