Bock, Hans Georg

Model Based Parameter Estimation

Bock, Hans Georg - Model Based Parameter Estimation, ebook


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ISBN: 9783642303678
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Table of contents

1. Parameter Estimation and Optimum Experimental Design for Differential Equation Models
Hans Georg Bock, Stefan Körkel, Johannes P. Schlöder

2. Adaptive Finite Element Methods for Parameter Identification Problems
Boris Vexler

3. Gauss–Newton Methods for Robust Parameter Estimation
Tanja Binder, Ekaterina Kostina

4. An Optimal Scanning Sensor Activation Policy for Parameter Estimation of Distributed Systems
Dariusz Uciński

5. Interaction Between Experiment, Modeling and Simulation of Spatial Aspects in the JAK2/STAT5 Signaling Pathway
Elfriede Friedmann, Andrea C. Pfeifer, Rebecca Neumann, Ursula Klingmüller, Rolf Rannacher

6. The Importance and Challenges of Bayesian Parameter Learning in Systems Biology
Johanna Mazur, Lars Kaderali

7. Experiment Setups and Parameter Estimation in Fluorescence Recovery After Photobleaching Experiments: A Review of Current Practice
J. Beaudouin, Mario S. Mommer, Hans Georg Bock, Roland Eils

8. Drug Resistance in Infectious Diseases: Modeling, Parameter Estimation and Numerical Simulation
Le Thi Thanh An, Willi Jäger

9. Mathematical Models of Hematopoietic Reconstitution After Stem Cell Transplantation
Anna Marciniak-Czochra, Thomas Stiehl

10. Combustion Chemistry and Parameter Estimation
Marc Fischer, Uwe Riedel

11. Numerical Simulation of Catalytic Reactors by Molecular-Based Models
Olaf Deutschmann, Steffen Tischer

12. Model-Based Design of Experiments for Estimating Heat-Transport Parameters in Tubular Reactors
Alexander Badinski, Daniel Corbett

13. Parameter Estimation for a Reconstructed SOFC Mixed-Conducting LSCF-Cathode
Thomas Carraro, Jochen Joos

14. An Application of Robust Parameter Estimation in Environmental Physics
Alexandra G. Herzog, Felix R. Vogel

15. Parameter Estimation in Image Processing and Computer Vision
Christoph S. Garbe, Björn Ommer

Keywords: Mathematics, Ordinary Differential Equations, Partial Differential Equations, Numerical Analysis, Computational Science and Engineering, Mathematical Modeling and Industrial Mathematics, Calculus of Variations and Optimal Control, Optimization

Publication year
Contributions in Mathematical and Computational Sciences
Natural Sciences

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