Model Based Parameter Estimation Theory and Applications /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Bock, Hans Georg. (Editor), Carraro, Thomas. (Editor), Jg̃er, Willi. (Editor), Kr̲kel, Stefan. (Editor), Rannacher, Rolf. (Editor), Schld̲er, Johannes P. (Editor)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Series: Contributions in Mathematical and Computational Sciences, 4
• Subjects: Mathematics.; Differential Equations.; Differential equations, partial.; Computer science.; Numerical analysis.; Mathematical optimization.; Ordinary Differential Equations.; Partial Differential Equations.; Numerical Analysis.; Computational Science and Engineering.; Mathematical Modeling and Industrial Mathematics.; Calculus of Variations and Optimal Control; Optimization.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-30367-8

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 mat...

Table of Contents:

• Parameter Estimation and Optimum Experimental Design for Differential Equation Models: H.G. Bock, St. Kr̲kel, J.P. Schld̲er
• 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. Ucn̕ski
• Interaction between Experiment, Modeling and Simulation of Spatial Aspects in the JAK2/STAT5 Signaling Pathway: E. Friedmann, A. C. Pfeifer, R. Neumann, U. Klingm<U+00fc>ller , 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. Jg̃er
• 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.