Model Based Parameter Estimation Theory and Applications /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Bock, Hans Georg (Επιμελητής έκδοσης), Carraro, Thomas (Επιμελητής έκδοσης), Jäger, Willi (Επιμελητής έκδοσης), Körkel, Stefan (Επιμελητής έκδοσης), Rannacher, Rolf (Επιμελητής έκδοσης), Schlöder, Johannes P. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Σειρά: Contributions in Mathematical and Computational Sciences, 4
• Θέματα: Mathematics.; Differential equations.; Partial differential equations.; Computer mathematics.; Numerical analysis.; Mathematical models.; Calculus of variations.; Ordinary Differential Equations.; Partial Differential Equations.; Numerical Analysis.; Computational Science and Engineering.; Mathematical Modeling and Industrial Mathematics.; Calculus of Variations and Optimal Control; Optimization.

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...

Πίνακας περιεχομένων:

• 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.