Model based parameter estimation : theory and applications
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...
保存先:
| 第一著者: | |
|---|---|
| その他の著者: | , , , , , , , , |
| フォーマット: | Livre numérique |
| 言語: | Anglais |
| 出版事項: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| 版: | 1st ed. 2013. |
| シリーズ: | Contributions in Mathematical and Computational Sciences
4 |
| オンライン･アクセス: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| 注記: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Model Based Parameter Estimation, Texte imprimé, 9783642303661 • Model Based Parameter Estimation, Texte imprimé, 9783642440762 • Model Based Parameter Estimation, Texte imprimé, 9783642303685 • Model Based Parameter Estimation, Texte imprimé, 9783642303661 |
目次:
- 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.