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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Bock, Hans Georg (Editor ), Carraro, Thomas (Editor ), Jäger, Willi (Editor ), Körkel, Stefan (Editor ), Rannacher, Rolf (Editor ), Schlöder, Johannes P. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Contributions in Mathematical and Computational Sciences, 4
Temas:
Differential equations.
Numerical analysis.
Mathematics-Data processing.
Mathematical models.
Mathematical optimization.
Calculus of variations.
Differential Equations.
Numerical Analysis.
Computational Science and Engineering.
Mathematical Modeling and Industrial Mathematics.
Calculus of Variations and Optimization.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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