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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Yazar: Bock, Hans Georg (Yayın yönetmeni)
Diğer Yazarlar: Carraro, Thomas (Editör), Jäger, Willi (Editör), Körkel, Stefan (Editör), Rannacher, Rolf (Editör, Yayın yönetmeni), Schlöder, Johannes P. (Editör), Carraro, Thomas, 19..- (Yayın yönetmeni), Jäger, Willi, 1940- (Yayın yönetmeni), Körkel, Stefan, 19..- (Yayın yönetmeni), Schlöder, Johannes P., 19..- (Yayın yönetmeni)
Materyal Türü: Livre numérique
Dil:Anglais
Baskı/Yayın Bilgisi: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Edisyon:1st ed. 2013.
Seri Bilgileri:Contributions in Mathematical and Computational Sciences 4
Online Erişim:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Not: 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
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100 1 |a Bock, Hans Georg. 
245 1 0 |a Model based parameter estimation :  |b theory and applications   |c edited by Hans Georg Bock, Thomas Carraro, Willi Jäger, Stefan Körkel, Rolf Rannacher, Johannes P. Schlöder. 
250 |a 1st ed. 2013. 
260 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg. 
260 |a Cham :  |b Springer Nature,  |c [20..]. 
490 0 |a Contributions in Mathematical and Computational Sciences  |v 4  |x 2191-3048 
500 |a Archives Springer e-books (Licence nationale) 
500 |a Archives Springer e-books (Licence nationale) 
505 1 |a 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. 
506 |a Accès en ligne pour les établissements français bénéficiaires des licences nationales 
506 |a Accès soumis à abonnement pour tout autre établissement 
506 |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 
520 |a 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 material chosen was presented at a multidisciplinary workshop on parameter estimation held in 2009 in Heidelberg. The contributions show how indispensable efficient methods of applied mathematics and computer-based modeling can be to enhancing the quality of interdisciplinary research. The use of scientific computing to model, simulate, and optimize complex processes has become a standard methodology in many scientific fields, as well as in industry. Demonstrating that the use of state-of-the-art optimization techniques in a number of research areas has much potential for improvement, this book provides advanced numerical methods and the very latest results for the applications under consideration 
700 1 |a Carraro, Thomas.  |4 edt 
700 1 |a Jäger, Willi.  |4 edt 
700 1 |a Körkel, Stefan.  |4 edt 
700 1 |a Rannacher, Rolf.  |4 edt 
700 1 |a Schlöder, Johannes P.  |4 edt 
700 1 |a Bock, Hans Georg.  |4 pbd 
700 1 |a Carraro, Thomas,  |d 19..-  |4 pbd 
700 1 |a Jäger, Willi,  |d 1940-  |4 pbd 
700 1 |a Körkel, Stefan,  |d 19..-  |4 pbd 
700 1 |a Rannacher, Rolf.  |4 pbd 
700 1 |a Schlöder, Johannes P.,  |d 19..-  |4 pbd 
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776 0 |t Model Based Parameter Estimation  |b Texte imprimé  |z 9783642440762 
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776 0 |t Model Based Parameter Estimation  |b Texte imprimé  |z 9783642303661 
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