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Model based parameter estimation. Theory and applications. Based on the workshop on parameter estimation, Heidelberg, Germany, 2009. (English) Zbl 1261.65002

Contributions in Mathematical and Computational Sciences 4. Berlin: Springer (ISBN 978-3-642-30366-1/hbk; 978-3-642-30367-8/ebook). x, 334 p. (2013).

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The articles of this volume will be reviewed individually.
Indexed articles:
Bock, Hans Georg; Körkel, Stefan; Schlöder, Johannes P., Parameter estimation and optimum experimental design for differential equation models, 1-30 [Zbl 1269.65014]
Vexler, Boris, Adaptive finite element methods for parameter identification problems, 31-54 [Zbl 1269.65119]
Binder, Tanja; Kostina, Ekaterina, Gauss-Newton methods for robust parameter estimation, 55-87 [Zbl 1269.65013]
Uciński, Dariusz, An optimal scanning sensor activation policy for parameter estimation of distributed systems, 89-124 [Zbl 1266.68061]
Mazur, Johanna; Kaderali, Lars, The importance and challenges of Bayesian parameter learning in systems biology, 145-156 [Zbl 1303.92014]
Beaudouin, J.; Mommer, Mario S.; Bock, Hans Georg; Eils, Roland, Experiment setups and parameter estimation in fluorescence recovery after photobleaching experiments: a review of current practice, 157-169 [Zbl 1305.62364]
An, Le Thi Thanh; Jäger, Willi, Drug resistance in infectious diseases: modeling, parameter estimation and numerical simulation, 171-190 [Zbl 1303.92110]
Marciniak-Czochra, Anna; Stiehl, Thomas, Mathematical models of hematopoietic reconstitution after stem cell transplantation, 191-206 [Zbl 1303.92027]
Fischer, Marc; Riedel, Uwe, Combustion chemistry and parameter estimation, 207-226 [Zbl 1266.80011]
Carraro, Thomas; Joos, Jochen, Parameter estimation for a reconstructed SOFC mixed-conducting LSCF-cathode, 267-285 [Zbl 1266.78028]
Herzog, Alexandra G.; Vogel, Felix R., An application of robust parameter estimation in environmental physics, 287-309 [Zbl 1266.86004]
Garbe, Christoph S.; Ommer, Björn, Parameter estimation in image processing and computer vision, 311-334 [Zbl 1269.65023]

MSC:

65-06 Proceedings, conferences, collections, etc. pertaining to numerical analysis
62-06 Proceedings, conferences, collections, etc. pertaining to statistics
49-06 Proceedings, conferences, collections, etc. pertaining to calculus of variations and optimal control
68-06 Proceedings, conferences, collections, etc. pertaining to computer science
90-06 Proceedings, conferences, collections, etc. pertaining to operations research and mathematical programming
92-06 Proceedings, conferences, collections, etc. pertaining to biology
00A69 General applied mathematics
00B25 Proceedings of conferences of miscellaneous specific interest
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