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05066nam a22006135i 4500 |
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978-3-642-30367-8 |
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DE-He213 |
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20151125221815.0 |
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130221s2013 gw | s |||| 0|eng d |
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|a 9783642303678
|9 978-3-642-30367-8
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|a 10.1007/978-3-642-30367-8
|2 doi
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|a 515.352
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|a Model Based Parameter Estimation
|h [electronic resource] :
|b Theory and Applications /
|c edited by Hans Georg Bock, Thomas Carraro, Willi Jäger, Stefan Körkel, Rolf Rannacher, Johannes P. Schlöder.
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|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg :
|b Imprint: Springer,
|c 2013.
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| 300 |
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|a X, 334 p. 83 illus., 26 illus. in color.
|b online resource.
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
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|a text file
|b PDF
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|a Contributions in Mathematical and Computational Sciences,
|x 2191-303X ;
|v 4
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| 505 |
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|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.
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| 520 |
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|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.
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| 650 |
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|a Mathematics.
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| 650 |
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|a Differential equations.
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| 650 |
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0 |
|a Partial differential equations.
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| 650 |
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0 |
|a Computer mathematics.
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| 650 |
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0 |
|a Numerical analysis.
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| 650 |
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|a Mathematical models.
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| 650 |
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0 |
|a Calculus of variations.
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| 650 |
1 |
4 |
|a Mathematics.
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| 650 |
2 |
4 |
|a Ordinary Differential Equations.
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| 650 |
2 |
4 |
|a Partial Differential Equations.
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| 650 |
2 |
4 |
|a Numerical Analysis.
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| 650 |
2 |
4 |
|a Computational Science and Engineering.
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| 650 |
2 |
4 |
|a Mathematical Modeling and Industrial Mathematics.
|
| 650 |
2 |
4 |
|a Calculus of Variations and Optimal Control; Optimization.
|
| 700 |
1 |
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|a Bock, Hans Georg.
|e editor.
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| 700 |
1 |
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|a Carraro, Thomas.
|e editor.
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| 700 |
1 |
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|a Jäger, Willi.
|e editor.
|
| 700 |
1 |
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|a Körkel, Stefan.
|e editor.
|
| 700 |
1 |
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|a Rannacher, Rolf.
|e editor.
|
| 700 |
1 |
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|a Schlöder, Johannes P.
|e editor.
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| 710 |
2 |
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|a SpringerLink (Online service)
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| 773 |
0 |
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|t Springer eBooks
|
| 776 |
0 |
8 |
|i Printed edition:
|z 9783642303661
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| 830 |
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0 |
|a Contributions in Mathematical and Computational Sciences,
|x 2191-303X ;
|v 4
|
| 856 |
4 |
0 |
|u http://dx.doi.org/10.1007/978-3-642-30367-8
|z Full Text via HEAL-Link
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| 912 |
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|a ZDB-2-SMA
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| 950 |
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|a Mathematics and Statistics (Springer-11649)
|
