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Model based parameter estimation : theory and applications / [edited by] Hans Georg Bock...[et al.].

Contributor(s): Material type: TextTextSeries: Contributions in mathematical and computational sciences ; v 4Publication details: Berlin ; New York : Springer-Verlag, c2013.Description: x, 334 p. : ill. (some col.) ; 24 cmISBN:
  • 9783642303661 (alk. paper)
Subject(s): DDC classification:
  • 23 B665 000SA.09
Contents:
Parameter Estimation and Optimum Experimental Design for Differential Equation Models / Hans Georg Bock, Stefan Korkel, Johannes P. Schloder -- Adaptive Finite Element Methods for Parameter Identification Problems / Boris Vexler -- Gauss-Newton Methods for Robust Parameter Estimation / Tanja Binder, Ekaterina Kostina -- An Optimal Scanning Sensor Activation Policy for Parameter Estimation of Distributed Systems / Dariusz Ucinski -- Interaction Between Experiment, Modeling and Simulation of Spatial Aspects in the JAK2/STAT5 Signaling Pathway / Elfriede Friedmann, Andrea C. Pfeifer, Rebecca Neumann -- The Importance and Challenges of Bayesian Parameter Learning in Systems Biology / Johanna Mazur, Lars Kaderali -- Experiment Setups and Parameter Estimation in Fluorescence Recovery After Photobleaching Experiments: A Review of Current Practice / J. Beaudouin, Mario S. Mommer, Hans Georg Bock -- Drug Resistance in Infectious Diseases: Modeling, Parameter Estimation and Numerical Simulation / Le Thi Thanh An, Willi Jager -- Mathematical Models of Hematopoietic Reconstitution After Stem Cell Transplantation / Anna Marciniak-Czochra, Thomas Stiehl -- Combustion Chemistry and Parameter Estimation / Marc Fischer, Uwe Riedel -- Numerical Simulation of Catalytic Reactors by Molecular-Based Models / Olaf Deutschmann, Steffen Tischer -- Model-Based Design of Experiments for Estimating Heat-Transport Parameters in Tubular Reactors / Alexander Badinski, Daniel Corbett -- Parameter Estimation for a Reconstructed SOFC Mixed-Conducting LSCF-Cathode / Thomas Carraro, Jochen Joos -- An Application of Robust Parameter Estimation in Environmental Physics / Alexandra G. Herzog, Felix R. Vogel -- Parameter Estimation in Image Processing and Computer Vision / Christoph S. Garbe, Bjorn Ommer.
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Includes bibliographical references.

Parameter Estimation and Optimum Experimental Design for Differential Equation Models / Hans Georg Bock, Stefan Korkel, Johannes P. Schloder -- Adaptive Finite Element Methods for Parameter Identification Problems / Boris Vexler -- Gauss-Newton Methods for Robust Parameter Estimation / Tanja Binder, Ekaterina Kostina -- An Optimal Scanning Sensor Activation Policy for Parameter Estimation of Distributed Systems / Dariusz Ucinski -- Interaction Between Experiment, Modeling and Simulation of Spatial Aspects in the JAK2/STAT5 Signaling Pathway / Elfriede Friedmann, Andrea C. Pfeifer, Rebecca Neumann -- The Importance and Challenges of Bayesian Parameter Learning in Systems Biology / Johanna Mazur, Lars Kaderali -- Experiment Setups and Parameter Estimation in Fluorescence Recovery After Photobleaching Experiments: A Review of Current Practice / J. Beaudouin, Mario S. Mommer, Hans Georg Bock -- Drug Resistance in Infectious Diseases: Modeling, Parameter Estimation and Numerical Simulation / Le Thi Thanh An, Willi Jager -- Mathematical Models of Hematopoietic Reconstitution After Stem Cell Transplantation / Anna Marciniak-Czochra, Thomas Stiehl -- Combustion Chemistry and Parameter Estimation / Marc Fischer, Uwe Riedel -- Numerical Simulation of Catalytic Reactors by Molecular-Based Models / Olaf Deutschmann, Steffen Tischer -- Model-Based Design of Experiments for Estimating Heat-Transport Parameters in Tubular Reactors / Alexander Badinski, Daniel Corbett -- Parameter Estimation for a Reconstructed SOFC Mixed-Conducting LSCF-Cathode / Thomas Carraro, Jochen Joos -- An Application of Robust Parameter Estimation in Environmental Physics / Alexandra G. Herzog, Felix R. Vogel -- Parameter Estimation in Image Processing and Computer Vision / Christoph S. Garbe, Bjorn Ommer.

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