000			05010nam a22006015i 4500
001			978-3-642-30367-8
003			DE-He213
005			20140220082848.0
007			cr nn 008mamaa
008			130221s2013 gw | s |||| 0|eng d
020			_a9783642303678 _9978-3-642-30367-8
024	7		_a10.1007/978-3-642-30367-8 _2doi
050		4	_aQA372
072		7	_aPBKJ _2bicssc
072		7	_aMAT007000 _2bisacsh
082	0	4	_a515.352 _223
100	1		_aBock, Hans Georg. _eeditor.
245	1	0	_aModel Based Parameter Estimation _h[electronic resource] : _bTheory and Applications / _cedited by Hans Georg Bock, Thomas Carraro, Willi Jäger, Stefan Körkel, Rolf Rannacher, Johannes P. Schlöder.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2013.
300			_aX, 334 p. 85 illus., 46 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aContributions in Mathematical and Computational Sciences, _x2191-303X ; _v4
505	0		_aParameter 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.
520			_aThis 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.
650		0	_aMathematics.
650		0	_aDifferential Equations.
650		0	_aDifferential equations, partial.
650		0	_aComputer science.
650		0	_aNumerical analysis.
650		0	_aMathematical optimization.
650	1	4	_aMathematics.
650	2	4	_aOrdinary Differential Equations.
650	2	4	_aPartial Differential Equations.
650	2	4	_aNumerical Analysis.
650	2	4	_aComputational Science and Engineering.
650	2	4	_aMathematical Modeling and Industrial Mathematics.
650	2	4	_aCalculus of Variations and Optimal Control; Optimization.
700	1		_aCarraro, Thomas. _eeditor.
700	1		_aJäger, Willi. _eeditor.
700	1		_aKörkel, Stefan. _eeditor.
700	1		_aRannacher, Rolf. _eeditor.
700	1		_aSchlöder, Johannes P. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642303661
830		0	_aContributions in Mathematical and Computational Sciences, _x2191-303X ; _v4
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-30367-8
912			_aZDB-2-SMA
999			_c96993 _d96993