LEADER 06473nam 22008655 450 001 9910438145803321 005 20220406233559.0 010 $a1-299-33664-7 010 $a3-642-30367-6 024 7 $a10.1007/978-3-642-30367-8 035 $a(CKB)2670000000338069 035 $a(EBL)994281 035 $a(OCoLC)828794773 035 $a(SSID)ssj0000870746 035 $a(PQKBManifestationID)11549173 035 $a(PQKBTitleCode)TC0000870746 035 $a(PQKBWorkID)10819362 035 $a(PQKB)10396322 035 $a(DE-He213)978-3-642-30367-8 035 $a(MiAaPQ)EBC994281 035 $a(PPN)168316552 035 $a(EXLCZ)992670000000338069 100 $a20130221d2013 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aModel based parameter estimation $etheory and applications /$fedited by Hans Georg Bock, Thomas Carraro, Willi Jäger, Stefan Körkel, Rolf Rannacher, Johannes P. Schlöder 205 $a1st ed. 2013. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2013. 215 $a1 online resource (339 p.) 225 1 $aContributions in Mathematical and Computational Sciences,$x2191-303X ;$v4 300 $aDescription based upon print version of record. 311 $a3-642-44076-2 311 $a3-642-30366-8 320 $aIncludes bibliographical references. 327 $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. 330 $aThis judicious selection of articles combines mathematical and numerical methods to apply parameter estimation and optimum experimental design in a range of contexts. These include fields as diverse as biology, medicine, chemistry, environmental physics, image processing and computer vision. The material chosen was presented at a multidisciplinary workshop on parameter estimation held in 2009 in Heidelberg. The contributions show how indispensable efficient methods of applied mathematics and computer-based modeling can be to enhancing the quality of interdisciplinary research.   The use of scientific computing to model, simulate, and optimize complex processes has become a standard methodology in many scientific fields, as well as in industry. Demonstrating that the use of state-of-the-art optimization techniques in a number of research areas has much potential for improvement, this book provides advanced numerical methods and the very latest results for the applications under consideration. 410 0$aContributions in mathematical and computational sciences,$x2191-303X ;$vv. 4 606 $aDifferential equations 606 $aPartial differential equations 606 $aNumerical analysis 606 $aComputer mathematics 606 $aMathematical models 606 $aCalculus of variations 606 $aOrdinary Differential Equations$3https://scigraph.springernature.com/ontologies/product-market-codes/M12147 606 $aPartial Differential Equations$3https://scigraph.springernature.com/ontologies/product-market-codes/M12155 606 $aNumerical Analysis$3https://scigraph.springernature.com/ontologies/product-market-codes/M14050 606 $aComputational Science and Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/M14026 606 $aMathematical Modeling and Industrial Mathematics$3https://scigraph.springernature.com/ontologies/product-market-codes/M14068 606 $aCalculus of Variations and Optimal Control; Optimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26016 615 0$aDifferential equations. 615 0$aPartial differential equations. 615 0$aNumerical analysis. 615 0$aComputer mathematics. 615 0$aMathematical models. 615 0$aCalculus of variations. 615 14$aOrdinary Differential Equations. 615 24$aPartial Differential Equations. 615 24$aNumerical Analysis. 615 24$aComputational Science and Engineering. 615 24$aMathematical Modeling and Industrial Mathematics. 615 24$aCalculus of Variations and Optimal Control; Optimization. 676 $a515.3 702 $aBock$b Hans Georg$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCarraro$b Thomas$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aJäger$b Willi$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKörkel$b Stefan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRannacher$b Rolf$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSchlöder$b Johannes P$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910438145803321 996 $aModel Based Parameter Estimation$92529630 997 $aUNINA