Deterministic and Stochastic Parameter Estimation for Polymer Reaction Kinetics I: Theory and Simple Examples

Two different approaches to parameter estimation (PE) in the context of polymerization are introduced, refined, combined, and applied. The first is classical PE where one is interested in finding parameters which minimize the distance between the output of a chemical model and experimental data. The...

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Veröffentlicht in:	Macromolecular theory and simulations 2021-12, Vol.30 (6), p.n/a
Hauptverfasser:	Wulkow, Niklas, Telgmann, Regina, Hungenberg, Klaus‐Dieter, Schütte, Christof, Wulkow, Michael
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis deterministic and Bayesian parameter estimation Error analysis experimental data Mathematical models Motivation Parameter estimation Parameter uncertainty Polymerization polymerization kinetics Polymers Reaction kinetics Stochasticity uncertainty quantification
Online-Zugang:	Volltext
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