Data-based modeling of the cellular response to oxidative stress - A Bayesian approach for model selection and parameter identification in (bio)chemical networks - Schneider, Doris (Friedrich-Alexander-Universität Erlangen-Nürnberg, 2022)
Keywords: Monte-Carlo-Simulation; Bayes-Verfahren; Dosis-Wirkungs-Beziehung; Oxidative stress; Identification; mathematical modeling; mathematische Modellierung; oxidative stress; oxidativer Stress; cellular dose-effect relationship; zelluläre Dosis-Wirkungs-Beziehung; Bayesian Uncertainty Quantification (UQ); Monte Carlo methods; Monte Carlo Methoden; Nested Sampling; Bayesian model comparison; Bayesscher Modellvergleich; biochemical network; biochemisches Netzwerk; Bayesian inference; fluorescence intensity measurements; Fluoreszenzintensitätsmessung; Hochschulschrift