Article
Optimization and model reduction in the high dimensional parameter space of a budding yeast cell cycle model.
BMC systems biology - 28 Jun 2013
Oguz Cihan, Laomettachit Teeraphan, Chen Katherine C, Watson Layne T, Baumann William T, Tyson John J
Abstract excerpt
BACKGROUND: Parameter estimation from experimental data is critical for mathematical modeling of protein regulatory networks. For realistic networks with dozens of species and reactions, parameter estimation is an especially challenging task. In this study, we present an approach for parameter estimation that is effective in fitting a model of the budding yeast cell cycle (comprising 26 nonlinear ordinary...
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