A method for robust model order reduction in pharmacokinetics

@article{Dokoumetzidis2009AMF,
  title={A method for robust model order reduction in pharmacokinetics},
  author={Aristides Dokoumetzidis and Leon Aarons},
  journal={Journal of Pharmacokinetics and Pharmacodynamics},
  year={2009},
  volume={36},
  pages={613-628}
}
We present a Bayesian automated method to reduce by lumping, a large system described by differential equations which takes into account parameter variability. Model reduction is a potentially useful tool to simplify large systems but suffers from lack of robustness over the model parameter values. With the present method we address this problem by incorporating a prior parameter distribution in the determination of the optimal lumping scheme in a Bayesian manner. Applications of this method… CONTINUE READING
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A general-analysis of approximate lumping in chemical-kinetics

  • G Li, H Rabitz
  • Chem Eng Sci
  • 1990
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