Fast uncertainty quantification for dynamic flux balance analysis using non-smooth polynomial chaos expansions
Fig 2
Monte Carlo simulation of E. coli DFBA model.
The genome-scale model is integrated from 0 to 8.5 hours for 100 different parameter realizations that are independently drawn from the uniform prior density. The consumption of xylose only occurs after glucose is fully exhausted, which is a strong function of the parameters.