Fast uncertainty quantification for dynamic flux balance analysis using non-smooth polynomial chaos expansions
Fig 11
Monte Carlo simulation of the synthetic metabolic network.
The synthetic DFBA model with twenty uncertain parameters is integrated from time 0 to 40 hours for 100 different parameter realizations drawn independently from the uniform prior density. The time profiles are shown for (a) biomass and lipids, (b) the substrates and products, and (c) the penalty state.