CrossLabFit: A novel framework for integrating qualitative and quantitative data across multiple labs for model calibration
Fig 3
Dynamics of cycle Lotka-Volterra model for the two different approaches.
A comprehensive comparison of model predictions for two approaches: the standard quantitative approach (purple) and using our CrossLabFit approach (turquoise). In the panel of plots, each column represents the variables X1 and X3. The first row shows the results of the standard approach results using synthetic data with log-normal noise, highlighted by red circles. The last row integrates feasible window constraints for X3. The ground truth is denoted by a solid red line, contrasted with a color-coded solid line and shaded area showing the median and confidence interval, respectively, of the simulations obtained by estimating parameters using nonparametric bootstrapping, for each approach.