Monte Calro for aerodynamic load simulation.., Mechanical Engineering

I have experimental results for a 2D model and a matlab script that computes the aerodynamic loads on that 2D model.When we compare experiment with the theory I have noted that the theory cannot capture some physical variation seen in experiment. Can we perform analysis via Monte Carlo method to capture these variation?
Thanks

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