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Bayesian-calibrated global sensitivity analysis for mathematical models using generative AI

Fig 2

Failure of Sobol’s method.

Column swapping in Sobol’s two-matrix estimator ignores Bayesian-calibrated parameter correlations, leading to distorted predictive distributions of .

Fig 2

doi: https://doi.org/10.1371/journal.pcbi.1013312.g002