Overcoming global sensitivity limitations: using active subspaces to explore discrepancies between global and local parameter sensitivities

Huiyan Zou, Allison L. Lewis

Global sensitivity metrics are essential tools for assessing parameter importance in complex models, particularly when precise information about parameter values is unavailable. In…