Gradient-based Active Learning with Gaussian Processes for Global Sensitivity Analysis

Guerlain Lambert, Céline Helbert, Claire Lauvernet

Global sensitivity analysis of complex numerical simulators is often limited by the small number of model evaluations that can be afforded. In such settings, surrogate models built…