297 citations · 1.6k across the 24 of their papers we have counts for
Showing 2021 · stat.COShow all
2 papers · 2 filters
stat.CO2021
Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions
Nora Lüthen, Olivier Roustant, Fabrice Gamboa +3
Variance-based global sensitivity analysis, in particular Sobol' analysis, is widely used for determining the importance of input variables to a computational model. Sobol' indices…
stat.CO2021★ 273 cited
Active learning for structural reliability: survey, general framework and benchmark
M. Moustapha, S. Marelli, B. Sudret
Active learning methods have recently surged in the literature due to their ability to solve complex structural reliability problems within an affordable computational cost. These…