4 citations · 4 across the 2 of their papers we have counts for
2 papers
math.NA2022★ 4 cited
Extreme learning machines for variance-based global sensitivity analysis
John Darges, Alen Alexanderian, Pierre Gremaud
Variance-based global sensitivity analysis (GSA) can provide a wealth of information when applied to complex models. A well-known Achilles' heel of this approach is its computation…
math.NA2021
Global sensitivity analysis of rare event probabilities
Michael Merritt, Alen Alexanderian, Pierre Gremaud
By their very nature, rare event probabilities are expensive to compute; they are also delicate to estimate as their value strongly depends on distributional assumptions on the mod…