63 citations · 205 across the 9 of their papers we have counts for
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cs.GL2022★ 2 cited
Mind the hubris: complexity can misfire
Arnald Puy, Andrea Saltelli
Here we briefly reflect on the philosophical foundations that ground the quest towards ever-detailed models and identify four practical dangers derived from this pursuit: explosion…
stat.AP2022★ 1 cited
Discrepancy measures for sensitivity analysis
Arnald Puy, Pamphile T. Roy, Andrea Saltelli
While sensitivity analysis improves the transparency and reliability of mathematical models, its uptake by modelers is still scarce. This is partially explained by its technical re…
stat.AP2022★ 57 cited
Variance-based sensitivity analysis: The quest for better estimators and designs between explorativity and economy
Samuele Lo Piano, Federico Ferretti, Arnald Puy +2
Variance-based sensitivity indices have established themselves as a reference among practitioners of sensitivity analysis of model outputs. A variance-based sensitivity analysis ty…