Publications

Some highlighted papers from some of the SAMO members. Please see members' profiles for a fuller list of publications.

Arnald Puy, Pierfrancesco Beneventano, Simon A. Levin, Samuele Lo Piano, Rommaso Portaluri, Andrea Saltelli (2022). Effective Dimensions Tend to Produce More Uncertain Estimates’. Science Advances 8 (eabn9450)..

Arnald Puy, William Becker, Samuele Lo Piano, Andrea Saltelli (2021). A comprehensive comparison of total-order estimators for global sensitivity analysis. International Journal for Uncertainty Quantification.

Giray Ökten, Yaning Liu (2021). Randomized quasi-Monte Carlo methods in global sensitivity analysis. Reliability Engineering and System Safety (210).

Saman Razavi, Anthony (Tony) John Jakeman, Andrea Saltelli, Clémentine Prieur, Bertrand Iooss, Emanuele Borgonovo, Samuele Lo Piano, William Becker, Stefano Tarantola, Sergei Kucherenko (2021). The Future of Sensitivity Analysis - An essential discipline for systems modeling and policy support. Environmental Modelling and Software (137).

Arnald Puy, Andrea Saltelli (2019). Discrepancy measures for sensitivity analysis in mathematical modeling.