Publications

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

Mariia Kozlova, Anttia Ahola, Pamphile Roy, Julian Scott Yeomans (2025). Simple Binning Algorithm and SimDec Visualization for Comprehensive Sensitivity Analysis of Complex Computational Models. ‘Environmental Informatics Letters’.

Alessio Lachi, Josep Llach, Jordi Perramon, Michela Baccini, Andrea Saltelli (2025). Robustification of structural equation modelling via global sensitivity analysis. ‘ Statistical Methods & Applications’.

Mariia Kozlova, Julian Scott Yeomans (2024). Sensitivity Analysis for Business, Technology, and Policymaking. Made Easy with Simulation Decomposition (SimDec). ‘Taylor & Francis Group’.

PDF Cite Code DOI

Mariia Kozlova, Robert J. Moss, Julian Scott Yeomans, Jef Caers (2024). Uncovering heterogeneous effects in computational models for sustainable decision-making. ‘Environmental Modelling & Software’.

PDF Cite Code DOI

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).