Probabilistic Formulations for Transferring Inferences from Mathematical Models to Physical Systems. - Michael Goldstein; Jonathan Rougier (SIAM J. Sci. Comput., 2004)

Expert Knowledge and Multivariate Emulation: The Thermosphere-Ionosphere Electrodynamics General Circulation Model (TIE-GCM). - Jonathan Rougier; Serge Guillas; Astrid Maute; Arthur D. Richmond (Technometrics, 2009)

Sensitivity analysis of environmental models: A systematic review with practical workflow. - Francesca Pianosi; Keith J. Beven; Jim Freer; Jim W. Hall; Jonathan Rougier; David B. Stephenson; Thorsten Wagener (Environ. Model. Softw., 2016)

A sparse linear algebra algorithm for fast computation of prediction variances with Gaussian Markov random fields. - Andrew Zammit-Mangion; Jonathan Rougier (Comput. Stat. Data Anal., 2018)

Multi-scale process modelling and distributed computation for spatial data. - Andrew Zammit-Mangion; Jonathan Rougier (Stat. Comput., 2020)

Bayesian Modeling and Inference for One-Shot Experiments. - Jonathan Rougier; Andrew Duncan (Technometrics, 2024)