Pamphile T. Roy

Comparison of polynomial chaos and Gaussian process surrogates for uncertainty quantification and correlation estimation of spatially distributed open-channel steady flows

Pamphile T. Roy, Nabil El Moçayd, Sophie Ricci et al. · Stochastic Environmental Research and Risk Assessment · 2017 · 38 citations · Full text

Numerical Analysis, Correlation Estimation, Engineering +8

Design optimization of an heat exchanger using Gaussian process

Robin Campet, Pamphile T. Roy, Bénédicte Cuenot et al. · International Journal of Heat and Mass Transfer · 2020 · 22 citations

Engineering, Energy Efficiency, Heat Exchanger +6

An annotated timeline of sensitivity analysis

Stefano Tarantola, Federico Ferretti, Samuele Lo Piano et al. · Environmental Modelling & Software · 2024 · 17 citations · Full text

Quasi-Monte Carlo Methods in Python

Pamphile T. Roy, Art B. Owen, Maximilian Balandat et al. · The Journal of Open Source Software · 2023 · 16 citations · Full text

Computational Science, Quasi-monte Carlo Methods, High Dimensions.quasi-monte Carlo +12

Simple binning algorithm and SimDec visualization for comprehensive sensitivity analysis of complex computational models

Mariia Kozlova, Antti Ahola, Pamphile T. Roy et al. · arXiv (Cornell University) · 2023 · 10 citations · Full text