A spectral surrogate model for stochastic simulators computed from
trajectory samplesComputer Methods in Applied Mechanics and Engineering (CMAME), 2022 |
Exploiting deterministic algorithms to perform global sensitivity
analysis of continuous-time Markov chain compartmental models with
application to epidemiologyComputational and Applied Mathematics (CAM), 2022 |
Stochastic polynomial chaos expansions to emulate stochastic simulatorsInternational Journal for Uncertainty Quantification (IJUQ), 2022 |
Reweighting samples under covariate shift using a Wasserstein distance
criterionElectronic Journal of Statistics (EJS), 2020 |
Non-intrusive and semi-intrusive uncertainty quantification of a
multiscale in-stent restenosis modelReliability Engineering & System Safety (RESS), 2020 |