Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes. - Morgane Menz; Sylvain Dubreuil; Jérôme Morio; Christian Gogu; Nathalie Bartoli; Marie Chiron (CoRR, 2020)

Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses. - Morgane Menz; Christian Gogu; Sylvain Dubreuil; Nathalie Bartoli; Jérôme Morio (Reliab. Eng. Syst. Saf., 2020)

Réduction du coût numérique des méthodes d'apprentissage actif pour l'analyse de fiabilité. (Active learning numerical cost reduction for reliability analysis). - Morgane Menz (2020)