Sylvain Dubreuil

According to our database, Sylvain Dubreuil authored at least 6 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

High-Dimensional Bayesian Optimization Using Both Random and Supervised Embeddings.

Rémy Priem, Youssef Diouane, Nathalie Bartoli, Sylvain Dubreuil, Paul Saves

CoRR, February, 2025

A sensitivity analysis based trade-off between probabilistic model identification and statistical estimation.

Charles Surget, Sylvain Dubreuil, Jérôme Morio, Cécile Mattrand, Jean-Marc Bourinet, Nicolas Gayton

Reliab. Eng. Syst. Saf., 2025

2023

Failure probability estimation through high-dimensional elliptical distribution modeling with multiple importance sampling.

Marie Chiron, Christian Genest, Jérôme Morio, Sylvain Dubreuil

Reliab. Eng. Syst. Saf., July, 2023

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

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

2014

Construction of bootstrap confidence intervals on sensitivity indices computed by polynomial chaos expansion.

Sylvain Dubreuil, Marc Berveiller, Frank Petitjean, Michel Salaün

Reliab. Eng. Syst. Saf., 2014