Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes

30 November 2020

Papers citing "Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes"

5 / 5 papers shown

Surrogate Modeling and Explainable Artificial Intelligence for Complex Systems: A Workflow for Automated Simulation Exploration

163

19 Oct 2025

SMT-EX: An Explainable Surrogate Modeling Toolbox for Mixed-Variables Design Exploration

352

25 Mar 2025

SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian ProcessesAdvances in Engineering Software (Adv. Eng. Softw.), 2023

502

125

23 May 2023

Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A TutorialMechanical systems and signal processing (MSSP), 2023

Olga Fink

321

148

07 May 2023

Improvement of the cross-entropy method in high dimension for failure probability estimation through a one-dimensional projection without gradient estimationReliability Engineering & System Safety (RESS), 2020

Maxime El Masri

Jérome Morio

F. Simatos

436

21 Dec 2020