Calculations of Sobol indices for the Gaussian process metamodel

7 February 2008

Papers citing "Calculations of Sobol indices for the Gaussian process metamodel"

8 / 8 papers shown

Title
Gaussian process learning of nonlinear dynamics Dongwei Ye Mengwu Guo 9 4 0 19 Dec 2023
On Active Learning for Gaussian Process-based Global Sensitivity Analysis Mohit Chauhan Mariel A. Ojeda-Tuz R. Catarelli K. Gurley Dimitrios Tsapetis Michael D. Shields 11 11 0 27 Aug 2023
Bayesian Active Learning with Fully Bayesian Gaussian Processes Christoffer Riis Francisco Antunes F. B. Hüttel C. L. Azevedo Francisco Câmara Pereira GP 9 22 0 20 May 2022
Extreme learning machines for variance-based global sensitivity analysis John E. Darges A. Alexanderian P. Gremaud 14 2 0 14 Jan 2022
Uncertainty quantification of a three-dimensional in-stent restenosis model with surrogate modelling Dongwei Ye Pavel S. Zun Valeria Krzhizhanovskaya Alfons G. Hoekstra 11 1 0 11 Nov 2021
Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions Evgeny Burnaev I. Panin Bruno Sudret 20 37 0 10 May 2017
Metamodel-based sensitivity analysis: Polynomial chaos expansions and Gaussian processes Loic Le Gratiet S. Marelli Bruno Sudret 16 156 0 14 Jun 2016
Numerical studies of the metamodel fitting and validation processes Bertrand Iooss Loic Boussouf Vincent Feuillard A. Marrel 63 68 0 07 Jan 2010