Stochastic simulators based optimization by Gaussian process metamodels - Application to maintenance investments planning issues

13 September 2015

Papers citing "Stochastic simulators based optimization by Gaussian process metamodels - Application to maintenance investments planning issues"

7 / 7 papers shown

Title
MD-NOMAD: Mixture density nonlinear manifold decoder for emulating stochastic differential equations and uncertainty propagation Akshay Thakur Souvik Chakraborty 93 1 0 24 Apr 2024
Stochastic polynomial chaos expansions to emulate stochastic simulators X. Zhu Bruno Sudret 86 18 0 07 Feb 2022
Global sensitivity analysis and Wasserstein spaces J. Fort T. Klein A. Lagnoux 65 15 0 24 Jul 2020
Emulation of stochastic simulators using generalized lambda models Xujia Zhu Bruno Sudret 74 24 0 02 Jul 2020
Global sensitivity analysis for stochastic simulators based on generalized lambda surrogate models Xujia Zhu Bruno Sudret 167 37 0 04 May 2020
Bayesian Quantile and Expectile Optimisation Victor Picheny Henry B. Moss Léonard Torossian N. Durrande 64 21 0 12 Jan 2020
Replication-based emulation of the response distribution of stochastic simulators using generalized lambda distributions Xujia Zhu Bruno Sudret 67 31 0 20 Nov 2019