Replication-based emulation of the response distribution of stochastic simulators using generalized lambda distributions

20 November 2019

Papers citing "Replication-based emulation of the response distribution of stochastic simulators using generalized lambda distributions"

6 / 6 papers shown

Title
MD-NOMAD: Mixture density nonlinear manifold decoder for emulating stochastic differential equations and uncertainty propagation Akshay Thakur Souvik Chakraborty 59 1 0 24 Apr 2024
Data-driven polynomial chaos expansion for machine learning regression Emiliano Torre S. Marelli P. Embrechts Bruno Sudret 65 132 0 09 Aug 2018
Hierarchical Kriging for multi-fidelity aero-servo-elastic simulators - Application to extreme loads on wind turbines Imad Abdallah S. Marelli Bruno Sudret 29 32 0 22 Sep 2017
Stochastic simulators based optimization by Gaussian process metamodels - Application to maintenance investments planning issues T. Browne Bertrand Iooss Loic Le Gratiet J. Lonchampt 49 24 0 13 Sep 2015
Emulators for stochastic simulation codes V. Moutoussamy Simon Nanty Benoît Pauwels 60 36 0 24 Jun 2014
Global sensitivity analysis of computer models with functional inputs Bertrand Iooss M. Ribatet 216 88 0 07 Feb 2008