Metamodel-based sensitivity analysis: Polynomial chaos expansions and Gaussian processes

14 June 2016

Papers citing "Metamodel-based sensitivity analysis: Polynomial chaos expansions and Gaussian processes"

11 / 11 papers shown

Title
Surrogate-based global sensitivity analysis with statistical guarantees via floodgate Massimo Aufiero Lucas Janson AI4CE 17 3 0 11 Aug 2022
A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic Barbara Z Cunha C. Droz A. Zine Stéphane Foulard M. Ichchou AI4CE 32 84 0 13 Apr 2022
Extreme learning machines for variance-based global sensitivity analysis John E. Darges A. Alexanderian P. Gremaud 24 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 22 1 0 11 Nov 2021
Graph Neural Network Guided Local Search for the Traveling Salesperson Problem Benjamin H. Hudson Qingbiao Li Matthew Malencia Amanda Prorok 25 63 0 11 Oct 2021
Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions Nora Lüthen O. Roustant Fabrice Gamboa Bertrand Iooss S. Marelli Bruno Sudret 21 5 0 01 Jul 2021
Derivative-based global sensitivity analysis for models with high-dimensional inputs and functional outputs Helen L. Cleaves A. Alexanderian H. Guy Ralph C. Smith Meilin Yu 17 10 0 12 Feb 2019
Principal component analysis and sparse polynomial chaos expansions for global sensitivity analysis and model calibration: application to urban drainage simulation J. Nagel J. Rieckermann Bruno Sudret 6 63 0 11 Sep 2017
Shapley effects for sensitivity analysis with correlated inputs: comparisons with Sobol' indices, numerical estimation and applications Bertrand Iooss Clémentine Prieur FAtt 25 96 0 05 Jul 2017
Global sensitivity analysis in the context of imprecise probabilities (p-boxes) using sparse polynomial chaos expansions R. Schöbi Bruno Sudret 16 60 0 29 May 2017
Global sensitivity analysis using low-rank tensor approximations K. Konakli Bruno Sudret 23 77 0 29 May 2016