Uncertainty quantification and global sensitivity analysis with dependent inputs parameters: Application to a basic 2D-hydraulic model

Uncertainty quantification and global sensitivity analysis with dependent inputs parameters: Application to a basic 2D-hydraulic model

Hydraulic models include many uncertainties related to model parameters. Uncertainty Quantification (UQ) and Global Sensitivity Analysis (GSA) allow to quantify these uncertainties and identify the most influent parameters. To use traditional methods of UQ and GSA, the inputs must be independent. Th...

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Bibliographic Details
Main Authors: Lucie Pheulpin, Nathalie Bertrand, Vito Bacchi
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:LHB Hydroscience Journal
Subjects:
Dependent parameters
uncertainty quantification
global sensitivity analysis
2D hydraulic model
copula
metamodel
Online Access:https://www.tandfonline.com/doi/10.1080/27678490.2021.2015265

Internet

https://www.tandfonline.com/doi/10.1080/27678490.2021.2015265

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