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A two-stage approach of multiplicative dimensional reduction and polynomial chaos for global sensitivity analysis and uncertainty quantification with a large number of process uncertainties

LQ Minh, PLT Duong, J Goncalves, E Kwok, M Lee

OAI: oai:www.repository.cam.ac.uk:1810/267928 • DOI: 10.17863/CAM.12686

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Abstract

Uncertainty quantification variance-based sensitivity analysis multiplicative dimensional reduction method polynomial chaos Gaussian process regression model