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Clément Chevalier, David Ginsbourger, Julien Bect, Ilya Molchanov

Public reference bibliography and cataloged PDF materials authored or published by Clément Chevalier, David Ginsbourger, Julien Bect, Ilya Molchanov.

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Estimating and quantifying uncertainties on level sets using the Vorob’ev expectation and deviation with Gaussian process models

Year: 2013 • Source: hal.science • Listed PDF

Several methods based on Kriging have been recently proposed for calculating a probability of failure involving costly-to-evaluate functions. A closely related problem is to estimate the set of inputs leading to a respon...