most citedVariance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes

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stat.ML2020★ 1 cited

Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes

Morgane Menz, Sylvain Dubreuil, Jérôme Morio +3

Running a reliability analysis on engineering problems involving complex numerical models can be computationally very expensive, requiring advanced simulation methods to reduce the…