References

• 2012Practical Bayesian Optimization of Machine Learning Algorithms6,690 cited
• 2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates6,377 cited
• 2007Global sensitivity analysis using polynomial chaos expansions2,547 cited
• 2008Aleatory or epistemic? Does it matter?2,450 cited
• 2013Asymptotic normality and efficiency of two Sobol index estimators246 cited
• 2017A Gaussian process-based dynamic surrogate model for complex engineering structural reliability analysis169 cited
• 2017Global sensitivity analysis using support vector regression114 cited
• 2015Metamodeling of dynamic nonlinear structural systems through polynomial chaos NARX models96 cited
• 2022An efficient multi-fidelity Kriging surrogate model-based method for global sensitivity analysis79 cited
• 2023Transfer learning Gaussian process regression surrogate model with explainability for structural reliability analysis under variation in uncertainties45 cited
• 2019Uncertainty propagation of frequency response functions using a multi-output Gaussian Process model43 cited

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