Efficient numerical simulation method for evaluations of global sensitivity analysis with parameter uncertainty

In this study, we propose an efficient numerical simulation method for structural systems with both epistemic and aleatory uncertainties to evaluate the effect of epistemic uncertainty on the failure probability measured by variance-based sensitivity analysis. The direct evaluation of this effect requires a “triple-loop” crude sampling procedure, which is time consuming. To circumvent the difficulty associated with the direct sampling-based...