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

Abstract

Running a reliability analysis on engineering problems involving complex numerical models can be computationally very expensive, requiring advanced simulation methods to reduce the overall numerical cost. Gaussian process based