In this study, we propose a novel surrogate modelling approach to effici...
System reliability analysis aims at computing the probability of failure...
Stochastic simulators are non-deterministic computer models which provid...
Variance-based global sensitivity analysis, in particular Sobol' analysi...
To date, the analysis of high-dimensional, computationally expensive
eng...
Sparse polynomial chaos expansions (PCEs) are an efficient and widely us...
Sparse polynomial chaos expansions are a popular surrogate modelling met...
Human exposure induced by wireless communication systems increasingly dr...
This paper presents an efficient surrogate modeling strategy for the
unc...
Polynomial chaos expansions (PCE) have seen widespread use in the contex...