182 citations · 902 across the 17 of their papers we have counts for
6 papers · 1 filter
Rare event estimation using stochastic spectral embedding
P. -R. Wagner, S. Marelli, I. Papaioannou +2
Estimating the probability of rare failure events is an essential step in the reliability assessment of engineering systems. Computing this failure probability for complex non-line…
Sequential active learning of low-dimensional model representations for reliability analysis
Max Ehre, Iason Papaioannou, Bruno Sudret +1
To date, the analysis of high-dimensional, computationally expensive engineering models remains a difficult challenge in risk and reliability engineering. We use a combination of d…
Decision-theoretic reliability sensitivity
Daniel Straub, Max Ehre, Iason Papaioannou
We propose and discuss sensitivity metrics for reliability analysis, which are based on the value of information. These metrics are easier to interpret than other existing sensitiv…
Value of information from vibration-based structural health monitoring extracted via Bayesian model updating
Antonios Kamariotis, Eleni Chatzi, Daniel Straub
Quantifying the value of the information extracted from a structural health monitoring (SHM) system is an important step towards convincing decision makers to implement these syste…
A unifying review of NDE models towards optimal decision support
Elizabeth Bismut, Daniel Straub
Non-destructive evaluation (NDE) inspections are an integral part of asset integrity management. The relationship between the condition of interest and the quantity measured by NDE…
Optimal adaptive inspection and maintenance planning for deteriorating structural systems
Elizabeth Bismut, Daniel Straub
Optimizing inspection and maintenance (I&M) plans for a large deteriorating structure is a computationally challenging task, in particular if one considers interdependences among i…