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stat.ME2026
Active learning strategy for excursion-set confidence regions of functional simulator outputs
Lucas Brunel, Mathieu Balesdent, Loïc Brevault +2
Estimating excursion set confidence regions seeks to identify regions where a function may exceed some threshold with a given confidence level. This paper focuses on estimating suc…
stat.ME2026
Time-variant reliability using time-dependent surrogate models
Stefano Marelli, Styfen Schär, Bruno Sudret
Time-variant reliability analysis is a critical task for ensuring the safety of engineering dynamical systems subjected to stochastic excitations. However, assessing failure probab…