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cs.CE2026
Integration of local and global surrogates for failure probability estimation
Audrey Gaymann, Juan M. Cardenas, Sung Min Jo +2
This paper presents the development of an algorithm, termed the Global-Local Hybrid Surrogate (GLHS), designed to efficiently compute the probability of rare failure events in comp…
stat.ME2026
Model Error Embedding with Orthogonal Gaussian Processes
Mridula Kuppa, Khachik Sargsyan, Marco Panesi +1
Computational models of complex physical systems often rely on simplifying assumptions which inevitably introduce model error, with consequent predictive errors. Given data on mode…