61 citations · 285 across the 30 of their papers we have counts for
Showing 2015 · stat.COShow all
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stat.CO2015★ 33 cited
Gaussian process surrogates for failure detection: a Bayesian experimental design approach
Hongqiao Wang, Guang Lin, Jinglai Li
An important task of uncertainty quantification is to identify {the probability of} undesired events, in particular, system failures, caused by various sources of uncertainties. In…
stat.CO2015
Parallel and Interacting Stochastic Approximation Annealing algorithms for global optimisation
Georgios Karagiannis, Bledar A. Konomi, Guang Lin +1
We present the parallel and interacting stochastic approximation annealing (PISAA) algorithm, a stochastic simulation procedure for global optimisation, that extends and improves t…