98 citations · 191 across the 6 of their papers we have counts for
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cs.LG2019★ 5 cited
Value of structural health information in partially observable stochastic environments
C. P. Andriotis, K. G. Papakonstantinou, E. N. Chatzi
Efficient integration of uncertain observations with decision-making optimization is key for prescribing informed intervention actions, able to preserve structural safety of deteri…
stat.CO2019
A direct Hamiltonian MCMC approach for reliability estimation
Hamed Nikbakht, Konstantinos G. Papakonstantinou
Accurate and efficient estimation of rare events probabilities is of significant importance, since often the occurrences of such events have widespread impacts. The focus in this w…