Browsing School of Engineering by Author "Papakonstantinou, Kostas"
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Copula-based Quadratic Point Estimate Method for probabilistic moments evaluation
Papakonstantinou, Kostas; Ko, Minhyeok; ICASP14 (2023)Numerous engineering problems often involve the evaluation of probabilistic moments of quantities of interest (QoI). Several computation techniques exist in the literature for such estimations, with sampling-based methods ... -
Hamiltonian MCMC Based Framework for Time-variant Rare Event Uncertainty Quantification
ICASP14; Nikbakht, Hamed; Eshra, Elsayed; Papakonstantinou, Kostas (2023)Accurate and efficient rare event uncertainty quantification is of ever-increasing significance, including for natural hazard cases characterized by substantial dynamic loads. In this work, our computationally efficient ...