Browsing School of Engineering by Author "Taflanidis, Alexandros"
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Adaptive importance sampling for efficient probabilistic storm surge estimation
ICASP14; Kyprioti, Aikaterini; Jung, WoongHee; Taflanidis, Alexandros (2023)During landfalling tropical storms, probabilistic predictions of the storm surge constitute important products for guiding emergency response decisions. The probabilistic formulation for these predictions is established ... -
Regional surge hazard map development using Gaussian Process metamodeling
Nadal-Caraballo, Norberto; Jung, WoongHee; Taflanidis, Alexandros; Aucoin, Luke; Yawn, Madison; ICASP14 (2023)The recent, very active hurricane seasons, as well as emerging concerns related to the future effects of sea level rise, storm intensification, and increased hurricane occurrence rate projections on coastal areas, make the ... -
Stochastic Emulation with Enhanced Partial Replication Strategy for Seismic Response Estimation
Taflanidis, Alexandros; Yi, Sang-ri; ICASP14 (2023)Modern performance earthquake engineering practices typically entail a large number of time-consuming nonlinear time history simulations to appropriately incorporate excitation and model uncertainties in the decision making ...