Stochastic emulation with enhanced partial‐ and no‐replication strategies for seismic response distribution estimation
Sang‐ri Yi,
Alexandros A. Taflanidis
Abstract:Modern performance earthquake engineering practices frequently require a large number of time‐consuming non‐linear time‐history simulations to appropriately address excitation and structural uncertainties when estimating engineering demand parameter (EDP) distributions. Surrogate modeling techniques have emerged as an attractive tool for alleviating such high computational burden in similar engineering problems. A key challenge for the application of surrogate models in earthquake engineering context relates t… Show more
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