id author title date pages extension mime words sentence flesch summary cache txt qb98mc9170f Aikaterini P. Kyprioti Natural Hazard Risk Assessment: Promoting Computational Efficiency through Advances in Surrogate Modeling 2022 .txt text/plain 404 13 12 Using synthetic storm databases developed for coastal studies as the foundation of the surrogate model development, various unexplored topics are investigated in detail for the formulation of surrogate models to predict the peak storm surge. Implementation greatly reduces the number of structural simulations for the calibration of the metamodel that approximates the EDP distribution, promoting significant computational savings in seismic risk assessment application. cache/qb98mc9170f.txt txt/qb98mc9170f.txt