Yazar "Dağdeviren, Uğur" için listeleme
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A comparative analysis of ensemble learning algorithms with hyperparameter optimization for soil liquefaction prediction
Demir, Alparslan Serha; Kurnaz, Talas Fikret; Kökçam, Abdullah Hulusi; Erden, Caner; Dağdeviren, Uğur (Springer Science and Business Media Deutschland GmbH, 2024)Accurate prediction of soil liquefaction potential is crucial for evaluating the stability of structures in earthquake regions. This study focuses on predicting soil liquefaction using a dataset that included historical ... -
A hyper parameterized artificial neural network approach for prediction of the factor of safety against liquefaction
Kurnaz, Talas Fikret; Erden, Caner; Kökçam, Abdullah Hulusi; Dağdeviren, Uğur; Demir, Alparslan Serhat (Elsevier B.V., 2023)Soil liquefaction during earthquakes is a complex geotechnical engineering problem. Although various analytical approaches exist for predicting liquefaction risk, their limitations have led researchers to explore using ...