32 citations · 65 across the 4 of their papers we have counts for
4 papers
Smart Transfer: Leveraging Vision Foundation Model for Rapid Building Damage Mapping with Post-Earthquake VHR Imagery
Hao Li, Liwei Zou, Wenping Yin +4
Living in a changing climate, human society now faces more frequent and severe natural disasters than ever before. As a consequence, rapid disaster response during the "Golden 72 H…
Estimate Deformation Capacity of Non-Ductile RC Shear Walls using Explainable Boosting Machine
Zeynep Tuna Deger, Gulsen Taskin Kaya, John W Wallace
Machine learning is becoming increasingly prevalent for tackling challenges in earthquake engineering and providing fairly reliable and accurate predictions. However, it is mostly…
A Novel GPR-Based Prediction Model for Cylic Backbone Curves of Reinforced Concrete Shear Walls
Zeynep Tuna Deger, Gulsen Taskin Kaya
Backbone curves are used to characterize nonlinear responses of structural elements by simplifying the cyclic force-deformation relationships. Accurate modeling of cyclic behavior…
Machine Learning-Based Assessment of Energy Behavior of RC Shear Walls
Berkay Topaloglu, Gulsen Taskin Kaya, Fatih Sutcu +1
Current seismic design codes primarily rely on the strength and displacement capacity of structural members and do not account for the influence of the ground motion duration or th…