Arcan Yanik

Deep learning-based prediction of seismic response histories of base-isolated structures

Conventional machine learning approaches in earthquake engineering have primarily focused on predicting peak structural response quantities, often neglecting the time-dependent nature of seismic behavior. This study applies a sequence-learning framework to directly map ground-motion time series to the full dynamic resp...