Damou Houaria

Physically constrained XGBoost model for pseudo-spectral acceleration prediction

This study develops a physics-constrained ground motion model (GMM) for predicting pseudo-spectral acceleration (PSA) across 17 structural periods (0.02–4 s). Leveraging 900 seismic events from Japan’s KiK-net network, the research explicitly incorporating sensor depth and direct...