Conventional ground motion models have extensively been established worldwide based
on classical regression analysis of records. Alternatively, advanced nonparametric machine …

Earthquakes have been universally recognised as seismological disasters that pose a threat
to civilization and need to be monitored through prediction models. The development and …

Although the numerical models can estimate the significant influence of local site conditions
on the seismic propagation characteristics near the surface in many studies, they cannot …

Ground motion prediction equations (GMPEs) are open challenge problems that have been
developed since 1964. Parametric and nonparametric methods predict ground motion …

Earthquake is one of the natural disasters that has always influenced human life. It is not
currently possible to predict exactly when and where an earthquake will occur, nor how …