Non-Parametric Ground Motion Model for Displacement Response Spectra and Fling for Himalayan Region Using Machine Learning

The provided codes are the part of Journal paper "Yedulla, J., Sriwastav, R.K., Raghukanth, STG. Non-Parametric Ground Motion Model for Displacement Response Spectra and Fling for Himalayan Region Using Machine Learning (Under review)".

Two ANN-based non-parametric Ground Motion Models (GMMs) are provided for the Himalayan region: one for predicting mean Displacement Response Spectra (DRS) for horizontal and vertical component and another for predicting mean fling in fault-parallel, fault-normal, and vertical components. The codes are self explanatory.