Prediction model of band-gap for AX binary compounds by combination of density functional theory calculations and machine learning techniques

Joohwi Lee, Atsuto Seko, Kazuki Shitara +1

Machine learning techniques are applied to make prediction models of the G0W0 band-gaps for 156 AX binary compounds using Kohn-Sham band-gaps and other fundamental information of c…