A data-driven approach for systematic correction of electronic bandgaps

Pamela C. Carvalho, Asa Marif, Erna K. Delczeg-Czirjak +3

We demonstrate that a single machine-learning correction, applied to bandgaps from density functional theory calculations with two of the most frequently used energy functionals, r…