Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics

Andrew Ma, Owen Dugan, Marin Soljačić

In solid-state materials science, substantial efforts have been devoted to the calculation and modeling of the electronic band gap. While a wide range of ab initio methods and mach…