Ab initio databases for fitting and testing interatomic potentials

Abstract

We describe the construction of ab initio databases that can be used for fitting and testing empirical atomistic potentials. In particular, we show how the use of a large ab initio database can overcome the problem of overfitting an empirical potential to a limited set of data.