F. Ercolessi et Jb. Adams, INTERATOMIC POTENTIALS FROM 1ST-PRINCIPLES CALCULATIONS - THE FORCE-MATCHING METHOD, Europhysics letters, 26(8), 1994, pp. 583-588
We present a new scheme to extract numerically <<optimal>> interatomic
potentials from large amounts of data produced by first-principles ca
lculations. The method is based on fitting the potential to ab initio
atomic forces of many atomic configurations, including surfaces, clust
ers, liquids and crystals at finite temperature. The extensive data se
t overcomes the difficulties encountered by traditional fitting approa
ches when using rich and complex analytic forms, allowing to construct
potentials with a degree of accuracy comparable to that obtained by a
b initio methods. A glue potential for aluminium obtained with this me
thod is presented and discussed.