Data Science Journal (Apr 2009)

Effective Interatomic Potentials Based on The First-Principles Material Database

  • T Yamamoto,
  • S Ohnishi,
  • Y Chen,
  • S Iwata

DOI
https://doi.org/10.2481/dsj.007-051
Journal volume & issue
Vol. 8
pp. 62 – 69

Abstract

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Effective interatomic potentials are frequently utilized for large-scale simulations of materials. In this work, we generate an effective interatomic potential, with Niobium as an example, using the force-matching method derived from a material database which is created by the first-principle molecular dynamics. It is found that the potentials constructed in the present work are more transferable than other existing potential models. We further discuss how the first-principles material database should be organized for generation of additional potential.

Keywords