A many-body interatomic potential for ionic systems: application to MgO
Paul Tangney, Sandro Scandolo

TL;DR
This paper introduces a new analytic interatomic potential for ionic systems that adapts to environmental changes, enabling accurate modeling of MgO's physical properties with high efficiency.
Contribution
The paper presents a novel, efficient analytic potential that accounts for ion size and shape variability, calibrated to DFT data for MgO.
Findings
Accurately reproduces MgO potential energy surface
Matches experimental phonon frequencies
Predicts temperature and pressure effects effectively
Abstract
An analytic representation of the short-range repulsion energy in ionic systems is described that allows for the fact that ions may change their size and shape depending on their environment. This function is extremely efficient to evaluate relative to previous methods of modeling the same physical effects. Using a well-defined parametrization procedure we have obtained parameter sets for this energy function that reproduce closely the density functional theory potential energy surface of bulk MgO. We show how excellent agreement can be obtained with experimental measurements of phonon frequencies and temperature and pressure dependences of the density by using this effective potential in conjunction with ab initio parametrization.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
