Electrostatic Estimation of Intercalant Jump-Diffusion Barriers Using Finite-Size Ion Models.
- Author(s): Zimmermann, Nils ER
- Hannah, Daniel C
- Rong, Ziqin
- Liu, Miao
- Ceder, Gerbrand
- Haranczyk, Maciej
- Persson, Kristin A
- et al.
Published Web Locationhttps://pubs.acs.org/doi/abs/10.1021/acs.jpclett.7b03199
We report on a scheme for estimating intercalant jump-diffusion barriers that are typically obtained from demanding density functional theory-nudged elastic band calculations. The key idea is to relax a chain of states in the field of the electrostatic potential that is averaged over a spherical volume using different finite-size ion models. For magnesium migrating in typical intercalation materials such as transition-metal oxides, we find that the optimal model is a relatively large shell. This data-driven result parallels typical assumptions made in models based on Onsager's reaction field theory to quantitatively estimate electrostatic solvent effects. Because of its efficiency, our potential of electrostatics-finite ion size (PfEFIS) barrier estimation scheme will enable rapid identification of materials with good ionic mobility.