Computational Studies on O2-P2 Phase-Transition Dynamics in Layered-Oxide Sodium-Ion Cathode Materials

TL;DR

This study develops a classical potential model to simulate O2-P2 phase transitions in sodium-ion cathode materials, revealing how desodiation and dynamic conditions influence transition barriers and Na-ion diffusivity.

Contribution

The paper introduces a new classical Coulomb-Buckingham potential trained on ab initio data to efficiently simulate phase transitions in layered sodium-ion cathodes at the atomistic level.

Findings

Phase transition barriers decrease with desodiation.

Dynamic conditions lower transition barriers further.

The classical potential captures phase transitions and increased Na-ion diffusivity.

Abstract

Sodium-ion batteries have gained much interest over the past years and especially layered oxides are highly considered as cathodes for the next generation of batteries. However, there are still significant challenges to overcome in these materials for practical applications mainly related to capacity degradation and voltage fading. A key influence factor for these challenges are phase transitions that occur by gliding of layers during operation of these materials. Until now there is limited atomistic-level understanding on such transitions as simulations of these processes are computationally demanding. In this work, we trained a classical pairwise Coulomb-Buckingham potential versus extensive \textit{ab initio} data using a genetic algorithm to study O2-P2 phase transitions in Na\textsubscript{\textit{x}}CoO\textsubscript{2}. Our density functional theory~(DFT) and classical potential calculations show that phase transition barriers decrease upon desodiation and are further lowered if dynamic conditions are considered through molecular dynamics simulations. Our developed classical potential is able to capture phase transitions and its related increase in the Na-ion diffusivity under standard lab conditions at the $\upmu$s timescale of molecular dynamics simulation. Furthermore, it is found that the phase transition occurs gradually \textit{via} various OP\textit{n} phases.