Reactive force field for lithium-aluminum silicates with applications to eucryptite phases

TL;DR

This paper develops a reactive force field for lithium-aluminum silicates, accurately predicting structural, thermodynamic, and elastic properties of eucryptite phases, and revealing phase transformations under pressure.

Contribution

The study introduces a new ReaxFF force field for lithium-aluminum silicates that aligns well with DFT and experimental data, enabling detailed simulations of phase stability and transformations.

Findings

ReaxFF predicts correct stability order of eucryptite polymorphs.

A new amorphous phase appears at pressures ≥7 GPa during indentation.

Elastic properties and anisotropy of eucryptite phases are characterized.

Abstract

We have parameterized a reactive force field (ReaxFF) for lithium aluminum silicates using density functional theory (DFT) calculations of structural properties of a number of bulk phase oxides, silicates, and aluminates, as well as of several representative clusters. The force field parameters optimized in this study were found to predict lattice parameters and heats of formation of selected condensed phases in excellent agreement with previous DFT calculations and with experiments. We have used the newly developed force-field to study the eucryptite phases in terms of their thermodynamic stability and their elastic properties. We have found that (a) these ReaxFF parameters predict the correct order of stability of the three crystalline polymorphs of eucryptite, {\alpha}, {\beta}, and {\gamma}, and (b) that upon indentation, a new phase appears at applied pressures \geq 7 GPa. The high pressure phase obtained upon indentation is amorphous, as illustrated by the radial distribution functions calculated for different pairs of elements. In terms of elastic properties analysis, we have determined the elements of the stiffness tensor for {\alpha}- and {\beta}- eucryptite at the level of ReaxFF, and discussed the elastic anisotropy of these two polymorphs. Polycrystalline average properties of these eucryptite phases are also reported to serve as ReaxFF predictions of their elastic moduli (in the case of {\alpha}-eucryptite), or as tests against values known from experiments or DFT calculations ({\beta}- eucrypite). The ReaxFF potential reported here can also describe well single-species systems (e.g., Li-metal, Al-metal, and condensed phases of silicon), which makes it suitable for investigating struc- ture and properties of suboxides, atomic-scale mechanisms responsible for phase transformations, as well as oxidation-reduction reactions.