Factors correlating to enhanced surface diffusion in metallic glasses

TL;DR

This study uses molecular dynamics simulations to identify factors influencing surface diffusion enhancement in metallic glasses, revealing correlations with surface energy, missing bonds, fragility, and surface composition, which impact glass properties.

Contribution

It provides new insights into the atomic-level factors affecting surface diffusion in metallic glasses, highlighting the roles of surface energy, bond loss, and fragility.

Findings

Surface diffusion exhibits a moderate slowdown compared to bulk near Tg.

Surface energy and missing bonds correlate with diffusion enhancement.

Fragility influences the degree of surface mobility enhancement.

Abstract

The enhancement of surface diffusion (DS) over the bulk (DV) in metallic glasses (MGs) is well documented and likely to strongly influence the properties of glasses grown by vapor deposition. Here, we use classical molecular dynamics simulations to identify different factors influencing the enhancement of surface diffusion in MGs. MGs have a simple atomic structure and belong to the category of moderately fragile glasses that undergo pronounced slowdown of bulk dynamics with cooling close to the glass transition temperature (Tg). We observe that DS exhibits a much more moderate slowdown compared to DV when approaching Tg, and DS/DV at Tg varies by two orders of magnitude among the MGs investigated. We demonstrate that both the surface energy and the fraction of missing bonds for surface atoms show good correlation to DS/DV, implying that the loss of nearest neighbors at the surface directly translates into higher mobility, unlike the behavior of network- and hydrogen-bonded organic glasses. Fragility, a measure of the slowdown of bulk dynamics close to Tg, also correlates to DS/DV, with more fragile systems having larger surface enhancement of mobility. The deviations observed in the fragility and DS over DV relationship are shown to be correlated to the extent of segregation or depletion of the mobile element at the surface. Finally, we explore the relationship between the diffusion pre-exponential factor (D0) and activation energy (Q) and compare to a ln(D0)-Q correlation previously established for bulk glasses, demonstrating similar correlations from MD as in the experiments and that the surface and bulk have very similar ln(D0)-Q correlations.