Equilibrium Phase Diagrams of Isostructural and Heterostructural Two-Dimensional Alloys from First Principles
John Cavin, Rohan Mishra

TL;DR
This paper introduces a computational method combining first-principles calculations and thermodynamic models to efficiently generate equilibrium phase diagrams for 2D TMDC alloys, aiding the design of new materials.
Contribution
It develops a rapid approach using a sub-regular solution model fitted to density-functional theory data to predict phase diagrams of 2D TMDC alloys.
Findings
The method accurately represents mixing enthalpy across compositions.
It captures three-body effects with a cubic fit.
The approach compares favorably with cluster expansion methods.
Abstract
Alloying is a successful strategy for tuning the phases and properties of two-dimensional (2D) transition metal dichalcogenides (TMDCs). To accelerate the synthesis of new TMDC alloys, we present a method for generating temperature-composition equilibrium phase diagrams by combining first-principles total energy calculations with thermodynamic solution models. This method is applied to three representative 2D TMDC alloys: an isostructural alloy, MoS2(1-x)Te2x, and two heterostructural alloys, Mo1-xWxTe2 and WS2(1-x)Te2x. We show that the mixing enthalpy of the entire composition range of these binary alloys can be reliably represented using a sub-regular solution model fitted to the total energy of a small number of compositions that are calculated using density-functional theory on special quasi-random structures. The sub-regular solution model uses a cubic fit that captures three-body…
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Taxonomy
Topics2D Materials and Applications · Machine Learning in Materials Science · Chalcogenide Semiconductor Thin Films
