Review of high-throughput computational design of Heusler alloys

As one large family of intermetallic compounds, Heusler compounds offer a wide playground for novel materials design because of their wide range of compositions and tunable materials properties. In recent years, the high-throughput computational design has emerged as one efficient approach to search for target materials with desired properties thanks to the development of the automatic framework for materials discovery and open-access quantum materials database. In this article, we present a review of the current research progress of the high-throughput computational design of Heusler-based functional materials, including the selection of appropriate materials descriptors and common methods for evaluating materials stability, along with comprehensive lists of the predicated Heusler compounds with various types of target properties. We conclude the review with a discussion of the potential future research directions in the field.