Machine learning-based discovery of vibrationally stable materials

Abstract The identification of the ground state phases of a chemical space in the convex hull analysis is a key determinant of the synthesizability of materials. Online material databases have been instrumental in exploring one aspect of the synthesizability of many materials, namely thermodynamic s...

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Bibliographic Details
Main Authors: Sherif Abdulkader Tawfik, Mahad Rashid, Sunil Gupta, Salvy P. Russo, Tiffany R. Walsh, Svetha Venkatesh
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-022-00943-z

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