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First-principles-based Prediction of Phase Fields: Part I. Binary and Ternary Refractory Alloys

This paper presents a computationally efficient, first-principles-based framework that combines DFT-calculated binary mixing enthalpies with sub-regular solution models to accurately predict phase fields and solvus boundaries in complex refractory multiple principal element alloys without requiring higher-order interaction fitting, thereby enabling scalable high-throughput design and interactive exploration of their phase diagrams.

Original authors: Pravan Omprakash, Nicholas Crnkovich, John Cavin, Nathan Curtis, Adrien Couet, Rohan Mishra

Published 2026-09-09
📖 1 min read☕ Coffee break read

Original authors: Pravan Omprakash, Nicholas Crnkovich, John Cavin, Nathan Curtis, Adrien Couet, Rohan Mishra

Original paper licensed under CC BY 4.0 (http://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

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