Small dataset machine-learning approach for efficient design space exploration: engineering ZnTe-based high-entropy alloys for water splitting

Abstract Aiming toward a sustainable energy era, the design of efficient photocatalysts for water splitting by engineering their band properties has been actively studied. One promising avenue for the band engineering of active photocatalysts is the use of solid-solution alloying. However, the enorm...

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Bibliographic Details
Main Authors: Seung-Hyun Victor Oh, Su-Hyun Yoo, Woosun Jang
Format: Article
Language:English
Published: Nature Portfolio 2024-07-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-024-01341-3