Kernel learning assisted synthesis condition exploration for ternary spinel

Abstract Machine learning and high-throughput experimentation have greatly accelerated the discovery of mixed metal oxide catalysts by leveraging their compositional flexibility. However, the lack of established synthesis routes for solid-state materials remains a significant challenge in inorganic...

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Bibliographic Details
Main Authors: Yutong Liu, Mehrad Ansari, Robert Black, Jason Hattrick-Simpers
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Communications Materials
Online Access:https://doi.org/10.1038/s43246-025-00867-3
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