Use of metamodels for rapid discovery of narrow bandgap oxide photocatalysts

Summary: New photocatalysts are traditionally identified through trial-and-error methods. Machine learning has shown considerable promise for improving the efficiency of photocatalyst discovery from a large potential pool. Here, we describe a multi-step, target-driven consensus method using a stacki...

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Bibliographic Details
Main Authors: Haoxin Mai, Tu C. Le, Takashi Hisatomi, Dehong Chen, Kazunari Domen, David A. Winkler, Rachel A. Caruso
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:iScience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004221010361