HOME > Article > DetailSurface Nanostructures of Pt-Compositionally Complex Alloy Single-Crystal Model Catalyst Surfaces for Improved Oxygen Reduction Reaction: Machine-Learning-Assisted ExplorationYoshihiro Chida, Sae Dieb, Hiraku Masui, Arata Umehara, Keitaro Sodeyama, Toshimasa Wadayama. ACS Applied Materials & Interfaces 17 [15] 22557-22567. 2025.https://doi.org/10.1021/acsami.4c22052 Open Access Materials Data Repository (MDR) NIMS author(s)DIEB, SaeSODEYAMA, KeitaroFulltext and dataset(s) on Materials Data Repository (MDR)MDRavailable Surface Nanostructures of Pt-Compositionally Complex Alloy Single-Crystal Model Catalyst Surfaces for Improved Oxygen Reduction Reaction: Machine-Learning-Assisted Exploration Created at: 2025-12-27 03:10:38 +0900 Updated at: 2026-10-08 09:15:38 +0900