Unlocking the performance of ternary metal (hydro)oxide amorphous catalysts <i>via</i> data-driven active-site engineering
Doudou Zhang, Haobo Li, Haijiao Lu, Zongyou Yin, Zelio Fusco, Asim Riaz, Karsten Reuter, Kylie Catchpole, Siva Krishna Karuturi
Abstract
A machine-learning methodology was applied to unveil the structure–property relationships of the fabricated ternary Ni, Fe, and Co amorphous oxygen evolution catalyst, showcasing remarkable performance and stability via corrosion engineering.
Topics & Concepts
Ternary operationAmorphous solidCatalysisOxideMaterials scienceAmorphous metalChemical engineeringMetalCorrosionMetallurgyComputer scienceChemistryEngineeringAlloyCrystallographyOrganic chemistryProgramming languageElectrocatalysts for Energy ConversionCatalytic Processes in Materials ScienceAdvanced Memory and Neural Computing