Accelerating the design and optimization of catalysts for the hydrogen evolution reaction in transition metal phosphides using machine learning
Mengbo Yan, Shizhi Dong, Yanshuai Li, Zhiyu Liu, Hewei Zhao, Zhenwei Ma, Fuyang Geng, Zhiyong Li, Chun Wu
Topics & Concepts
CatalysisRandom forestTransition metalDecision treeMachine learningTest setTree (set theory)Computer scienceArtificial intelligenceChemistryAlgorithmMaterials scienceMathematicsCombinatoricsOrganic chemistryElectrocatalysts for Energy ConversionFuel Cells and Related MaterialsMachine Learning in Materials Science