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Machine learning-driven design of single-atom catalysts for carbon dioxide valorization to high-value chemicals: a review of photocatalysis, electrocatalysis, and thermocatalysis

Xiangyu Wen, Xiao Geng, Guosheng Su, Yizheng Li, Qidong Li, Yuxuan Yi, Lifen Liu

2025Green Chemistry55 citationsDOIOpen Access PDF

Abstract

The research about photocatalytic, electrocatalytic, and thermocatalytic CO 2 reduction, with single-atom catalysts (SACs).

Topics & Concepts

PhotocatalysisElectrocatalystCatalysisCarbon dioxideChemistryCarbon atomTitanium dioxideAtom (system on chip)Chemical engineeringMaterials scienceOrganic chemistryMetallurgyComputer scienceElectrochemistryEngineeringPhysical chemistryElectrodeAlkylEmbedded systemMachine Learning in Materials ScienceCatalytic Processes in Materials ScienceCatalysis and Oxidation Reactions