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

Green Chem., 2025, Advance Article
DOI: 10.1039/D5GC00739A, Tutorial Review

Xiangyu Wen, Xiao Geng, Guandong Su, Yizheng Li, Qidong Li, Yuxuan Yi, Lifen Liu
The research about photocatalytic, electrocatalytic, and thermocatalytic CO₂ reduction, with single-atom catalysts (SACs).
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