“…Minimizing the catalyst size to clusters or even single atoms (SAs) maximizes the exposure of active sites, which contributes to boosting the catalytic activity. − SA catalysts exhibit high catalytic activity in photothermal catalysis due to the atomically dispersed nature of the metal sites. , Co SA catalysts, among various inexpensive metals, have demonstrated their competitiveness as candidates for facilitating hydrogen production. , A Co SA exhibits a low Gibbs free energy of hydrogen production, which plays a vital role in H 2 O dissociation. , Doping the catalyst with an appropriate amount of Co SA can effectively adjust the d-band center and enhance the absorption of visible light. − Studies have shown that in the condition of doping semiconductor materials, although the bandgap state excited by visible light can enhance visible light absorption, the carriers in the bulk phase tend to recombine via the bandgap state, leading to reduced photogenerated charge separation efficiency, , whereas, in the case of SA catalysts loaded on the metal oxide surface, the generated charge carriers can directly interact with adsorbed molecules to facilitate effective utilization. , In the CO 2 reduction process, the transition metal Ni can efficiently convert NIR light into hot electrons and thermal energy through the localized surface plasmon resonance (LSPR) effect, − which leads to rapid heating of the local interface, induces a strong hot spot effect, and promotes the CO 2 activation process. − …”