The lack of clear structure–performance relationships in electrochemical CO2 reduction catalysts has hindered improvements in catalyst design. This Review examines recent advances in the phase and facet engineering of nanoscale catalysts for electrochemical CO2 reduction, highlighting structure–performance relationships and AI-driven strategies to accelerate catalyst discovery and design.
- Liangyiqun Xie
- Yi Liu
- Wenlei Zhu