Catalytic tango in diatomic catalysts: from precision-guided pair construction to machine-learning-driven

Bowen Jiang1, Jishui Huang2, Kuibo Yin1

  • 1SEU-FEI Nano-Pico Center, Key Lab of MEMS of Ministry of Education, Southeast University, Nanjing 210096, P. R. China. yinkuibo@seu.edu.cn.

Nanoscale
|March 17, 2026
PubMed
Summary

Diatomic catalysts (DACs) feature two adjacent metal centers working together, enhancing catalytic activity. This review explores their construction, cooperative mechanisms, and machine learning-assisted design for advanced catalysis.

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