Universal descriptor for two-dimensional carbon nitrides based single-atom electrocatalysts towards nitrogen reduction reaction

A universal descriptor was constructed by combining DFT calculations and machine learning to predict highly active NRR electrocatalysts based on transition metal atom anchored 2D carbon nitrides with varied C/N ratios (TM@CN x ).