Fig. 4: Analysis of key factors affecting catalytic performance.
From: The geometric-electronic coupled design of diatomic catalyst towards oxygen reduction reaction

a SHAP summary plot of the GBR model for ORR overpotentials. b Hot spot plot of ML predicted overpotential as a function of dM1-M2 and MagM1 features by M1-N-M2/NCs (M1 = Co, Rh, Ir). Source data are provided as a Source Data file.