Revisiting the unified principle for the single-atom electrocatalysts in sulfur reduction reaction: from liquid to solid-state electrolytes

A new descriptor ( λ ) for lithium polysulfides (LPSs) conversion involving d–p coupling on catalyst surfaces. Our model, validated by DFT calculations and machine-learning algorithms, explains LPSs dynamics and improves Li–S battery performance.