Identifying key factors of peroxymonosulfate activation on single-atom M–N–C catalysts: a combined density functional theory and machine learning study

Through a combination of density functional theory and machine learning, the intrinsic factors underlying the activation of peroxymonosulfate on a range of single-atom catalysts were revealed.