The attention toward
single-atom catalysts (SACs) for electrochemical
processes is growing at an impressive pace. Electronic structure calculations
play an important role in this race by providing proposals of potentially
relevant catalysts based on screening studies or on the identification
of descriptors of the chemical activity. So far, almost all of these
predictions ignore a crucial aspect in the design of a catalyst: its
stability. We propose a simple yet general first-principles approach
to predict the stability of SACs under working conditions of pH and
applied voltage. This is based on the construction of a thermodynamic
cycle, where part of the information is taken from experiment and
the rest from density functional theory (DFT) calculations. In particular,
we make use of the formalism of Pourbaix diagrams to investigate the
stability of SACs in reductive or oxidative conditions and we identify
those that show a pronounced tendency to dissolve or to form other
chemical species. Applying the procedure to four transition metal
atoms, Cr, Mn, Fe, and Co, and to three supports, N-doped graphene,
carbon nitride, and covalent organic frameworks, we show that a key
factor in determining the final stability is the binding energy of
the free metal atom to the support. The results show that several
potentially very good catalysts in key electrochemical reactions are,
in fact, dramatically prone to dissolution or transformation in other
chemical species, suggesting that every prediction of the SAC’s
catalytic activity should be accompanied by a parallel investigation
of the stability.