Abstract
Catalyzing carbon-nitrogen (C-N) coupling using small abundant nitrogenous molecules is of
growing interest to lessen the environmental impact of the industrial process. High-entropy
alloys hold the potential to have surface sites optimized for each of the coupling intermediates
and by varying the alloy composition of the catalyst it provides tunability to the adsorption
energy distribution. We model the C-N coupling using adsorption energies of CO and NO and
assume that *CO couples with an *NO-reduced intermediate. As more mechanistic inside is
needed, we limit the model to the coverage of pairs of *CO and *NO, providing a necessary but
not sufficient condition for catalytic activity. Two limiting cases for simulating the adsorption
process are presented: one considering thermodynamic equilibrium and one considering out-of-
equilibrium conditions. A Monte Carlo method connecting the two limits is suggested which
reproduce trends observed in experiments. By varying the partial pressure of NO the shape
of the pair coverage function in the composition space as well as its optima are altered. Our
method finds a ternary AuCuPd optimum at equal CO/NO partial pressures and copper to be
the optimum at low NO partial pressures.
Supplementary materials
Title
Supporting Information for Catalysis of C-N Coupling on High-Entropy Alloys
Description
DFT, ML model for adsorption energy prediction and supplementary Figures
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Supplementary weblinks
Title
GitHub repository
Description
All data and scripts necessary to reproduce results
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