Boundary conditions
for catalyst performance in the conversion
of common precursors such as N
2
, O
2
, H
2
O, and CO
2
are governed by linear free energy and scaling
relationships. Knowledge of these limits offers an impetus for designing
strategies to alter reaction mechanisms to improve performance. Typically,
experimental demonstrations of linear trends and deviations from them
are composed of a small number of data points constrained by inherent
experimental limitations. Herein, high-throughput experimentation
on 14 bulk copper bimetallic alloys allowed for data-driven identification
of a scaling relationship between the partial current densities of
methane and C
2+
products. This strict dependence represents
an intrinsic limit to the Faradaic efficiency for C–C coupling.
We have furthermore demonstrated that coating the electrodes with
a molecular film breaks the scaling relationship to promote C
2+
product formation.