Ethene epoxidation on Ag-based catalysts,
an important heterogeneous
catalytic reaction with large-scale global wide production, has generated
continuous debate on the active site of epoxidation over the past
60 years. The controversy is not only on the roles of the phase transition
from Ag metal to oxidation but also on the necessity of the minority
crystal facets of the Ag metal, i.e., Ag(100). Herein, we identify,
via a machine-learning reaction exploration, that ethene oxidation
on the Ag metal surfaces has three low-energy pathways and the most
important one, the dehydrogenation of oxometallacycle intermediate
(OMC-DH), is entirely overlooked previously. By computing the free
energy profile and performing microkinetics simulation, we show that
irrespective of the reaction conditions the dehydrogenation path is
always dominant for ethene oxidation on both Ag(100) and Ag(111) metal
surfaces (>90%), which rationalizes the low selectivity to combustion
products (CO2 and H2O) in low oxygen pressure
experiments and rules out the chance of Ag metal phases being the
active site of ethene epoxidation under industrial conditions (high
O2 pressures). The universal presence of the OMC-DH pathway
and the general low selectivity on metal sites are then confirmed
by evaluating this mechanism on different catalysts. Our results highlight
the power of machine-learning-based reaction exploration for resolving
the complex reaction network and also point the direction to reveal
the true active site of Ag-based catalyst in ethene oxidation.