J. Mai et al., STOCHASTIC-MODEL FOR COMPLEX SURFACE-REACTION SYSTEMS WITH APPLICATION TO NH3 FORMATION, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 48(3), 1993, pp. 1700-1709
A stochastic model is introduced that is appropriate to describe surfa
ce-reaction systems. These reaction systems are well suited for the de
scription via master equations using their Markovian behavior. In this
representation an infinite chain of master equations for the distribu
tion functions of the state of the surface, of pairs of surface sites,
etc., arises. This hierarchy is truncated by a superposition approxim
ation. The resulting lattice equations are solved in a small region wh
ich contains all of the structure-sensitive aspects and can be connect
ed to continuous functions which represent the behavior of the system
for large distances from a reference point. In the present paper, we f
ocus our interest on the development of the formalism and its use when
applied to the formation of NH3. The results obtained (phase-transiti
on points and densities of particles on the surface) are in agreement
with Monte Carlo and cellular-automata simulations. The stochastic mod
el can easily be extended to other reaction systems and is therefore a
n elegant alternative to the description via Monte Carlo and cellular-
automata simulations.