Periodic Trends in Adsorption and Activation Energies for
Heterometallic Diffusion on (100) Transition Metal Surfaces
Handan Yildirim, Subramanian K.R.S. Sankaranarayanan,* and Jeffrey P. Greeley*
Center for Nanoscale Materials, Argonne National Laboratory, Argonne, Illinois 60439, United States
* S Supporting Information
ABSTRACT: A first-principles analysis of trends in metal-on-metal hopping diffusion
for 64 admetal/substrate systems is presented. Focusing on the (100) facets of various
transition metal substrates, we demonstrate that the calculated hopping diffusion barriers
may be interpreted in terms of the cohesive energies of the admetals and substrates, as
well as the lattice constants of the substrates. We further show that general linear
relationships exist between the diffusion barriers and the corresponding adsorption
energies on each transition metal substrate. The slopes in these Brønsted-Evans-
Polanyi relationships are related to the degree of resemblance between the initial states
and the transition states for hopping diffusion, and the slopes are found to depend
sensitively on the nature of the transition metal substrate. Substrates with higher
cohesive energies and smaller lattice constants generally exhibit smaller slopes and,
therefore, a closer correspondence between the transition states and the initial states.
These relationships, in addition to providing fundamental insights into trends in diffusion across different transition metal
surfaces, give a powerful and convenient means of predicting diffusional kinetics from purely thermodynamic quantities. The
results may ultimately provide a useful input to kinetic Monte Carlo (kMC)-type simulations, enabling efficient and accurate
studies of heteroepitaxial metal-on-metal growth.
I. INTRODUCTION
Metal-on-metal surface diffusion is central to both the basic
physics of crystal and thin film growth and to a variety of
technologically important fields, including catalysis, micro-
electronics, and corrosion. In spite of these diverse and
significant applications, however, fundamental knowledge of the
kinetics and dynamics of diffusing metal adspecies is far from
complete, and nearly all atomistic studies of these phenomena
have focused on the diffusion of specific metals across specific
substrates.
1-6
While such studies, involving both experimen-
tal
7,8
and computational techniques, have identified many
important principles of surface diffusive processes, a more
general understanding of atomic-scale trends in surface
diffusion across different admetals and substrates is lacking.
The development of such a generalized understanding, in turn,
could be of significant benefit in controlling the structure of
alloys during growth or dealloying processes and in designing
bimetallic materials for desired applications.
Theoretical surface science studies have emerged in recent
years as a powerful tool to elucidate the kinetics, dynamics, and
atomistic details of the mechanisms governing surface
processes. Such studies, based primarily on periodic Density
Functional Theory (DFT) calculations, have found extensive
uses in a variety of applications.
9-15
These calculations have
been shown, for example, to be useful for obtaining linear
energy scaling relationships for a variety of molecular
adsorbates on transition metal surfaces.
16
Additional linear
relationships are of the Brønsted-Evans-Polanyi (BEP)
type,
17-19
which describes the correlations between the kinetics
of elementary surface processes and the corresponding
thermodynamics.
20,21
For complex catalytic reactions, these
relationships have permitted the description of fundamental
reactivity trends across diverse catalyst surfaces using just a few
independent parameters, or descriptors.
22-27
To a significantly
lesser extent, simplified forms of these general classes of linear
correlations have been used to describe metal adatom diffusion
on transition metal substrates.
28-31
In particular, adatom
diffusion on corrugated surfaces such as (100) has often been
studied,
28-31
and some correlations between the adsorbate
binding strengths and the bulk bond energies have been
suggested for self-diffusion processes
32
wherein the admetal and
the substrate have the same elemental identity (these systems
are also referred to with the term “homodiffusion” in the
remainder of this article). A linear relation between the hopping
barriers over step edges and the (111) terrace adsorption
energies has also been reported for a few heterodiffusive
processes, wherein the elemental identities of the admetal and
substrate are different.
33
Similarly, a relatively recent first-
principles study, using related ideas, has reported that BEP-type
correlations exist for the diffusion of several atomic and
molecular adsorbates (C, N, NO) on close-packed transition
metal surfaces.
34
In spite of the advances described above, there are relatively
few general principles that have been identified for describing
atomistic details of heterodiffusion of metal adatoms on metal
Received: September 7, 2012
Published: September 29, 2012
Article
pubs.acs.org/JPCC
© 2012 American Chemical Society 22469 dx.doi.org/10.1021/jp3089275 | J. Phys. Chem. C 2012, 116, 22469-22475