Origin of quasi-constant pre-exponential factors for adatom diffusion
on Cu and Ag surfaces
Handan Yildirim, Abdelkader Kara, and Talat S. Rahman
Department of Physics, University of Central Florida, Orlando, Florida 32816-2385, USA
Received 20 June 2007; revised manuscript received 1 September 2007; published 18 October 2007
Many-body interaction potentials from the embedded atom method with two functionals and electronic
structure calculations based on density functional theory and the plane-wave pseudopotential method are used
to calculate the pre-exponential factors for self-diffusion of adatoms via hopping on Cu100 and Ag100
surfaces with and without steps. The pre-exponential factors are found to be in the range of 10
-3
cm
2
/s for all
investigated processes regardless of whether substrate vibrational dynamics are included or omitted. When
substrate dynamics are ignored, compensation effects between stiffening and softening of the vibrational
frequencies of the diffusing atom are responsible for this quasi-constant pre-exponential. When these dynamics
are included, subtle cancellations in the vibrational free energy make the local contribution of the diffusing
atom the dominant one.
DOI: 10.1103/PhysRevB.76.165421 PACS numbers: 68.35.Md, 68.35.Fx, 66.30.Fq, 63.22.+m
I. INTRODUCTION
Thermally activated processes often control the end prod-
uct in technologically important processes such as thin film
growth and heterogeneous catalysis. Detailed and accurate
knowledge of relevant energetics and dynamics of such pro-
cesses is thus essential if simulation of spatio-temporal evo-
lution of materials is to have predictive power. One of the
major computational techniques used to study such evolution
of materials is kinetic Monte Carlo calculating diffusion co-
efficients estimated from harmonic transition state theory.
1,2
These coefficients depend on two main ingredients, namely,
the activation energy barrier and the pre-exponential factor
or prefactor. Much attention has been given to the calcula-
tion of the activation energies, while the prefactor is often
assumed to take the “standard value” of 10
-3
cm
2
/s.
3–8
It is
also customary to note that uncertainties in the activation
energies would generate fluctuations in the diffusion coeffi-
cient that are much larger than those generated by deviations
in the prefactors from the standard value. Since accurate de-
termination of the activation energies for example, using
density functional theory is becoming more and more fea-
sible, focus has been turning toward a more realistic deter-
mination of the prefactors. Such knowledge is certainly im-
portant for cases in which accurately determined energy
barriers for competing processes lie very close in value to
one another.
In previous publications,
9–11
a detailed description of a
quantum mechanical approach to calculate these prefactors
within the harmonic/quasiharmonic approximation has been
presented and recently applied to the case of adatoms hop-
ping on terraces and steps of Cu100 and Cu110.
9
Indeed,
the prefactor was found to be of the order of 10
-3
cm
2
/ s with
a variation of about less than 1 order of magnitude. We
should note here that a full quantum mechanical treatment of
the prefactor is not a trivial matter even when the interatomic
interaction potential is of a semi-empirical nature.
9–11
In such
calculations, force constant matrices evaluated from the par-
tial second derivatives of the potential for the whole system
diffusing entity plus substrate in the minimum energy and
saddle point configurations need to be calculated. Conse-
quently, if the system has N atoms, it presents 3N modes at
the minimum energy configuration and 3N-1 for the saddle
point configuration. With these frequencies, or their densities
of states, one calculates the prefactors using the recipe pre-
sented in previous publications.
10,11
While this procedure is
feasible when the interaction potentials are of empirical or
semi-empirical nature, it becomes quickly formidable, with
increasing system size when the interaction is described us-
ing density functional theory DFT. Understandably, calcu-
lations of the prefactors based on DFT have been carried out
by totally or partially neglecting the dynamics of the
substrate.
12,13
As a matter of fact, for the studied fcc metals,
these approximations do not appear to be drastic, as shown
by Ratsch and Scheffler, for the case of Ag adatom diffusion
on Ag111 for which the prefactor changes only by a factor
of 2 when the dynamics of the substrate are partially
included.
13
There was thus an informal consensus that for
most fcc metals the prefactor for adatom hopping was close
to the “standard” value and that the dynamics of the substrate
played a minor role in its determination.
In a recent publication, Kong and Lewis,
14
however,
claim that the role of the substrate dynamics is crucial for the
determination of the prefactor for self-diffusion on the same
set of metal surfaces as above. Note that while previous DFT
calculations have included the substrate dynamics partially,
in one previous study
9
and see references therein, calcula-
tions based on semi-empirical potentials have incorporated
the full vibrational dynamics of the substrate in calculating
all contributions to the system vibrational entropy. Note also
that in previous publications
10,11
while only local contribu-
tion to the system vibrational entropy was emphasized, cal-
culations nevertheless included full substrate dynamics. We
would like to mention that in a recent study
15
of both adatom
and dimer diffusion on the 100 and 110 surfaces of Ag
and Cu, using interaction potentials based on the embedded
atom method
16
EAM, we also find the prefactor to be
“normal.” As we shall see, noticeable cancellations and
PHYSICAL REVIEW B 76, 165421 2007
1098-0121/2007/7616/16542110 ©2007 The American Physical Society 165421-1