Model interaction potentials for selenium from ab initio molecular simulations
John C. Mauro
NYS College of Ceramics at Alfred University, 2 Pine Street, Alfred, New York 14802, USA
and Science and Technology Division, Corning Incorporated, SP-DV-02-08, Corning, New York 14831, USA
Arun K. Varshneya
NYS College of Ceramics at Alfred University, 2 Pine Street, Alfred, New York 14802, USA
Received 10 November 2004; revised manuscript received 14 March 2005; published 21 June 2005
We develop model interaction potentials for elemental selenium based on ab initio molecular simulations
and cluster expansion theory. Our potentials are used in classical Monte Carlo simulations to characterize the
structure of selenium glass.
DOI: 10.1103/PhysRevB.71.214105 PACS numbers: 61.43.Dq, 31.15.Ar, 31.50.Bc, 61.43.Fs
I. INTRODUCTION
Accurate descriptions of interatomic potentials are neces-
sary to model and understand the structure and properties of
materials. Ideally, these potentials are developed using a
first-principles approach, which is most likely to accurately
describe the interatomic forces. For larger atoms, however,
this approach has proved difficult. As a result, researchers
often use empirical or semiempircal models to describe the
effective behavior of the atomic systems without necessarily
capturing the true underlying physics.
The most widely used potentials for selenium are based
on a semiempirical model developed by Oligschleger and
co-workers.
1
Following the approach of Stillinger et al.
2
in
their model of sulfur, Oligschleger developed effective two-
and three-body interaction potentials that reproduce known
structures and energies of selenium clusters Se
2
-Se
8
from
experimental data and density-functional calculations. The
Oligschleger model of selenium has been used to determine
selenium glass structure,
3
vibrational properties,
4
and quench
behavior.
5–7
While the Oligschleger model has enabled much
progress in the study of selenium, it is not based on funda-
mental physics and hence is inherently limited in scope and
applicability.
This problem may be addressed using quantum-
mechanical techniques. Shimojo et al.
8–10
investigated the
structure and electronic properties of fluid selenium using
density-functional theory, a quantum-mechanical technique
by Hohenberg and Kohn
11
that relates the total electronic
energy to the electron density. Zhang and Drabold
12,13
uti-
lized additional localization techniques by Sankey and
Niklewski
14
to study the impact of photon absorption on the
structure of amorphous selenium. In addition, Shimizu et
al.
15
and Nakamura and Ikawa
16
performed molecular-orbital
calculations on amorphous selenium and found excellent
agreement between their calculated structures and those de-
termined by infrared/Raman spectrometry. However, none of
this work at the quantum-mechanical level has attempted to
bridge the gap to larger-scale molecular dynamics or Monte
Carlo simulations.
In this study, we use ab initio molecular simulations and a
cluster expansion technique to derive effective interaction
potentials for elemental selenium. We then use these poten-
tials in classical Monte Carlo simulations to characterize the
structure of selenium glass.
II. SIMULATION DETAILS
In our simulations, we employ second- and fourth-order
Møller-Plesset perturbation theory
17
to calculate the energy
of clusters of selenium atoms. We use the aug-cc-pVQZ ba-
sis set of Dunning and co-workers,
18
where the acronym
stands for “augmented correlation-consistent polarized va-
lence quadruple .” For a single selenium atom, the aug-cc-
pVQZ basis set consists of 93 basis functions composed of
343 primitive Gaussians. All ab initio simulations are per-
formed using the GAUSSIAN 03 software.
19
In order to isolate the two- and three-body interaction
potentials from the total system energy, we adopt the tech-
nique of cluster expansion,
20
where the total potential of a
system is the sum of the monomer energies and all combi-
nations of higher-order interactions. Mathematically, we may
write the total potential as
V =
i=1
N
V
1
+
i=1
N
ji
N
V
2
r
ij
+
i=1
N
ji
N
ki, j
N
V
3
r
ij
, r
jk
,
ijk
+ ¯ ,
1
where V
n
refers to the n
th
-order interaction potential. In
theory, the series of interactions terminates only with the V
N
term, where N is the total number of atoms in the system.
However, since the magnitudes of the interactions typically
decrease with increasing n and due to computational effi-
ciency considerations, it is common to truncate the series
after the second- or third-order terms.
III. INTERACTION POTENTIALS
In order to be used in higher-level classical simulations
e.g., molecular dynamics and Monte Carlo, the ab initio
potentials are fit to continuous functions that accurately re-
produce the quantum data. While it is preferable to use fitting
functions drawn from physical intuition, they do not neces-
sarily provide the best fit for our particular systems. Here we
PHYSICAL REVIEW B 71, 214105 2005
1098-0121/2005/7121/2141055/$23.00 ©2005 The American Physical Society 214105-1