Non-Radiative Electron-Hole Recombination in Silicon Clusters: Ab
Initio Non-Adiabatic Molecular Dynamics
Jin Liu,
†
Amanda J. Neukirch,
‡
and Oleg V. Prezhdo*
,§
†
Departments of Chemical Engineering,
‡
Physics and Astronomy, and
§
Chemistry, University of Rochester, Rochester, New York
14627, United States
ABSTRACT: Silicon clusters hold exciting potential for optoelectronic and
solar energy applications by yielding strong and tunable visible absorption
and luminescence. Nonradiative relaxation of excitons induced by electron-
phonon interactions is detrimental to these applications. We combine
nonadiabatic molecular dynamics (NAMD) with time-domain density
functional theory to study electron-hole recombination in Si
n
clusters (n =
5-10, 15). The recombination is much faster in clusters than in bulk Si due
to enhanced electron-phonon coupling and transition from indirect to
direct bandgap. By applying quantum-classical NAMD, we investigated the
importance of the decoherence correction in determining the nonradiative lifetime. The recombination rates decrease by an
order of magnitude due to decoherence, bringing the calculations in close agreement with experiment. We interpreted the results
of the atomistic simulations analytically using Fermi’s golden rule, rationalizing the dependence of the relaxation rate on the
electron-phonon coupling and temperature. The electron-hole recombination time is roughly independent of the size of these
small clusters, with Si
5
and Si
7
exhibiting longer lifetimes due to enhanced stability to thermal fluctuations.
1. INTRODUCTION
Quantum confinement in nanocrystals imparts novel electronic
properties and leads to a variety of applications, including solar
cells,
1-3
light-emitting diodes,
4,5
field-effect transistors,
6
and
biosensors.
7
Tunable bandgaps, enhanced exciton lifetimes and
multiple exciton generation in quantum dots (QDs) are
favorable for photovoltaics and photocatalysis, as the research
on CdTe,
8
CdSe,
9
PbSe,
10,11
PbS,
12
and InAs
13
QDs has
shown. Strong and tunable radiative emission motivates
development of light-emitting diodes and related devices.
4,5
A
thorough experimental and theoretical understanding of the
charge pathways and optical properties of QDs is essential for
realizing their full potential. QDs differ from the parent bulk
materials due to both quantum confinement and surface effects.
Quantum confinement allows one to vary continuously QD
properties by changes in size. Surface regions deviate from bulk
in structure and composition, containing ligands and defects. As
the electronic energy levels become sparse with decreasing QD
size, the electron-phonon relaxation slows down, leading to
the expectation of a phonon bottleneck.
14,15
The phonon
bottleneck is not as common as expected initially,
14,16
because
of a large density of electronic states, especially at high
energies,
15,17,18
stronger electron-phonon coupling in QDs
compared to bulk, and a broad spectrum of phonon modes
participating in the nonradiative relaxation. QDs deviate from
the ideal behavior due to symmetry breaking, defects,
19,20
ligands,
21,22
and anharmonicities.
16,23
Auger-type exchange of
energy between electrons and holes
24,25
accelerate the
relaxation further. The nonradiative relaxation represents
inelastic electron-phonon scattering. Elastic scattering deter-
mines homogeneous line widths of optical signals and lifetimes
of electronic state superpositions encountered during multiple
exciton generation, fission and other excited state processes.
26
Silicon is the most common material in electronics and solar
energy applications. Bulk Si is not suitable for optoelectronics
owing to its indirect bandgap (∼1.1 eV). As the size of Si
crystals decreases below the exciton Bohr radius, around 5
nm,
27
novel effects emerge. The bandgap becomes direct,
28
stimulating development of silicon-based optoelectronic
components. In contrast to crystalline silicon, porous silicon
produces highly efficient, visible luminescence.
29-31
The
Franck-Condon shift increases abruptly around 1 nm,
manifesting transition from crystals to molecules.
32
Si
luminescence lifetime depends strongly on material size and
generally decreases in smaller systems. The excited state
lifetime of bulk Si is extremely long, around a millisecond,
33
since radiative relaxation is forbidden by the indirect bandgap,
and the electron-phonon coupling causing nonradiative energy
losses is weak. The exciton lifetime reduces to 0.1 ms in 50 nm
Si crystals.
34
When the size decreases further to several
nanometers, the photoluminescence lifetime reduces to micro-
seconds.
31,35,36
Mason et al.
30,37
spatially isolated and detected
luminescence from individual Si nanoparticles in the 5-20 nm
range, suggesting a 1 μs lifetime. Bechstedt
38
investigated
electron-hole relaxation using first-principles simulations and
found the radiative lifetime to be proportional to the Si cluster
diameter. When the Si cluster size decreased to 5 Å, which is
comparable to the size investigated in our work, the calculated
lifetime was around 4 ns. Recently, Wei Yu et al.
39
created a Si-
Received: July 6, 2014
Revised: August 15, 2014
Published: August 15, 2014
Article
pubs.acs.org/JPCC
© 2014 American Chemical Society 20702 dx.doi.org/10.1021/jp5067296 | J. Phys. Chem. C 2014, 118, 20702-20709
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