Fractal Lé vy Heat Transport in Nanoparticle Embedded
Semiconductor Alloys
Amr M.S. Mohammed,
†
Yee Rui Koh,
†
Bjorn Vermeersch,
†
Hong Lu,
‡
Peter G. Burke,
‡
Arthur C. Gossard,
‡
and Ali Shakouri
,†
†
Birck Nanotechnology Center, Purdue University, West Lafayette, Indiana 47907, United States
‡
Materials Department, University of California, Santa Barbara, California 93106, United States
* S Supporting Information
ABSTRACT: Materials with embedded nanoparticles are of consid-
erable interest for thermoelectric applications. Here, we experimen-
tally characterize the effect of nanoparticles on the recently discovered
Le ́ vy phonon transport in semiconductor alloys. The fractal space
dimension α ≈ 1.55 of quasiballistic (superdiffusive) heat conduction
in (ErAs)
x
:InGaAlAs is virtually independent of the Er content 0.001
< x < 0.1 but instead controlled by alloy scattering of the host matrix.
The increased nanoparticle concentration does reduce the diffusive
recovery length by an order of magnitude. The bulk conductivity
drops by 3-fold, in close agreement with a Callaway model. Our
results may provide helpful hints toward engineering superdiffusive
heat transport similar to what has been achieved with light in Le ́ vy glasses.
KEYWORDS: Nanoparticles, Ballistic heat transport, Superdiffusion, Le ́ vy flight, Thermal Conductivity, Thermoelectric materials
Q
uasiballistic thermal transport, that is, transport
occurring over length scales comparable to phonon
mean free paths (MFPs), deviates significantly from diffusive
predictions.
1−4
As a result, heat conduction in nanostructures
can be very different from that in bulk materials. A detailed
understanding of the underlying transport processes is crucial
for many technological applications including electronic
devices
5,6
and thermoelectric (TE) materials.
The performance of the latter is governed by a dimensionless
figure of merit ZT = σS
2
T/k. An ideal TE material therefore
must have a large Seebeck coefficient S and should act as a
crystal for electrons (large electrical conductivity σ) but as a
glass for phonons (low thermal conductivity k).
7
Due to
inherent trade-offs between S and σ, most TE optimization
efforts have focused on lowering the thermal conductivity
beyond the alloy limit. The introduction of heavy point defects
8
and nanostructuring
9−14
have proven both theoretically and
experimentally to be a successful approach in ZT enhancement.
Following the report that semimetallic nanoparticles (NPs) can
beat the thermal conductivity alloy limit by 2-fold,
15
a series of
studies have investigated the impact of NPs on TE material
performance.
16−19
As NP scattering targets a limited portion of
the MFP spectrum, additional improvements have been
proposed by introducing scatterers at all relevant length
scales.
20
ZTs exceeding 2 over the 900−1000K temperature
range were reported in nanostructured PbTe and distorted
rock-salt SnSe.
20,21
The ultralow thermal conductivity of the
latter was attributed to phonon dispersion anisotropy and
anharmonicity. Such findings indicate the importance and
practical relevance of gaining knowledge about phonon
population properties and fundamental heat conduction
mechanisms for TE optimization.
Ab initio Boltzmann transport equation (BTE) analyses have
recently shown that in semiconductor alloys the Fourier theory
breaks down in a very particular way.
22
Namely, the random
motion of quasiballistic thermal energy is no longer Brownian
but instead governed by so-called Lé vy transport. This
fractional superdiffusion process induces characteristic random
walk patterns with fractal spatial dimension 1 < α < 2.
23
The
anomalous behavior gradually recovers to regular diffusion over
a characteristic length scale u
BD
. Both Le ́ vy parameters can be
determined experimentally in conjunction with the bulk
thermal conductivity using laser thermoreflectance and provide
valuable microscopic metrics about the phonon population.
24
Given the relevance for TE applications and aforementioned
prevalence of nanostructuring in this context, the question
arises how the inclusion of nanoparticles inside an alloy host
matrix affects the Lé vy characteristics of the thermal transport.
In this Letter, we experimentally characterize microscale heat
conduction inside InGaAlAs with embedded self-assembling
ErAs nanoparticles with a narrow size distribution. Varying the
NP concentration from 0.1% to 10%, which is achieved by
changing the volumetric percentage of ErAs preserves a near
constant fractal dimension α ≈ 1.55, whereas u
BD
drops from
Received: November 20, 2014
Revised: February 1, 2015
Letter
pubs.acs.org/NanoLett
© XXXX American Chemical Society A DOI: 10.1021/nl5044665
Nano Lett. XXXX, XXX, XXX−XXX