RAPID COMMUNICATIONS
PHYSICAL REVIEW E 92, 030301(R) (2015)
Dynamics of supercooled water in nanotubes: Cage correlation function and diffusion coefficient
Mahdi Khademi, Rajiv K. Kalia, and Muhammad Sahimi
*
Mork Family Department of Chemical Engineering and Materials Science, University of Southern California,
Los Angeles, California 90089-1211, USA
(Received 14 January 2015; revised manuscript received 13 July 2015; published 29 September 2015)
Dynamics of low-temperature water in nanostructured materials is important to a variety of phenomena,
ranging from transport in cement and asphaltene, to conformational dynamics of proteins in “crowded” cellular
environments, survival of microorganisms at very low temperatures, and diffusion in nanogeoscience. Using
silicon-carbide nanotubes as a prototype of nanostructured materials, extensive molecular dynamics simulations
were carried out to study the cage correlation function C(t ) and self-diffusivity D of supercooled water in
the nanotubes. C(t ), which measures changes in the atomic surroundings inside the nanotube, follows the
Kohlrausch-Williams-Watts law, C(t ) ∼ exp[−(t/τ )
β
], where τ is a relaxation time and β is a topological
exponent. For the temperature range 220 K <T 273 K, we find β ≃ 0.438, in excellent agreement with and
confirming the prediction by Phillips [Rep. Prog. Phys. 59, 1133 (1996)], β = 3/7. The self-diffusivity manifests
a transition around 230 K, very close to 228 K, the temperature at which a fragile-to-strong dynamic crossover
is supposed to happen. Thus the results indicate that water does not freeze in the nanotube over the studied
temperature range, and that the Stokes-Einstein relation breaks down.
DOI: 10.1103/PhysRevE.92.030301 PACS number(s): 61.20.Ja, 64.70.D−, 81.07.De
I. INTRODUCTION
Water, in addition to being a fundamental ingredient of
life, has many unusual properties [1], such as the lowest
density at 4
◦
C, as well as its coexistence within two distinct
forms—polymorphism [2]—and the abnormal behavior of its
isothermal compressibility, isobaric heat capacity, and thermal
expansion coefficient at temperatures between homogeneous
nucleation (231 K) and its melting point of 273 K, all of
which have been studied intensively. In addition, water can be
in a supercooled state between 273 K and about 230 K [1].
The supercooled liquid state is important from a biological
standpoint because it can preserve microorganism during
freezing. In contrast to other liquids, at 273 K and lower
temperatures, water volumetric expansion is associated with
reduction in the entropy due to the tetrahedral symmetry
of the local order around each water molecule [1], related
to hydrogen bonding. Under bulk conditions three forms of
glassy water exist, namely, low-density amorphous (LDA) ice,
and high-density and very high-density amorphous (HDA and
VHDA, respectively) ice. The region between homogeneous
nucleation temperature (231 K) and crystallization tempera-
ture is above the glass transition temperature of 165 K. The
gradual crystallization process by decreasing the temperature
has been explained by the hypothesis that there exists a liquid-
liquid critical point, based on structural changes governed
by hydrogen bonds during water clustering process, and the
development of a tetrahedral-coordinated network. The nature
of water at 228 K, which has been hypothesized to be a
second, low-temperature critical point of water, is still under
investigation.
Even more interesting and important phenomena occur
when water is in confined media. Understanding various
properties of water in such media is highly important to many
physical, chemical, and biological phenomena, as they appear
*
moe@usc.edu
to be fundamentally different from their bulk counterparts.
For example, diffusion of water in nanopores and nanotubes
is governed by a process that is different from the bulk phase
[3–5], because while diffusion under bulk conditions follows
the Einstein relation and only local temperature and pressure
influence the transport process, the same is not true about
water diffusion in a confined medium. In such a medium
the interactions of water molecules with the solid walls,
which are mainly of the van der Waals and Coulombic type,
affect their mobility and usually reduce the rate of molecular
diffusion [6,7]. Moreover, a water molecule in the bulk is, on
average, hydrogen-bonded to four neighboring molecules. If
one hydrogen bond breaks, the O-H-O configuration moves
away from linearity by more than 25
◦
, and as three or four H-
bonds are broken, the molecules undergo rotational diffusion.
This is not, however, the case in a confined medium. Thus, de-
spite considerable experimental and theoretical-computational
works to understand the possible deviations of the behavior of
water molecules in confined media from that in the bulk, no
reasonably complete understanding of the properties of water
in confined media has emerged. For example, it is not yet
clear whether the Stokes-Einstein relation is followed by water
molecules in nanotubes.
One way of achieving subcooling is [8] to use pores larger
than a critical size of 3–4 nm, in which water freezes to a
mixture of cubic crystals and amorphous ice. In smaller pores,
however, water does not crystallize. Another possibility is to
study the behavior of water in nanotubes. Kolesnikov et al. [9]
investigated the behavior of encapsulated water inside carbon
nanotubes (CNTs), and reported an anomalous “soft” dy-
namics characterized by pliable hydrogen bonds, anharmonic
intermolecular potentials, and large-amplitude motions. They
proposed that the structure of water in nanotubes consists of a
square-ice sheet wrapped into a cylinder inside the CNT with
the interior molecules being in a chainlike configuration, and
that the motion of the water molecules is enhanced along the
chains. Such an enhanced motion well below the freezing point
has been verified experimentally.
1539-3755/2015/92(3)/030301(6) 030301-1 ©2015 American Physical Society