LETTERS
PUBLISHED ONLINE: 25 SEPTEMBER 2011 | DOI: 10.1038/NMAT3119
A micromechanical model to predict the flow of
soft particle glasses
Jyoti R. Seth
1
, Lavanya Mohan
1
, Clémentine Locatelli-Champagne
2
, Michel Cloitre
2
*
and Roger T. Bonnecaze
1
Soft particle glasses form a broad family of materials made
of deformable particles, as diverse as microgels
1
, emulsion
droplets
2
, star polymers
3
, block copolymer micelles and
proteins
4
, which are jammed at volume fractions where
they are in contact and interact via soft elastic repulsions.
Despite a great variety of particle elasticity, soft glasses
have many generic features in common. They behave like
weak elastic solids at rest but flow very much like liquids
above the yield stress. This unique feature is exploited
to process high-performance coatings, solid inks, ceramic
pastes, textured food and personal care products. Much of
the understanding of these materials at volume fractions
relevant in applications is empirical, and a theory connecting
macroscopic flow behaviour to microstructure and particle
properties remains a formidable challenge. Here we propose a
micromechanical three-dimensional model that quantitatively
predicts the nonlinear rheology of soft particle glasses. The
shear stress and the normal stress differences depend on
both the dynamic pair distribution function and the solvent-
mediated EHD interactions among the deformed particles.
The predictions, which have no adjustable parameters, are
successfully validated with experiments on concentrated
emulsions and polyelectrolyte microgel pastes, highlighting the
universality of the flow properties of soft glasses. These results
provide a framework for designing new soft additives with a
desired rheological response.
Soft particle glasses share common features with hard sphere
glasses such as non-ergodicity and caged dynamics. However,
whereas hard sphere colloids experience only forces due to
excluded volume, soft particles at high volume fraction are
compressed against each other by bulk osmotic forces and form
flat facets at contact, with the average deformation depending on
particle elasticity and volume fraction. The solvent forming the
continuous phase is localized in thin films separating the particles
(Supplementary Fig. S1). We model a soft particle glass as a
suspension of N non-Brownian, elastic spheres (Fig. 1a), which are
dispersed at a volume fraction above the random close-packing of
hard spheres (φ>φ
c
≈ 0.64), in a solvent with viscosity η
S
. The
particles are slightly polydisperse in size, with an average radius R,
which prevents them from crystallizing under flow. We characterize
the contact between two particles by the overlap distance h
αβ
and
the relative deformation ε
αβ
= h
αβ
/R
c
, where R
c
is the contact radius
(Fig. 1b). The suspension is subject to an imposed shear flow in
the plane (x , y ) with shear rate ˙ γ , particle and fluid inertia being
neglected. As two compressed particles move past one another,
a flow of solvent develops inside the liquid films separating the
facets. This generates a net positive pressure, causing a further elastic
1
Department of Chemical Engineering and Texas Materials Institute, The University of Texas at Austin, Austin, Texas 78712, USA,
2
Matière Molle et Chimie,
UMR 7167 CNRS-ESPCI, Ecole Supérieure de Physique et Chimie Industrielles, 10 rue Vauquelin, 75005 Paris, France. *e-mail:michel.cloitre@espci.fr.
y
x
n
||
n
⊥
u
u
, ||
r
γ
α
αβ
αβ
β
β
u
α
a b
Figure 1 | Structure and interactions of a model soft glass. a, Typical
configuration of jammed elastic spheres at φ = 0.8; ˙ γ is the applied shear
rate. b, Schematic showing pair-wise interactions between particles α and
β with radii R
α
and R
β
centered at x
α
and x
β
and translating with velocities
u
α
and u
β
. r
αβ
is the centre-to-centre distance. h
αβ
= R
α
+ R
β
− r
αβ
is the
overlap distance; the thickness of the lubricating film separating the facets
is much smaller that the overlap distance. The deformation of the particles
is characterized by ε
αβ
= h
αβ
/R
c
, where R
c
= R
α
R
β
/(R
α
+ R
β
) is the contact
radius. u
αβ,‖
is the component of the relative velocity parallel to the facets.
The elastic force f
e
αβ
and the EHD drag force f
EHD
αβ
are parallel to the unit
vectors normal (n
⊥
) and parallel (n
‖
) to the facets, respectively.
deformation of the particles, which self-consistently maintains
the lubricating films and makes particle motion possible. This
mechanism shares strong similarities with the elastohydrodynamic
(EHD) slippage of soft particles compressed against solid surfaces
5
.
The interaction between α and β is composed of a central repulsive
force f
e
αβ
associated with the elastic contact between the two
particles, coupled to an EHD drag force f
EHD
αβ
, due to the motion
of α relative to β .
The elastic force f
e
αβ
between soft particles such as elastomeric
particles
6
, microgels
7,8
, and emulsion droplets
7
can be modelled
using Hertzian-like potentials. The classical Hertz theory applies at
rest and near equilibrium
6
, where ε
αβ
less than 0.1. When the glass
flows at high shear-rates, ε
αβ
can be much larger and Hertz theory
underestimates the contact force. We used a modified approximate
expression
6
, which is valid up to ε
αβ
≈ 0.6 : f
e
αβ
= 4/3CE
∗
ε
n
αβ
R
2
c
n
⊥
,
where E
∗
= E /2(1 −ν
2
) is the contact modulus (E : Young modulus;
ν = 0.5: Poisson’s ratio for incompressible spheres). The values
of n and C vary with the degree of compression (Supplementary
Fig. S2). It is interesting to note that the elastic energy associated
with the elastic contact forces is generally much larger than kT
(Methods), indicating that the origin of the dynamics resides in
the elastic properties of the particles themselves. The EHD drag
838 NATURE MATERIALS | VOL 10 | NOVEMBER 2011 | www.nature.com/naturematerials
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