Emanuela Bianchi1, Christos N Likos, Gerhard Kahl. 1. Institut für Theoretische Physik and Center for Computational Materials Science (CMS), Technische Universität Wien , Wiedner Hauptstraße 8-10, A-1040 Wien, Austria.
Abstract
The self-assembly of colloidal particles is a route to designed materials production that combines high flexibility, cost effectiveness, and the opportunity to create ordered structures at length scales ranging from nano- to micrometers. For many practical applications in electronics, photovoltaics, and biomimetic material synthesis, ordered mono- and bilayers are often needed. Here we present a novel and simple way to tune via external parameters the ordering of heterogeneously charged colloids into quasi two-dimensional structures. Depending on the charges of the underlying substrate and of the particles, a rich and versatile assembly scenario takes place, resulting from the complex interplay between directional attractive and repulsive particle-particle and particle-substrate interactions. Upon subtle variations of the relative charge of the system components, emerging via pH modification, reversible changes either from extended aggregates to a monomeric phase or from triangular to square domains are observed.
The self-assembly of colloidal particles is a route to designed materials production that combines high flexibility, cost effectiveness, and the opportunity to create ordered structures at length scales ranging from nano- to micrometers. For many practical applications in electronics, photovoltaics, and biomimetic material synthesis, ordered mono- and bilayers are often needed. Here we present a novel and simple way to tune via external parameters the ordering of heterogeneously charged colloids into quasi two-dimensional structures. Depending on the charges of the underlying substrate and of the particles, a rich and versatile assembly scenario takes place, resulting from the complex interplay between directional attractive and repulsive particle-particle and particle-substrate interactions. Upon subtle variations of the relative charge of the system components, emerging via pH modification, reversible changes either from extended aggregates to a monomeric phase or from triangular to square domains are observed.
Low-dimensional systems, built-up
by units of specific, well-defined particle arrangements, are of paramount
relevance in the wide field of functional materials with applications
as antireflection coatings, biosensors, data-storage devices, lithography
masks, catalysts, or optical and photovoltaic devices.[1−4] The quality and the reproducibility of the desired properties of
these materials strongly depend on how accurately one can steer their
production process, which often consists of tailored self-organization
mechanisms, possibly supported by the presence of a substrate. The
realization of mono- and bilayer assemblies on surfaces is governed
by a delicate balance between a multitude of factors, including the
properties of the assembling units, the physical and/or chemical characteristics
of the underlying, smooth, or patterned surface, and the relative
strengths of the interparticle and particle–substrate interactions.At the atomic level, the production processes of a wide range of
surface structures[5−7] are defined and delimited by many phenomena, such
as the electronic properties of the entities involved (i.e., atoms
and molecules), hydrogen and covalent bonding, or dipolar coupling.
At the colloidal level, the possibilities of rational materials design
are enhanced by the ability to tune, in a controlled fashion, the
interactions between the entities involved as well as the size of
the self-assembling units. The colloidal size can be chosen from the
nanometer up to the micrometer scale, thus introducing a length scale
comparable to the wavelength of light in the self-assembled products,
which can acquire interesting photonic properties.[8] The interparticle interactions themselves can be designed
during the particle synthesis and further modified during assembly,
offering a tremendous variety of functional materials. Control over
the interparticle interactions can be achieved by varying the particle
architecture or the properties of the microscopic solvent in which
colloidal particles are dispersed,[9] while
in multicomponent colloidal systems, the variety of self-assembly
scenarios can be further broadened by the disparity in the properties
of the different species.[10−12] As a consequence of their larger
size, colloids are relatively susceptible to the influence of external
fields. In quasi-two-dimensional geometries, field-directed assembly
of colloids has resulted in, for instance, self-healing membranes[13] and perfectly hexagonal planar domains.[14−16] By exposing multicomponent dispersions to external fields and/or
nematic solvents, more exotic structures with triangular-packed, square-packed,
Kagome, and honeycomb arrays can be assembled.[17−19] Additionally,
light[20,21] and magnetic[22] fields that exhibit intensity variations on the length scale of
individual colloids can be used to shape the energy landscape, thus
steering the assembly into aperiodic or quasi-crystalline structures.
Local order can also be imposed by patterned substrates.[23]Another route to produce ordered colloidal
arrays rests on anisotropy-driven
self-assembly. By manipulating the shape and/or the surface properties
of the colloids, interparticle interactions can indeed be designed
to be direction-dependent. Convex, anisometric particles display interesting
phases when confined to quasi two-dimensional geometries: depending
on the colloidal shape a variety of superstructures has been reported,
such as cubic monolayers, fluid-like membranes that are comparable
to those of lipid bilayers, and monolayers of octapods with a rich
phase behavior.[24−26] Anisotropic interactions can also originate from
heterogeneous particle surfaces, featured in colloids commonly referred
to as patchy particles.[27,28] Patchy systems have
been recently observed to self-organize into an planar Kagome lattice
with well-defined structural properties.[29] The great potentialities offered by patchy systems are furthermore
enhanced if the patches are sensitive to an external drive. Under
the influence of electric or magnetic fields, formation of chains,
staggered chains, or close and loosely packed two-dimensional crystals
are obtained, depending on the field intensity and/or frequency.[30−34]Here we propose a novel, yet unexplored route to steer in
a reliable
and reversible manner the self-assembly of colloidal particles in
quasi two-dimensional systems. This control is achieved via moderate
modifications of a few, experimentally accessible external parameters.
We consider colloidal particles with heterogeneously charged surfaces,
so-called inverse patchy colloids (IPCs),[35] with two charged, broad polar caps (patch opening angle γ
= 60°) and an oppositely charged equatorial region; a schematic
IPC is represented in Figure 1 of the Supporting Information. Depending on the charge
balance between the different surface regions, IPCs can be overall
either neutral or charged. An aqueous solution of IPCs is confined
between two horizontal, parallel planes either under tight or loose
confinement conditions. For the theoretical modeling of the interparticle
and particle–wall interactions, we employ a microscopic-based,
coarse-graining procedure developed in refs (35) and (36). The parameters of such
potentials and the features of the confinement are specified in Section
I of the Supporting Information together
with the details about the Monte Carlo simulations used to study the
aggregation processes of the selected systems. Experimental systems
that feature inhomogeneously charged surfaces are diverse: they include,
e.g., PbS–Au4 nanostructures and PbS–Au nanocubes,[37] the
recently synthesized spotted vesicles,[38] viral capsids, and virus-like nanoparticles.[39,40] In the latter case, the overall particle charge can be controlled
via pH modifications,[39] allowing for a
tuning of both their propensity to act as assembly sites for viral
capsids and their functionality as building blocks for two-dimensional
self-assembly into ordered structures.[39,41]
Figure 1
Panels A1–A6:
typical simulation snapshots of the two investigated
types of IPCs—i.e., overall charged (left column) and neutral
(right column) particles, as labeled—under tight confinement
between two parallel walls; the top wall is always neutral, while
the bottom wall can be either neutral (panels in the central row,
labeled with ZwZp = 0) or charged (panels in the top and bottom rows, labeled
with ZwZp <
0 and ZwZp > 0, respectively). Particles are colored according to the number
of bonded interactions: two particles are defined as bonded when their
pair interaction energy is less than zero; the corresponding color
code is displayed at the bottom of the A-panels. Panels B1–B3
and C1–C3: the effects of a sudden change in the particle charge,
showing the energy per particle (left column) and the two-dimensional
order parameters Φ4 and Φ6 (right
column) as functions of MC steps; in both columns, panels in the central
row refer to the case ZwZp = 0, while the top and the bottom rows show the results
of the case ZwZp < 0 and ZwZp > 0, respectively. Each panel is divided into three sections
by vertical dashed lines indicating the switch (i) from charged to
neutral particles and (ii) from neutral to charged particles, as labeled.
In each distinct section, isolated units (panels B1–B3) or
significant parts (panels C1–C3) of the corresponding structures
are reported as insets. The rectangle highlighted inside the snapshot
of charged IPCs when ZwZp > 0 (C3, third section) delimits the region where
particles
have a square arrangement, in contrast to the triangular arrangement
that characterizes the overwhelming part of the system. In panels
B1–B3, the particle–particle ecc and the particle–wall ecw energies are reported separately, as labeled. In panels C1–C3,
the order parameters Φ4 and Φ6 are
shown, calculated according to eq 1.
Panels A1–A6:
typical simulation snapshots of the two investigated
types of IPCs—i.e., overall charged (left column) and neutral
(right column) particles, as labeled—under tight confinement
between two parallel walls; the top wall is always neutral, while
the bottom wall can be either neutral (panels in the central row,
labeled with ZwZp = 0) or charged (panels in the top and bottom rows, labeled
with ZwZp <
0 and ZwZp > 0, respectively). Particles are colored according to the number
of bonded interactions: two particles are defined as bonded when their
pair interaction energy is less than zero; the corresponding color
code is displayed at the bottom of the A-panels. Panels B1–B3
and C1–C3: the effects of a sudden change in the particle charge,
showing the energy per particle (left column) and the two-dimensional
order parameters Φ4 and Φ6 (right
column) as functions of MC steps; in both columns, panels in the central
row refer to the case ZwZp = 0, while the top and the bottom rows show the results
of the case ZwZp < 0 and ZwZp > 0, respectively. Each panel is divided into three sections
by vertical dashed lines indicating the switch (i) from charged to
neutral particles and (ii) from neutral to charged particles, as labeled.
In each distinct section, isolated units (panels B1–B3) or
significant parts (panels C1–C3) of the corresponding structures
are reported as insets. The rectangle highlighted inside the snapshot
of charged IPCs when ZwZp > 0 (C3, third section) delimits the region where
particles
have a square arrangement, in contrast to the triangular arrangement
that characterizes the overwhelming part of the system. In panels
B1–B3, the particle–particle ecc and the particle–wall ecw energies are reported separately, as labeled. In panels C1–C3,
the order parameters Φ4 and Φ6 are
shown, calculated according to eq 1.The variety of the identified assembly scenarios
is summarized
in panels A1–A6 of Figure 1 for systems
under tight confinement, and it demonstrates that the self-organization
of IPCs can be triggered by controlling the competition between the
attractive and repulsive interactions involved. Changes in the vertical
direction correspond to a change of the wall charge Zw, whereas those in the horizontal direction pertain to
a modification of the overall particle charge Ztot = Zc + 2Zp, where Zc is the charge of the
bare colloid (without the patches) and Zp is the charge of a patch. Mere inspection of Figure 1 provides evidence of a broad variety of self-assembled configurations:
the scenarios range from a fluid-like, disordered phase of isolated
particles to various extended structures composed of linked domains
that feature a multitude of internal, both translational and orientational,
types of order. Such particle networks characterized by short-range
order and long-range disorder have been referred to as microcrystalline
gels in ref (36). There,
narrower patches of angular extent γ = 30° and γ
= 45° have been considered, resulting, in many occasions, into
disordered structures or in local hexagonal, grain-like ordering.
Here, the broad patch angle γ = 60° brings forward a wealth
of novel features: the local arrangement is always ordered, but the
type of ordering varies from grain-like to flower-like to square patterns.
Moreover, we demonstrate that one can reversibly switch between the
different types of local ordering via modification of the particle−
or wall−properties, the switching occurring either in a direct
way or through a pathway passing via a single, disordered structure.In view of the rich aggregation behavior, it is appropriate to
start from the simplest situation, where overall neutral particles
are adsorbed on a substrate that carries a charge such that ZwZp < 0 (panel
A2). The attraction between one of the patches and the substrate in
combination with the mutual repulsion between the equatorial regions
of neighboring particles induces a disordered, fluid-like arrangement
of isolated ICPs with their symmetry axes oriented perpendicular to
the substrate (panel B1 of Figure 1, middle).Switching off the wall charge allows the particles to optimize
their mutual arrangement and assemble into a gel-like network of crystalline
domains with a characteristic internal structure (panel A4): while
spatially arranged in a simple triangular lattice, particles self-organize
into a complex orientational pattern. The spatial and orientational
features of the aggregates guarantee that the energy of the configuration
is minimized via an optimal bonding between the polar and the equatorial
regions of neighboring particles. By pure visual inspection it is
possible to identify hexagonally ordered domains where rings of six
particles with horizontally oriented symmetry axes host in their center
a single particle in an up-right position. Triangular
domains with such a flower-like bonding pattern are
referred to as “f-triangles” (panel B2 of Figure 1, middle).When the wall charge has the same
sign of the patch charge, i.e., ZwZp > 0, polar patches
are repelled by the substrate and IPCs with their axes parallel to
the walls are energetically favored, meaning that the most advantageous
particle orientation is not compatible with the f-triangle structure.
Due to the competition between the attractive and repulsive components
of the interparticle and particle–substrate interactions, T-shape
(i.e., mutually orthogonal) configurations of neighboring particles
emerge so that the horizontal particle orientation and the formation
of interparticle bonds are both guaranteed, leading on a larger scale
to a square lattice (panel B3 of Figure 1,
middle). This dramatic structural change between the triangular and
the square scenario is induced by a relatively small wall charge,
namely, |Zw| ≈ 0.05|Zp|.The corresponding cases for overall charged
particles (with ZtotZc > 0) are summarized
in panels A1, A3, and A5 for the three choices of the wall charge.
Irrespective of Zw, the system forms a
microcrystalline gel where the particles arrange in triangular domains,
whose size is slightly dependent on the charge of the substrate: ordered
regions become smaller as we change ZwZp from a negative to a positive value.
In all three cases, the orientational vectors of the particles are
predominantly oriented along the horizontal direction and form an
angle of approximately 60° with the symmetry axes of the neighboring
particles. Triangular aggregates with such a grain-like bonding pattern are referred to as “g-triangles”
(panels B1/B2/B3 of Figure 1, both sides).
Via simple reasoning it is possible to understand why the formation
of the g-triangles is not affected by the charge of the substrate:
(i) when ZwZp = 0, the IPCs self-organize in such a way that the interparticle
bonds are saturated in an optimum way; (ii) for ZwZp < 0, the patch–wall
attraction is overruled by the interparticle bonding mechanism behind
the grain-like pattern and, since the equatorial regions carry charges
of the same sign as the wall charge, the entire particle cluster is
repelled from the substrate such that it “floats” above
the bottom wall; (iii) in the case ZwZp > 0, the interparticle bonds are again
saturated
by an essentially horizontal grain-like particle arrangement, but
in contrast to case (ii) the attraction between the equatorial regions
of the particles and the substrate leads to the adsorption of the
domains to the bottom wall. Such an adsorption leads to a reduced
rotational mobility of the particles and is thus mainly responsible
for smaller domains as compared to cases (i) and (ii) where the distance
between the domains and the substrate is considerably larger. A more
detailed analysis of the translational and orientational order characterizing
the different self-assembled structures under tight confinement is
reported in the Supporting Information.The characteristic and pronounced differences in the self-organization
scenarios of neutral and charged IPCs for a fixed wall charge call
for a deeper investigation aimed to understand if and how the morphology
of the aggregates can be reversibly tuned. To this end, we simulate
a charging–decharging process of the particles as it can be
realized in an experimental system by modifying, for instance, the
pH value of the solvent.[39] On changing
the pH of a solution, the association/dissociation rate constants
on the different regions of the particle surface are modified. As
a consequence of the induced change between the relative charges of
the poles and the equator for each IPC, the overall particle charge
is modified. Since a pH change is as fast as the H+ ion
diffusion and the ion diffusion is at least 2 orders of magnitude
faster than the diffusion of isolated particles in the nanometer range,
we are allowed to mimic the effect of a pH modification by suddenly
changing the interaction parameters at a given MC step. It is worth
noting that IPCs in the monomeric state between neutral walls diffuse
one particle diameter in about 13000 MC steps, while in the self-assembled
states the diffusive dynamics of the nanoparticles is much slower.The ensuing changes in the system are quantified by recording some
key properties as functions of time (i.e., MC cycles) along the charging–decharging–charging
process, namely, the particle–wall energy (ecw), the particle–particle energy (ecc), and the order parameters Φ4 and
Φ6, the latter ones being defined as[42]where N is the total number
of particles, N is the
number of nearest neighbors of particle j, θ is the angle between the ij-particle bond vector and an arbitrary direction in space, and n = 4 or 6. Data recorded along a full charging–decharging–charging
cycle are shown in panels B1–B3 and C1–C3 of Figure 1 complemented by the corresponding characteristic
unit cell (insets in panels B1–B3) and by partial snapshots
(insets in panels C1–C3).For the case ZwZp < 0 (panels B1 and
C1 of Figure 1), the grain-like particle arrangement
of the charged IPCs forms
a well-defined layer which floats over the substrate, resulting into ecw ∼ 0. As the particles are decharged,
the ordered structure immediately melts into a spatially disordered
arrangement of isolated particles adsorbed on the substrate with their
orientational vectors perpendicular to the confining wall. Both features
as well as the surprising rapidity of this process are reflected in
the accumulated key properties: (i) after decharging has set in, ecw drops rapidly and eventually levels off to
its equilibrium value of ∼ −4.5, corresponding to the
minimum of the particle–wall interaction; (ii) concomitantly,
the particle–particle interaction increases at a comparably
fast rate: while ecc assumes typical values
of ∼ −1.6 in the grain-like arrangement, it quickly
increases toward zero when IPCs are decharged, indicating that the
particles have essentially ceased to interact with each other. This
transformation in the spatial order is quantified via the order parameter
Φ6, which changes at the same time rate as the energies:
while Φ6 attains a value close to unity in the essentially
perfect hexagonal arrangement within the grain-like pattern, it rapidly
drops upon decharging to Φ6 ∼ 0.5. Upon charging
particles again, a process sets in that is essentially inverse to
the previous one: ecw literally jumps
from a value of ∼ −4 to ∼0, indicating that the
now charged particles immediately form a layer that floats above the
substrate. Concomitantly, ecc drops abruptly
and then relaxes toward its equilibrium value at ecc ∼ −1.6. Thus, particles quickly rearrange
in a layer with an internal 6-fold spatial arrangement which, however,
requires some equilibration time to reach the characteristic grain-like
orientational order. A final comparison of the energy values and of
the order parameter data at the beginning and at the end of the cycle
confirms that for ZwZp < 0 the entire charging–decharging–charging
process is fully reversible.For the case of a neutral substrate
(panels B2 and C2 of Figure 1), the particle–wall
interaction is always
zero, and the particles form—irrespective of their overall
charge—triangular domains. During the decharging cycle a transformation
from a grain- to a flower-like particle arrangement takes place, and
the opposite process occurs at the same speed during the charging
cycle. While the spatial structure remains invariant (reflected by
the fact that Φ6 attains, throughout, values close
to unity), a substantial reorientation of the particles takes place:
IPCs that form the circumference of a hexagonal tile have to undergo
both vertical and horizontal redirections of their symmetry axes,
while the orientation of the central particle has to be rotated by
90° into a direction pointing perpendicular to the confining
wall. Still, the energetic costs for these reorientations are surprisingly
small, reflected by the fact that in the immediate vicinity of the
charge switch only small changes in ecc occur. The subsequent, relatively moderate decay of ecc as a function of time provides evidence that the reorientation
of the particles is rather slow. The tiny overall decrease in ecc at the end of the cycle might be related
to the observation that the regions of uniform internal, ordered structure
have grown in size along the whole process.The most dramatic
structural changes induced by the charging-decharging
process are observed for the case ZwZp > 0 (panels B3 and C3 of Figure 1). The decharging process transforms a grain-like
particle
arrangement with 6-fold coordination into a square lattice with 4-fold
coordination, inducing thereby a significant spatial and orientational
reordering. These rearrangements are realized while the particles
keep their vertical positions strictly in a well-defined monolayer
adsorbed on the substrate. During the transformation of grain-like
configurations into square domains the induced, initial and moderate
increase in ecc levels off to a value
that is slightly larger than the ecc-value
of the hexagonal equilibrium structure; concomitantly, the order parameter
Φ4 increases and saturates at a value close to ∼0.9,
which is lower than the corresponding Φ6-value for
the preceding grain-like particle arrangement. This is due to the
fact that while hexagonal domains can easily merge due to their symmetry,
square-like domains may have non compatible mutual orientation. Charging
the particles again leads, at the end of a slow equilibration process,
to an ecc-value which is close to but
slightly larger than the corresponding value at the end of the first
process segment; rather surprisingly, the order parameter Φ6 saturates during this segment of the process already at a
value close to ∼0.7, while Φ4 tends within
this time window toward ∼0.35. A closer, visual inspection
of the corresponding particle configuration provides an explanation
for this tendency: at the end of the entire cycle relatively large
islands with internal square-like particle arrangements persist amidst
regions with internal hexagonal, grain-like order. Energetic considerations
(see Figure 2) demonstrate that the grain-like
pattern is highly unstable for overall neutral IPCs, while square
domains are energetically metastable for charged IPCs. Summarizing,
for the case ZwZp > 0, a continued application of charging−decharging
cycles will eventually lead to a mixed state with regions of both
hexagonal and square symmetry, meaning that the charging–decharging–charging
process is not completely reversible.
Figure 2
Analysis of the particle–particle
energy, ecc, for simplified, fully two-dimensional,
isolated units
of the microcrystalline domains observed when ZwZp > 0. Left/right: Neutral/charged
IPCs are forced to be arranged into a g-triangle/square configuration,
and the energy of the central particle (colored in red) is reported
as a function of small angular rotations of this particle (defined
by the angle ω) with respect to the equilibrium orientation;
in the snapshot, the continuous arrow indicates the equilibrium orientation
(ω = 0°), while the dotted arrow defines the angle ω.
The corresponding internal energy of the central particle for neutral/charged
IPCs in its equilibrium orientation in a g-triangle/square configuration
is also reported for comparison. Note that in the grain-like patterns
observed in the simulations the orientational vectors of two neighboring
IPCs—in contrast to the idealized scenario considered here—are
not fully horizontal, as shown in Figure 3 of the Supporting Information.
Analysis of the particle–particle
energy, ecc, for simplified, fully two-dimensional,
isolated units
of the microcrystalline domains observed when ZwZp > 0. Left/right: Neutral/charged
IPCs are forced to be arranged into a g-triangle/square configuration,
and the energy of the central particle (colored in red) is reported
as a function of small angular rotations of this particle (defined
by the angle ω) with respect to the equilibrium orientation;
in the snapshot, the continuous arrow indicates the equilibrium orientation
(ω = 0°), while the dotted arrow defines the angle ω.
The corresponding internal energy of the central particle for neutral/charged
IPCs in its equilibrium orientation in a g-triangle/square configuration
is also reported for comparison. Note that in the grain-like patterns
observed in the simulations the orientational vectors of two neighboring
IPCs—in contrast to the idealized scenario considered here—are
not fully horizontal, as shown in Figure 3 of the Supporting Information.If we consider overall neutral IPCs and suddenly switch the
sign
of the wall charge from the case ZwZp < 0 to the case ZwZp > 0, we observe a transition
from a monomeric phase to a microcrystalline gel with square-like
domains, a transformation which is fully reversible when the charge
of the substrate is switched back to its original value, as shown
in Figure 5 of the Supporting Information. Since the charge of the substrate can be externally controlled,[17] the self-assembly of the particles into a microcrystalline
gel with square-like domains can be switched on and off in a fully
reversible way.The different assembly scenarios observed under
tight confinement
conditions show the tendency of IPCs to form quasi two-dimensional
aggregates with a well-defined, internal structure that depends on
the system parameters. The planarity of the aggregates is quantified
by estimating the density profile, ρ(z). Data
are reported in panel A of Figure 3.
Figure 3
Panel A: density
profiles ρ(z) of the two
investigated types of IPCs—i.e., overall charged and neutral
particles, as labeled—under tight/loose (column A1/A2) confinement. In both columns, central panels refer
to the case ZwZp = 0, while top/bottom panels show the results for the cases ZwZp < 0 and ZwZp > 0, respectively.
The black dashed line in all of these panels indicates the average
number density ρav. The red asterisks in the central
panel of column A2—and the corresponding vertical dashed lines—indicate
the intersection points of the density profiles; the corresponding z-values of such intersections are labeled as z1 and z2. Panel B: slices
of typical simulation snapshots in loose confinement are shown for
charged/neutral particles (left/right inset); the color of a particle
specifies its z-coordinate: red is used for particles
with z < 2σ (bottom layer), blue for particles
with z > 2σ (top layer). Inside the right
inset
of panel B, two clusters are highlighted and referred to as I and
II. Panel C: magnified views of clusters I and II; on the left particles
are drawn to scale (gray particles with yellow patches); on the right
the particle size is reduced to improve visualization of the underlying
lattice; in the latter case particles in the bottom layer are colored
in red, while the particles in the top layer are colored in blue;
lines between the centers of mass of the particles are traced out
to highlight the lattice structure. In cluster I a few particles that
are not ordered are shown in the original color.
Panel A: density
profiles ρ(z) of the two
investigated types of IPCs—i.e., overall charged and neutral
particles, as labeled—under tight/loose (column A1/A2) confinement. In both columns, central panels refer
to the case ZwZp = 0, while top/bottom panels show the results for the cases ZwZp < 0 and ZwZp > 0, respectively.
The black dashed line in all of these panels indicates the average
number density ρav. The red asterisks in the central
panel of column A2—and the corresponding vertical dashed lines—indicate
the intersection points of the density profiles; the corresponding z-values of such intersections are labeled as z1 and z2. Panel B: slices
of typical simulation snapshots in loose confinement are shown for
charged/neutral particles (left/right inset); the color of a particle
specifies its z-coordinate: red is used for particles
with z < 2σ (bottom layer), blue for particles
with z > 2σ (top layer). Inside the right
inset
of panel B, two clusters are highlighted and referred to as I and
II. Panel C: magnified views of clusters I and II; on the left particles
are drawn to scale (gray particles with yellow patches); on the right
the particle size is reduced to improve visualization of the underlying
lattice; in the latter case particles in the bottom layer are colored
in red, while the particles in the top layer are colored in blue;
lines between the centers of mass of the particles are traced out
to highlight the lattice structure. In cluster I a few particles that
are not ordered are shown in the original color.Under tight confinement conditions (column A1 of Figure 3), particles are not able to assemble along the z-direction; thus the density profiles of both neutral and
charged IPCs between neutral walls (central panel of column A1 in
Figure 3) are symmetric with respect to the
center of the simulation box along the z-axis. In
contrast, in most cases with ZwZp ≠ 0, IPCs tend to strongly adsorb to
the bottom wall, meaning that the ρ(z) at the
bottom of the sample assumes extremely large values as compared to
the rest of the system (top/bottom panels of column A1 in Figure 3). More specifically, when ZwZp ≠ 0, neutral particles
fully adsorb to the substrate, forming either a disordered fluid-like
phase (when ZwZp < 0) or a microcrystalline gel with square-like domains (when ZwZp > 0). Overall
charged IPCs, on the other hand, behave differently depending on the
wall charge. When ZwZp < 0, a particle layer is formed, characterized by
grain-like domains, which maximizes the distance to the substrate
as a consequence of the repulsion between the charged bottom wall
and the exposed equators of the particles within the crystalline domains;
the resulting structure is a microscrystalline gel that floats over
the bottom wall, i.e., ρ(σ) ≪ 1. In contrast, when ZwZp > 0, charged
IPCs self-organize into a grain-like gel which is fully adsorbed on
the substrate. As mentioned above, due to the reduced particle mobility,
the microcrystalline gel, though retaining the characteristic spatial
and orientational order of charged IPCs assemblies, is formed by domains
smaller than those constituting the other grain-like structures.A final question to be addressed concerns how the described self-assembly
scenarios change when the confinement is slightly released. Under
loose confinement conditions (column A2 of Figure 3), particles are allowed to aggregate also along the vertical
direction. The density profiles reveal that, when the bottom wall
is charged, electrostatics dominates over the geometric confinement,
meaning that both neutral and charged particles behave similar to
the corresponding tight confinement cases (top/bottom panels of column
A2 in Figure 3). A visual inspection of the
particle configurations reveals that, when ZwZp ≠ 0, the self-assembly
scenarios of both neutral and charged IPCs are completely unaffected
by the change in confinement, meaning that depending on the control
parameters we observe again a fluid-like phase and grain-like/square-like
particle networks. In contrast, when the bottom wall is neutral, particles
assemble into both mono- and bilayers, irrespective of their overall
charge (central panel of column A2 in Figure 3).A more profound analysis of the single- and double-layered
aggregates
formed by IPCs between neutral walls reveals a quite rich scenario
according to the particle charge. We quantify the percentage of particles
in a monolayers viawhere N is
the total number of particles in the simulation box, L is the lateral size of the box along the x- and y-directions, and z1,2 are suitable
boundaries for the vertical coordinates of the particles that belong
to a monolayer. To have the same boundaries for neutral as well as
charged particles, z1,2 are defined as
the intersection points between the density profiles ρ(z) of the two different particle charges: the configurations
leading to the peaks at z < z1 or z > z2 are typically double-layered structures, whereas those that bring
forward the nonvanishing ρ(z)-values for z1 ≤ z ≤ z2 are predominantly monolayers. We find that Np/N ≈ 0.28 for neutral
IPCs, while Np/N ≈
0.45 for charged IPCs. Hence, overall neutral particles tend to form
double-layered aggregates, whereas overall charged particles assemble
into double- or single-layers with equal probability.The quantitative
information provided by Np/N is also supported by the snapshots displayed
in panel B of Figure 3 that reproduces significant
portions of the two systems where particles in the lower or upper
part of the box are distinguished by their color. A further analysis
of the system configurations reveals that, while monolayers of charged
particles retain the characteristic grain-like structure, the corresponding
double-layered aggregates do not have a well-defined internal order,
suggesting that deviations from planar, grain-like assemblies are
likely due to the deep quench in temperature experienced by the system.
In contrast, double-layered structures formed by neutral particles
do have an internal order.Magnified views of two characteristic
double-layered clusters of
neutral IPCs between neutral walls are shown in panel C of Figure 3 to better visualize their structure. Surprisingly,
both the spatial and the orientational order of the particles differ
significantly in the two selected cases: cluster I is mainly composed
by two superimposed square lattices where particles have a T-shaped
reciprocal orientation within each layer, while cluster II consists
of two, noncentered, triangular layers where particles assume the
characteristic flower-like pattern observed for neutral IPCs close
to a neutral substrate. A careful inspection of other clusters and
other configurations confirms that most of the neutral particles are
assembled into these two types of double layers. Such a phenomenon
is likely due to the competition between the square-like and the flower-like
particle arrangements. We can thus conclude that under loose confinement
between neutral walls both neutral and charged IPCs form nonplanar
aggregates, but as soon as the substrate is weakly charged IPCs typically
assemble into monolayers whose internal, spatial and orientational
morphology can be externally tuned.In summary, we have investigated
the self-organization of heterogeneously
charged particles on a substrate of variable charge. We have shown
that, due to the complex interplay between the highly directional
particle–particle and particle–wall interactions, it
is possible to externally control (i) the occurrence of self-assembly
(extended clusters forming a microcrystalline gel versus isolated
monomers), (ii) the internal spatial order of the emerging crystalline
domains constituting the branches of the gel networks (square-like
versus triangle-like domains), and (iii) the bonding patterns of such
aggregates (grain-like versus flower-like particle arrangements).
Using the pH, the salinity, and the wall charge as external control
parameters, one self-assembly scenario can be transformed into another
in a reversible fashion. Even though the selected IPC systems have
been investigated following a deep quench, additional simulations
reveal that the morphology of the discussed self-assembly scenarios
is maintained for less deep quenches or annealing processes, whereas
the cluster size distribution is of course temperature-dependent.The tendency of IPCs to self-assemble into quasi two-dimensional
aggregates has been observed in most of the investigated cases. Double-layered
aggregates were found only for IPCs between neutral walls in a loose
confinement geometry. As soon as the substrate is (even weakly) charged,
adsorption wins over confinement, and it becomes possible to control
the assembly of essentially planar aggregates, their size, and their
internal structure independently of the confinement. The adsorbed
microcrystalline gels can be composed of aggregates of different typical
size due to the competition between optimizing the particle–particle
bonding and the adsorption to the substrate. Grain-like domains adsorbed
to the bottom wall are indeed smaller than adsorbed square-like domains;
the reason for this feature is likely related to the compatibility
between the perfect planar orientation of IPCs in square domains as
compared to the slightly out of plane orientations between nearest
neighbors within a grain-like domain. Finally, in systems forming
double-layered aggregates, the competition between attractive and
repulsive directional interactions is most likely responsible for
the different forms of colloidal ordering within double-layered structures.
Authors: Egor V Yakovlev; Kirill A Komarov; Kirill I Zaytsev; Nikita P Kryuchkov; Kirill I Koshelev; Arsen K Zotov; Dmitry A Shelestov; Victor L Tolstoguzov; Vladimir N Kurlov; Alexei V Ivlev; Stanislav O Yurchenko Journal: Sci Rep Date: 2017-10-23 Impact factor: 4.379