Open Access Article
Gurvinder
Singh
ab,
Henry
Chan
c,
T.
Udayabhaskararao
a,
Elijah
Gelman
a,
Davide
Peddis
d,
Artem
Baskin
c,
Gregory
Leitus
e,
Petr
Král
cf and
Rafal
Klajn
*a
aDepartment of Organic Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel. E-mail: rafal.klajn@weizmann.ac.il
bDepartment of Materials Science and Engineering, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
cDepartment of Chemistry, University of Illinois, Chicago, IL 60607, USA
dInstitute of Structure of Matter, National Research Council (CNR), 00016 Monterotondo Scalo, Roma, Italy
eChemical Research Support, Weizmann Institute of Science, Rehovot 76100, Israel
fDepartment of Physics, University of Illinois, Chicago, IL 60607, USA
First published on 2nd January 2015
Self-assembly of inorganic nanoparticles has been studied extensively for particles having different sizes and compositions. However, relatively little attention has been devoted to how the shape and surface chemistry of magnetic nanoparticles affects their self-assembly properties. Here, we undertook a combined experiment–theory study aimed at better understanding of the self-assembly of cubic magnetite (Fe3O4) particles. We demonstrated that, depending on the experimental parameters, such as the direction of the magnetic field and nanoparticle density, a variety of superstructures can be obtained, including one-dimensional filaments and helices, as well as C-shaped assemblies described here for the first time. Furthermore, we functionalized the surfaces of the magnetic nanocubes with light-sensitive ligands. Using these modified nanoparticles, we were able to achieve orthogonal control of self-assembly using a magnetic field and light.
Recently, we have shown15 that competition between different nanoscale forces during the self-assembly of cubic NPs of magnetite could give rise to previously unknown helical assemblies. Specifically, we highlighted the critical importance of the competition between different nanoscale forces, each favoring a different arrangement of non-spherical NPs.
Here, we examined both experimentally and theoretically how the self-assembly processes are influenced by the NP density. We used Monte Carlo (MC) simulations to better understand the principles of the magnetic field-induced self-assembly, and in particular the origin of the observed field-induced helicity. The critical role played by magnetic interactions during self-assembly was confirmed by our studies of the magnetic properties of the obtained structures. Moreover, by manipulating the direction and strength of the applied magnetic field, we identified novel, C-shaped assemblies of magnetic NPs. Finally, we decorated the surfaces of our magnetic NCs with monolayers of light-sensitive ligands, and demonstrated the ability to control the NC self-assembly using two types of external stimuli – magnetic field and light.
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3 (v/v) n-hexane–ethanol mixture (the overall volume was five times the volume of the reaction mixture). Next, the clear supernatant was discarded and the solids were redispersed in n-hexane and re-precipitated with a small amount of methanol with the help of a neodymium magnet. Precipitation using a magnet was repeated two more times. Finally, the solid product (60–70 mg of NCs with an average side length, d ≈ 13.4 nm) was dried under vacuum and redispersed in hexane containing oleic acid.
Magnetic field-induced self-assembly experiments were carried out using as-prepared NCs, or NCs surface-functionalized with a photoresponsive azobenzene ligand (see Fig. 11b). The ligand was synthesized as reported before.17 The NCs were purified from excess oleic acid stabilizer by precipitation and washing with ethanol, followed by redissolution in pure toluene. The NCs were then incubated with the azobenzene-terminated ligand, which was used in ca. ten-fold excess with respect to the number of binding sites on Fe3O4 NCs.17 After 24 hours of incubation, the NCs were purified from the excess ligand by precipitating and copious washing with methanol. The resulting black powder was dissolved in pure toluene.
The total energy of an ensemble of NCs is given by
![]() | (1) |
EZi = −KZ( · i), | (2) |
= (0, 0, H0) is the external magnetic field vector (in Gauss units), and
i is the magnetic dipole unit vector. Magnetocrystalline anisotropy of a nanocube was approximated by a quartic term18,19 of the bulk magnetite (Fe3O4) with a Fd3m crystal structure and is given by| EAi = KA1[(M′ixM′iy)2 + (M′ixM′iz)2 + (M′iyM′iz)2], | (3) |
, ŷ, ẑ components of the magnetic dipole unit vector in the reference NC coordinates. We neglected other corrections of the bulk MA energy related to the cubic shape of the NPs.22,23 The quartic term generates easy and hard magnetization axes of the NC, which are oriented along the cube body diagonals and edges, respectively.
In the local dipole approximation, the superdipole of a single magnetic domain is a point dipole located in the center of each NC.24 Then, the dipole–dipole coupling energy of dipoles in two cubes is given by
![]() | (4) |
ij|, is measured in the units of a (cuboid edge length), ms = Ms × V = 1.174 × 10−18 A m2 is the intrinsic magnetic moment of a homogeneously magnetized nanocube, where Ms = 480 kA m−1 is the saturation magnetization of a bulk magnetite, and V ≈ 0.9a3 is the cube volume. Saturation magnetization of magnetite nanocubes can be significantly smaller than that of the bulk material due to the presence of non-colinear (canted) spins showing a spin-glass-like behavior.20,25,26 We assumed that the saturation magnetization of our nanocubes is ∼10–20% smaller than in bulk magnetite because of the spin disorder near the NP surface within the outer ∼1 nm.27,28
We describe the vdW coupling between the NCs by an anisotropic potential that includes bulk vdW attraction of the NC cores in OA solvent, and the steric repulsion between the surface ligands,
![]() | (5) |
The attraction term is a pairwise Hamaker expression (with a scaling constant ε1), in which the integral is taken over volumes of two interacting NCs. Each NC is divided into 33 = 27 identical volume elements over which the integral (sum) is performed, A = 3 kcal mol−1 is the Hamaker constant of magnetite in hexane, and r1 is the distance between the centers of two volume elements in different NCs. The repulsion term is expressed as an integral (sum) over 386 surface elements that subdivide the NC's cuboid surface (the elements have different surface areas). Here, r2 is the distance between the center of a surface element of a chosen NC and the surface element of the interacting NC. The shape of the vdW potential is tuned by fitting parameters ε1 = 130, ε2 = 290, and β = 9.56 nm, in such a way that the energy minimum of the effective vdW potential is located at the average surface-to-surface distance of two face-to-face NCs, as in the experiments (2.99 nm). The strength of the vdW coupling (the depth of the potential curve) is defined by a constant of
, which yields maximum vdW interaction energy of 2.33 kcal mol−1 per NC. The total energy, ET, is used in simulations of the NC self-assembly performed with a Markov Chain Monte Carlo (MCMC) algorithm and the Metropolis scheme along with the Gilbert–Johnson–Keerthi (GJK) algorithm29 to determine the overlapping of the NCs.15,30
We also performed semi-analytical simulations of systems comprising a small number (2 or 3) of NCs for frozen NC positions, to elucidate how magnetic interactions favor specific NC orientations. Towards achieving this goal, we evaluated the magnetic energies averaged over magnetic degrees of freedom,
![]() | (6) |
θidθidφi, and θi, φi are the spherical angles of individual magnetic dipoles in the laboratory's system of coordinates.
When a hexane solution of these small NCs (stabilized with excess oleic acid) is placed on the surface of a non-miscible liquid and hexane is allowed to evaporate in the presence of an applied magnetic field (Fig. 1a), the NCs self-assemble into long, one-dimensional filaments.15 The process begins with the formation of short chains, one-NC-thick, in which NCs are held together by dipolar forces. As the solvent gradually evaporates, these short chains aggregate further, ultimately giving rise to very long assemblies, typically 10–20 NCs in thickness, and up to several hundred µm long (Fig. 1c and d). Interestingly, we found that the nature of these assemblies strongly depends on the concentration of the NC building blocks: whereas simple one-dimensional filaments were obtained at low NC densities and filaments featuring a “diamond-type” arrangement of the NCs were observed at intermediate densities, high NC loadings resulted in the formation of helical assemblies (Fig. 2).15
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| Fig. 2 Scanning (top panel) and transmission (bottom panel) electron micrographs showing NCs assembled into helical superstructures. | ||
000 MC steps in the presence of increasing applied fields (from left to right, H = 167, 417, and 668 G). Depending on the strength of the applied field and the particle density, different self-assembled structures emerged: in the 600-NC system, we observed the formation of short chains of several NCs tilted with respect to the applied field, as well as patches with a “diamond-type” arrangement of NCs (Fig. 3a, right). The presence of larger numbers of particles in the 900-NC system led to the formation of elongated structures that spanned the entire length of the simulation box, and showed an increased tendency toward twisting, in agreement with experimental observations (Fig. 2). In general, all the structures that self-assembled in weaker fields were more tilted with respect to the field direction. These results are in agreement with our experimental findings: for example, the Fe3O4 NC building blocks comprising one-dimensional filaments, shown in Fig. 3c, are assembled in a “diamond-type” fashion. At higher densities of NCs, we observed the formation of helical superstructures, such as the ones shown in Fig. 2. Interestingly, our results can also rationalize the observations reported previously regarding significantly larger, ∼900 nm cubes of hematite (α-Fe2O3).31 Similar to magnetite NCs, the cubic particles of hematite exhibit preferential magnetization along the body diagonal (i.e., the corner-to-corner direction). When these large hematite cubes sedimented onto glass slides in the presence of a magnetic field, they assumed mutual arrangements analogous to those obtained in our experiments with NCs nearly two orders of magnitude smaller (Fig. 3d). Similarly, competition between dense packing and anisotropic magnetic interactions was found to influence the assembly of giant silica-coated magnetite cubes.32
![]() | ||
| Fig. 3 (a and b) MC simulations of NC self-assembly in different applied magnetic fields. (a) and (b) show systems comprising 600 and 900 particles, respectively. Left to right: initial configurations of the two systems, and configurations obtained under 167 G, 417 G, and 668 G. (c) SEM image showing a diamond-type arrangement of NCs within a one-dimensional filament. (d) Optical micrograph of an ensemble of 0.9 µm Fe2O3 cubes deposited on a glass slide in the presence of an applied magnetic field. Reprinted with permission from ref. 31. Copyright 2012 American Chemical Society. In all simulations and experiments shown in this figure, the applied magnetic field was oriented vertically. | ||
We have also analyzed the average orientations of magnetic superdipoles in the simulated structures. Specifically, we considered representative short chains comprising several NCs, such as those shown in Fig. 4. In this representation, magnetic dipoles are colored based on the tilt angle with respect to the applied field, with the color intensity proportional to the dipole alignment with the field. We can clearly see that under weak fields (e.g. 167 G, Fig. 4, left), the dipoles within the chains assume a zigzag arrangement, whereas in stronger fields they follow the chain's vertical direction. Therefore, the resulting tilt angle of the self-assembled structures is clearly correlated with the mutual orientation of the neighboring magnetic dipoles.
![]() | ||
| Fig. 4 Dependence of the magnetic dipole orientation on the strength of the applied magnetic field in short NC chains. The chains are extracted from the MC simulation shown in Fig. 3. | ||
Next, we considered mutual configurations of two interacting NCs in the presence of a magnetic field with the goal to understand the origin of the chirality observed in the helical superstructures. We simulated the system using the MC method and took into account all the mechanical and magnetic degrees of freedom, and including both the magnetic and the vdW coupling. We modeled the NC superdipoles both in local and non-local approximations. In the latter case, the NC superdipole is split into a certain number29 of equal-sized components, placed at different positions of the NC, in a way similar to bulk vdW coupling. The split dipoles of each NC have the same orientation and they interact independently with all split dipoles of other NCs. We performed statistical averaging over NC configurations when their center-to-center distance was less than 20 nm (the average distance was 16 nm). The average results were obtained from 500 runs, where each run consisted of about 12
000 MC steps. We found that the pair of NCs as a whole (center-to-center) is tilted by about 23° (167 G), 17° (417 G), and 15° (668 G), with respect to the applied magnetic field (Fig. 5), whereas individual NCs are tilted with respect to their center-to-center axis by about 11°. These tilt angles, φ, are approximately the same in both the single and the distributed magnetic dipole models.
![]() | ||
| Fig. 6 Distribution of the mutual rotation between two re-aligned NPs (see θa in Fig. 5) in external magnetic fields of 0 G (dark blue), 167 G (green), 417 G (dark yellow), and 668 G (red). (a) Results obtained from the single local magnetic dipole model. (b) Results obtained from the distributed dipole model. (c) Results obtained when no magnetic interactions were considered (vdW-only case). The top plots show the original statistically averaged data, and the bottom plots show symmetrized data. | ||
In order to confirm the link between magnetic interactions and the emergence of chirality, we studied the same problem by semi-analytical averaging over the dipole configurations in fixed NCs. We considered two NCs positioned one on top of the other, which were tilted as a rigid body with respect to the direction of the external field. Then, the top cube was allowed to rotate around the common axis without taking the vdW coupling into account. Fig. 7 shows a typical average magnetic energy profile as a function of the rotation angle θa (spanning from 0 to 90°) for different tilt angles φ in a weak field (167 G). As one can see, there are sets of local energy minima signifying chiral configurations. For example, for φ = 30° (the green curve), there are prominent minima around 25° and 65°. For higher tilt angles (φ > 30°) the local minima are more prominent at θa ≈ 45°. These conclusions are in agreement with the results of MC simulations within the local dipole approximation.
These results, and the reasons for the emergence of chirality can be rationalized as follows: in an applied magnetic field, the NC dipoles tend to fluctuate less and prefer to be oriented along the NC diagonal, which points mostly along the field direction. For two such cubes, the dipoles tend to follow each other, ideally pointing along two parallel body diagonals positioned above each other. In contrast, the vdW coupling tends to align the cube facets to the greatest extent possible. A compromise between those two extreme cases is a configuration where the two cubes are not in close contact, and are somewhat twisted in 3D with respect to each other. The dipole–dipole interaction is favored more in the twisted configuration (the two dipoles are closer to being parallel).
Another intriguing aspect is that of chirality propagation: we found that ensembles of helical superstructures feature large patches of enantiopure helices (Fig. 2, top panel). At the same time, we observed that helices having opposite chiralities are oriented at opposite angles (e.g. +α and −α) with respect to the applied field. This dependence of helix direction on its handedness is best observed in samples containing defects (helix inversions), such as those shown in Fig. 8a (interestingly, these helix inversions entailed the formation of defects analogous to those found in so-called tendril perversions33–37 (Fig. 8b); in both cases, helix inversions are accompanied by a change in the direction of the helix's main axis). The effective chirality propagation is probably a consequence of the tendency to maximize packing and to minimize the unfavorable dipole–dipole repulsion between individual helices,38,39 whereby all helices within a given area must be oriented parallel with respect to one another. One could also see a parallel with Baumgarten's theory of ferrochirality,40,41 which demonstrated that helical chains of polymers, such as poly(hexyl isocyanate), interact with one another preferentially if they are homochiral.
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| Fig. 9 (a) Hysteresis loops of one-dimensional filaments (Fig. 1c) deposited on a silicon wafer, with the applied magnetic field oriented parallel to the plane of the substrate, and either perpendicular (solid markers; see cartoon in (b)) or parallel (empty markers; see cartoon in (c)) to the long axes of the filaments. The loops were recorded at 5 K. (b and c) ZFC–FC curves recorded on a sample of one-dimensional filaments and their dependence on the orientation of the applied field. | ||
First, we investigated the dependence of magnetization (M) on the applied magnetic field (H) recorded at 5 K (Fig. 9a). Measurements performed parallel to the direction of the filaments showed considerable hysteresis of the M–H loops (with high coercivity (Hc) value; compare Hc,‖ ≈ 500 Oe with Hc,⊥ ≈ 0 Oe), and a non-saturating character of magnetization at high values of H. In addition, we observed a large difference in reduced remanent magnetization, Mr/Ms (where Mr is remanence and Ms is saturation magnetization), depending on the direction of the applied field: (Mr/Ms)‖ ≈ 0.4 and (Mr/Ms)⊥ ≈ 0.1. These results indicate a higher tendency of the NC superdipoles to undergo superparamagnetic relaxation in the presence of a field perpendicular to the filaments.
Next, we studied the temperature dependence of magnetization in the presence and absence of an applied field (field-cooling (FC) and zero-field-cooling (ZFC), respectively). In the 300–250 K range, the FC and ZFC curves are superimposed; below 250 K, MZFC displays an abrupt fall, whereas MFC does not change substantially (Fig. 9b and c). The MFC trends clearly indicate the presence of a highly correlated structure of strongly interacting nanoparticles: when NCs are in close proximity, they can interact with one another by anisotropic dipolar forces and short-range exchange interactions, with the contribution of the latter most likely negligible in the presence of the insulating oleic acid monolayers.42,43 Again, the results depended on the direction of the measurement: we found, for example, that the peak in the ZFC curve recorded parallel to the long axes of the filaments (Tmax ≈ 225 K) is located at a significantly higher temperature than the one in the perpendicular configuration (Tmax ≈ 200 K) (Fig. 9b and c), indicating that NCs magnetized in a direction parallel to the long axes of the filaments sustain magnetization at higher temperatures. The difference in Tmax (with Tmax proportional to the blocking temperature) can be related to the increase of (i) magnetic anisotropy (as shown in the M vs. H curves), and (ii) interparticle dipole–dipole interactions.44 We also note that the ZFC curve in Fig. 9b has a somewhat narrower peak compared with that in Fig. 9c. The width of the ZFC peak is related to the distribution of energy barriers involving anisotropy energy (Ea = KaV, where Ka is the anisotropy constant and V is the NC volume), and the dipole–dipole interaction energy, which depends on the NC concentration, the interparticle separation, and the geometrical arrangement of the particles. Since both parallel and perpendicular measurements were recorded using the same samples, the change in width of the ZFC peak does not result from a change in the size distribution of the NCs (i.e., anisotropy energy barrier), and must therefore be attributed to the higher dipolar interactions along the long axes of the self-assembled superstructures. By contrast, NCs along the short axis of the filaments experience relatively weak dipolar interactions because of the high demagnetizing field along this direction (for earlier examples of the strong directional dependence of dipolar magnetic forces, see, e.g., ref. 45 and 46).
Overall, our magnetic measurements show a strong magnetic anisotropy of our filaments, and they point to the existence of high induced magnetic fields developing along the long axes of the filaments during the self-assembly process. These results are also supported by MC simulations, which show large magnetic polarization along model helices.15
Despite this progress, much more remains to be accomplished: one approach will be to study the self-assembly of binary and ternary mixtures of nanoparticles of different sizes, shapes, and compositions, including mixtures of superparamagnetic and diamagnetic NPs. A largely unexplored path is to control the self-assembly of magnetic NPs by controlling their surface chemistries (Fig. 11).
The methodology we described should be readily applicable to magnetic nanoparticles with other compositions. Let us consider, for example, metallic iron: in contrast to magnetite, iron is preferentially magnetized along the [100] crystallographic direction.57,58 It follows that Fe nanocubes would favor face–face interactions to maximize both the vdW and the magnetic dipole interactions, whereas competition between these two types of forces could be “encoded” in differently shaped Fe NPs, such as octahedra. Next, it would be interesting to consider the oxidation of Fe NPs, which gives rise to a shell of Fe3O4. What would be the minimum thickness of this shell necessary to observe behavior analogous to Fe3O4-only nanocubes?
Another exciting option is to study the properties of the self-assembled structures. For example, how would the mechanical properties change if we proceed from simple one-dimensional filaments to single, double and triple helices? These assemblies, with a helical pitch typically of the order of the wavelength of light (Fig. 2), should also exhibit interesting optical properties. A thought-provoking hypothesis is one linking the emergence of homochirality on Earth with chiral inorganic nanostructures such as the assemblies described in this work – in fact, nanocrystals of magnetite have recently been shown to exist long before the origin of life on Earth.59 In an ongoing project, we are investigating the potential of chiral nanostructures (free of chiral organic molecules) for inducing enantioselectivity in reactions generating quaternary carbon atoms.
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