Tae-Yi
Kim
a,
Ga Ryang
Kang
a,
Myungwoong
Kim
*b,
Vikram
Thapar
*ac and
Su-Mi
Hur
*ac
aDepartment of Polymer Engineering, Graduate School, Chonnam National University, Gwangju 61186, South Korea. E-mail: shur@chonnam.ac.kr; thapar.09@gmail.com
bDepartment of Chemistry and Chemical Engineering, Inha University, Incheon 22212, South Korea. E-mail: mkim233@inha.ac.kr
cAlan G. MacDiarmid Energy Research Institute & School of Polymer Science and Engineering, Chonnam National University, Gwangju 61186, South Korea
First published on 11th October 2021
Block copolymer brushes where chains are grafted onto the substrate have been of special interest due to their capability to form various self-assembled nanoscale structures. The self-assembled structures depend on complex system variables, including block copolymer composition, segregation strength, grafting density, selectivity of top and bottom surfaces, and solvent quality. In spite of extensive previous efforts on understanding and controlling the microphase separation of diblock copolymer brushes, an individual study focuses only on the subset of the parameter space of system variables. This work systematically explores the full parameter space within a single simulation framework of a coarse-grained model with a generalized Hamiltonian. The topologically unconstrained free surface allowed in the model enables us to investigate brush systems under versatile and more realistic conditions. We show that melt brushes with non-selective surfaces can form previously unexplored structures such as “void” and “curvy” phases at a moderate grafting density; special emphasis is placed on the system's evolution to make such structures. Our simulations demonstrate that the surface selectivity further enriches the phase behavior with a diverse range of phases obtained even at a single composition. We also find out that the phases with a similar morphology from the top view can vary significantly in their internal structures; such variations are discussed when examining the effects of grafting density and surface selectivity. Finally, we studied the influence of exposure to a non-selective solvent on the morphology of block copolymer brushes and compared the topographical variation on the top at varied solvent qualities.
Design, System, ApplicationFunctionalized nano-surfaces are at the heart of numerous applications in the fields of microelectronics, biosensing and drug delivery. Multicomponent polymer brushes with a chain end physically constrained to a substrate have emerged as a viable solution to obtain functionalized surfaces due to their ability to microphase separate into diverse nanostructures. However, the success of applying polymer brushes has been limited owing to the precise control of the shape, size, and orientation of the self-assembled structures, which demands comprehensive understanding of the interplay between many system variables. In this work, we use a single simulation framework incorporating important system variables dictating the self-assembly and investigate the microphase separation of diblock copolymer brushes. The inspection of the high-dimensional parameter space of system variables allows us to predict the unexplored phases and significant variations in internal structures, and prove the feasibility of tuning the diverse range of phases at a single polymer composition. Our simulation approach and reported results could provide a guideline in the custom design of brush systems tailored to applications with targeted nano-surfaces. |
The morphologies of BCP brushes are governed by parameter space constructed from system variables including grafting density, block composition, incompatibility among blocks, affinity of blocks with the bottom and top surfaces, solvent quality and selectivity, etc. As it is unfeasible to perform experimental studies to explore such an immense parameter space, numerical simulations provide a valuable tool for establishing a solid theoretical understanding of the morphological dependencies of brushes on the listed system variables. A previous study by Matsen and Griffiths using self-consistent field theory (SCFT) calculations predicted phase diagrams of melt AB diblock copolymer brushes on a flat substrate by controlling the block composition, segregation strength between blocks, and affinity of the grafted block for the air surface.26 In addition to the perpendicularly separated uniform phase, laterally separated periodic patterns as viewed from the top were obtained in a narrow region of the phase diagram, namely the hexagonal phase with an array of untethered blocks, the stripe phase with an alternating sequence of A and B rich domains, and the inverse hexagonal phase with grafted block domains arranged hexagonally. Their calculations also showed that the region of the laterally phase-separated structures was broadened on decreasing the grafting density and increasing the preferentiality of the grafted block with the air surface. However, the obtained results are based on a rigorous assumption that the flat air/polymer surface is valid only at high grafting densities and large air/polymer surface tensions. In addition, the effects of the substrate's affinity with the grafted polymer block were not investigated in their study. Relaxing the assumption of uniform brush thickness and introducing selective affinity of the substrate or the top in a model can produce a more enriched phase behavior. The morphologies of BCP brushes at different solvent qualities have also been studied using SCFT,26–30 lattice Monte Carlo,31,32 single-chain-in-mean-field (SCMF),33 dissipative particle dynamics (DPD),34,35 hybrid molecular dynamics (MD) with field representation of non-bonded interactions,36,37 and density functional theory (DFT) simulations.38 Despite such explorations, obtaining a comprehensive understanding of the formation of the morphology in brush systems under different conditions, i.e., melt or exposed to solvent molecules, has been a key challenge.
In this study, by using diffusion Monte Carlo (MC) simulations which adapt a coarse-grained model with a generalized energy functional expressed in terms of density fields expanded up to third order, we conduct a more complete and systematic investigation on morphologies of diblock copolymer brushes (Scheme 1). Previous studies adapting field-theoretical models to studies of polymeric materials at free interfaces place a structural fluid that creates interfacial tension with polymers.39 However, these approaches require significant computational loads for simulating phantom particles in domains of no physical interest. Instead, the generalized virial model, which removes the restriction on the almost uniform density in the simulation box, enables us to explore systems at a low grafting density (σ) and to predict the air/polymer surface that adapts to changes in the structure. The generalized virial model enables us to explore systems at a low grafting density (σ) and by freely adjusting the air/polymer surface. To test the stability of morphologies with lateral phase separation and the possibility of tuning these morphologies, we construct phase diagrams of BCP brushes on neutral and wetting substrates by varying the composition of the grafted A block (fA) and segregation strength (χN), where χ is the Flory–Huggins parameter and N is the chain length. We predict the existence of void and curved morphologies which were not explored in previous studies, and we investigate their formation induced by the interplay between entropic and enthalpic contributions. The selectivity of the free surface and substrate with both A and B blocks is then studied, reporting the distinct morphologies with lateral phase separation, obtained in the case of systems with a B-preferential substrate and neutral top surface. The effect of grafting density on the phase behavior of BCP brushes is also probed with examinations focused on the arrangement of internal A/B interfaces. Finally, the effect of contact with non-selective solvents of varying qualities, which has been of interest due to its capability to respond to external chemical stimuli34,40 as well as to tune phase segregation behaviors of BCPs in thin film geometry,41–43 is considered along with the estimation of the roughness of the brush surface at the top for the predicted morphologies.
![]() | (1) |
![]() | (2) |
For a two species system (A and B), as is the case in this study, the expanded form of non-bonded interaction can be written as
![]() | (3) |
![]() | (4) |
![]() | (5) |
![]() | (6) |
The parameters wAAB and wBBA are expressed as arithmetic means of virial coefficients wAAA and wBBB and are explicitly written as
![]() | (7) |
![]() | (8) |
To calculate Hnb, the local densities must be inferred from the bead positions. A commonly used “particle-to-mesh” (PM) technique is applied, where we split the simulation box into an M number of cubic grid cells and then estimate the densities of species in these grids. The grid discretization length is defined as ΔL. The implementation details are discussed in the study by Detcheverry et al.51 The local density for grid cell p, ϕα(p) (α ∈{A, B}), is defined as
![]() | (9) |
The interactions of A and B species with the grafting substrate placed at the bottom along the z-direction are included using the one body potential acting on each bead i of type K (K ∈{A, B}) as defined below
![]() | (10) |
Using the model described above, Monte Carlo (MC) simulations are performed under the NVT ensemble. Simulations are conducted in a simulation box with Lx = 10Re, Ly = 10Re and Lz = 3Re. A periodic boundary condition was applied in the lateral directions, while an impenetrable hard wall boundary condition was used in the z direction. Lz was chosen to be much larger than the brush height of the studied systems, so that the BCP brush films coexist with the empty simulation space forming a free surface. One of the ends of the A block is grafted to a substrate located at z = 0; the grafted ends are uniformly distributed with spacing d in the x and y directions. The spacing d is determined from the grafting density, . The relation between the grafting density (σ) and the average brush thickness (L) is given by σ = L ×
. For simulations conducted in this work, the values of ΔL = 0.16Re and N = 128 are used. Under melt conditions, the value of the average chain density
is set to 128. Thus, for the system of 0.5Re brush thickness, a total of 6400 chains and approximately 0.8 million coarse-grained beads are simulated. For every simulation, the observed phases are identified from the morphologies obtained after using sufficiently long MC cycles (>2 million cycles) for equilibration. In each cycle, single bead displacement is performed for all beads on average.
The obtained phase diagram is now briefly compared with those reported in previous studies. First, our results are compared with SCFT studies by Matsen et al.26 which investigated the system with the same average brush thickness of 0.5Re as used in our study, however, without allowing topological adjustment at the free top surface. Similar to their studies, stripe, hex and uniform phases are observed at different values of χN and fA in our work. The void phase occupies a large area of our phase diagram, while SCFT predicts uniform or inverse hex phases for the same conditions of χN and fA. The envelope of the phase boundary between the uniform and laterally phase separated structures is convex and asymmetric, similar to the SCFT of BCP brushes, but our simulation predicts a wider region of laterally non-uniform morphologies. Void phases, which have an exposed surface with a non-uniform topology, are not observed in our model, when it is modified to have a flat top surface by placing a hard wall on the top of the brushes while keeping the brush thickness value at 0.5Re; the obtained results closely match with those detailed in the SCFT studies as shown in Fig. S3† for different fA values at χN = 50. Studies by Wang et al.33 use a similar model to that applied in this work and they have performed the simulations to obtain the phase behavior of brushes at different solvent qualities of grafted and non-grafted blocks. Their simulations for poor solvent quality for both A and B blocks corresponded to the conditions closely related to our melt brushes and showed the sequence of phase transitions at a relatively low grafting density comparable to the results obtained in our work including the formation of voids. However, the structure of voids has been only briefly described in their work without a clear description on the mechanism of their formation.
To further elucidate the formation of voids, we show the structure evolution as observed in our diffusion MC simulations for fA = 0.5 and χN = 50 in Fig. 2a–d with representative morphologies and schematic sketches shown at the top and bottom, respectively. The system is quenched from a disordered initial configuration to χN = 50. At the earlier stage, the system forms a uniform phase with perpendicular phase separation and a flat top surface. As depicted in the schematic sketch in Fig. 2a, the chains in the uniform phase are laterally spread out and compressed in the z-direction with an entropic penalty because the brush thickness is only 0.5Re. The enthalpic cost also arises from the large interfacial area of unfavorable AB contacts in the uniform phase. High entropic and enthalpic costs make the uniform phase unstable and short-lived in our simulations. The uniform phase quickly transits into a structure with a region of thin A domains exposed to the free surface and a thick perpendicularly phase separated region as shown in the schematic sketch in Fig. 2b. The exposed region develops laterally resembling island hole terraced structures commonly observed in non-grafted films. Since there is no favorable interaction between the substrate and A/B blocks, the thickness of bare A domains continues to decrease, eventually dewetting the substrate to form voids (see Fig. 2c). Unlike non-grafted films, the voids cannot endlessly grow, due to the entropic penalty induced by the stretching of grafted A chains and the system eventually equilibrates to a structure with voids that maintain their size (Fig. 2d). The quantitative measurement of void size at the later stage of structure evolution (Fig. S4†) demonstrates that while the number of voids does not change significantly once the voids are initiated, the average size of voids (dewetted regions on the bottom) increases substantially and plateaus at a value of 2.8Re2. It is noticeable that the size of the voids is significantly larger than those in other laterally phase separated structures such as stripes or hexagonal arrays (Fig. S5†), benefiting from the fact that the larger voids can reduce the surface energy of A/B blocks in contact with the top free surface in addition to the decrease in the enthalpic interfacial area. The values of such costs associated with interfacial and surface contacts are respectively related to χN and incompressibility (κAN and κBN). Large χN and (κAN, κBN) imply large penalties for A/B interfacial contacts and contacts of A and B with the top surface, respectively. Therefore, increases in χN and (κAN, κBN) result in the formation of a larger region with voids, as clearly depicted in Fig. S6a and b† at χN = 50 and 100, and Fig. S6a and c† at κAN = κBN values of 50 and 200 for fA = 0.5.
We have shown that BCP brushes on a neutral substrate form the void phase over a wide range of fA and χN conditions. We anticipated that voids can be filled by introducing a substrate with affinity for both A and B blocks, which may result in retaining the phase behavior as observed for the flat top surface system. Thus, simulations are performed for non-zero substrate wettability values of ΛAN = ΛBN = 2, and Fig. 1c shows the obtained phase diagram as a function of χN and fA. As expected, the void phase is no longer observed while the other phases (i.e., stripe, hex and uniform) occur under similar conditions to those on a neutral substrate. Instead of the void phase transiting to inverse hex or uniform phases as observed in SCFT results,26 the void phase in the phase diagram is replaced with laterally phase separated curved domains. We label such structures in the phase diagram as curvy phases. Specifically, as shown in the tilted views in Fig. 1d and the top views shown in Fig. S1b,† laterally phase separated domains adopt different curvatures, including (1) a ring-like structure with an outer shell of A domains around the inner cylindrical B domains and (2) A domains curved in “S”/“C” shapes with enclosed B domains. To understand the origin of such structures, we show their evolution as observed in our MC simulations for the conditions of fA = 0.5 and χN = 50 in Fig. 2e–h with representative morphologies and schematic sketches shown at the top and bottom, respectively. A uniform phase of perpendicularly layered A/B domains is formed at the initial stage. Similar to the case of the neutral substrate, the system proceeds to increase the brush thickness in perpendicularly separated regions while forming regions of thin A-rich domains exposed to the free surface (see the schematic sketch in Fig. 2e). However, unlike the BCP brushes on the neutral substrate, naked A-rich regions do not evolve to form voids, as there is a favorable interaction between the substrate and A/B blocks; the A block remains in such regions wetting the substrate as shown in Fig. 2f. As naked regions enlarge in size along the lateral direction, stress induced by the stretching of grafted A chains increases. To release the stress, the B block is placed in the middle of the enlarged region, as depicted in Fig. 2g. At this time, the B block wets the substrate, making columns of B-rich domains (Fig. 2g). As shown in the schematic sketch in Fig. 2h, B-rich domains surrounded by A-rich domains eventually develop into curved “S”/“C” shaped structures.
We turn our attention to address the impact of selective surfaces on the self-assembled morphologies. Matsen and Griffiths investigated the effect of preferential wetting of the grafted block toward the flat top surface on the phase diagram of BCP brushes using SCFT26 and compared it with the experimental work by O'Driscoll et al.30 They found that the region of periodic morphologies becomes wider with the shift in phase boundaries. While the bottom surface (i.e. the grafting substrate) was kept neutral in previous studies, here, we focus on the effect of both top and bottom surface selectivity toward the grafted/non-grafted block at the two composition values of fA = 0.5 and 0.7 for χN = 50. The selective affinity of the grafting substrate and free surface is tuned by individually varying ΛAN, ΛBN, κAN, and κBN while keeping the other values fixed. An increase in ΛAN (ΛBN) leads to the selective attraction of the A(B) block with the grafting substrate and a decrease in κAN (κBN) (i.e., decrease in surface tension) leads to the selective attraction of the A(B) block with the top surface. Fig. 3 shows the top and tilted views of the obtained morphologies at fA = 0.5 for selective surfaces. In the reference case where both the free surface and bottom substrate are neutral (ΛAN = ΛBN = 0 and κAN = κBN = 200), BCP brushes form a void phase with the equilibrated morphology as shown in Fig. 2d. As shown in Fig. 3a, the voids are filled up with A species and the area where the bare substrate is exposed shrinks in size as we increase the substrate selectivity towards the grafted A block, eventually disappearing at a high ΛAN value of 8. A more diverse range of phases is observed when the substrate is selective towards the non-grafted B block (Fig. 3b). Upon increasing ΛBN, the B block condenses into a near-surface layer and the system transits from stripe to hex to uniform phases. The observed laterally phase separated stripe is developed throughout the whole brush due to the enthalpic favorability of the non-grafted B block wetting the substrate. Thus, A/B interfaces are in contact with the grafting substrates as shown in the schematic diagram of Fig. 4a unlike the stripes on a neutral substrate presented in Fig. 4b (fA = 0.7), which are induced by small values of B fractions with lateral separation only occurring near the top. The hex phase at ΛBN = 4 also differs from the hex phase on neutral substrates (Fig. 4d) as a layer of B is formed underneath the A domains covering the substrate and partially exposed B domains from that underlayer are seen from the top as hexagonal dots (Fig. 4c). At a large affinity value of ΛBN = 8, a uniform phase is observed where the graft A blocks cover the top, which is different from the uniform phase presented in Fig. 1 with B at the top. As depicted in Fig. 3c, an increase in the top surface selectivity for the A block upon decreasing κAN enlarges the voids and grows into a rather striped shape, thereby reducing the area of B domains in contact with the top surface. The B selective top surface shifts the system from a void phase to a uniform phase. Although the uniform phase has an entropic cost induced due to the brush being confined in a thickness of only 0.5Re and an enthalpic cost of large A/B contact, such costs are overcome by surface energy being lowered by placing B on the top (Fig. 3d). Fig. S7† shows the top and tilted views of the obtained morphologies for selective surfaces at the asymmetric composition value of fA = 0.7. When the top and bottom surfaces are neutral, BCP brushes form a stripe pattern with non-grafted minor B components lying on the layer of A blocks similar to parallel cylinders in BCP films, as presented in Fig. 1b. Although the stripe structure prevailed when the A block became preferential to the bottom substrate (Fig. S7a†), we have observed a phase change from stripe to hex with small B clusters (hemispheres) distributed in the continuous A layer when the free surface exhibited a preference for the grafted A block (Fig. S7c†). As B becomes more attractive to the bottom substrate, the B block wets the substrate, and the system transits to the hex phase with B cylinders throughout the film (Fig. S7b†) and then to the uniform phase with graft A blocks on the top (Fig. S7c†). As κBN decreases (Fig. S7d†), the upper B blocks of relatively low compressibility cover up the layer of dense A blocks, and at κBN = 50, a layered uniform structure is finally formed, even at an asymmetric composition.
To this point, we have demonstrated that BCP brushes at a relatively low chain grafting density (σ) result in laterally phase separated structures over a wide region of the phase diagram. At a higher grafting density, steric crowding among chains would increase, thereby inducing vertically stretched chain conformation, and thus resulting in a larger energy penalty for lateral phase separation. We now investigate the effect of grafting density on the phase behavior of BCP brushes. Fig. 5a shows the observed phase diagram of BCP brushes on the wettable substrate (ΛN = 2) with respect to fA and the average brush thickness, L, which is proportional to the grafting density, σ. L is varied from 0.5Re to 1.2Re while χN is fixed at 100. At high grafting densities, the layered uniform structure marked with a black square (perpendicular segregation) exists in a wider interval of fA than those in the BCP brushes with lower grafting densities. As the grafting density increases, the curvy phases (blue triangle) that were observed at a lower grafting density (L = 0.5Re) disappear and inverse hexagonal phases (pink hexagon) emerge. The phase boundaries also shift to a larger value of fA with increasing grafting density. Wang and Muller have reported a similar observation of enhanced stability of perpendicular segregation at a high grafting density in BCP brushes.33 Matsen and Griffiths also observed that an increase in brush thickness reduces the region of periodic phases in melt BCP brushes.26 Additionally, we found that the internal structures of uniform phases at asymmetric compositions vary depending on the grafting density, as shown in Fig. 5b and c showing the tilted (top) and side (bottom) views of morphologies along with the contour curves of A/B interfaces. For χN = 100 and fA = 0.2, Fig. 5b shows that the uniform phase with a laterally rippled A/B interface at L = 0.5Re transits to a uniform phase with an interface consisting of hexagonal arrays of B domains at L = 0.7Re as the penalty for the chain stretching becomes larger. At an even higher grafting density (L ≥ 0.9Re), the brush forms a perpendicularly layered morphology with a flat interface. However, such flat A/B interfaces in the uniform phases are destroyed when the brush is under an extremely large grafting density and in a relatively weak segregation strength regime. Fig. 5c shows the results for a very large L = 2.3, 2.5 and 2.7Re at χN = 30 and fA = 0.7. To maintain a flat A/B interface with a very large average brush thickness, chains are extremely stretched, which causes an enormous elastic free energy. The system reduces the elastic free energy by retaining some of the chains back to the less stretched conformation, which results in nontrivial A/B interfaces with hexagonally ordered holes of B domains (blue). This was also explained in a previous BCP brush study by Rudov et al.,35 which predicted golf holes, gullies and ridges, and stalactites depending on the composition of the copolymer at an extremely high grafting density.
Solvent quality is another parameter that directly affects the extent of stretching present among chains which then could alter the phase behavior of BCP brushes. Hence, we study the morphologies in different solvents on a wettable substrate of ΛN = 2 with the brush thickness of L = 0.5Re and χN = 50. Four different solvents, which are labeled S1 to S4 in the order of increasing solvent quality, are investigated, and the results are presented along with those for melt BCP brushes (S0). The detailed parameters used for the S0–S4 conditions in our implicit solvent model are listed in Table 1 and marked in the colormap of Fig. S8† showing the averaged size of a single chain on the (vαα, wααα) parameter space referring to Park et al.36 For each solvent, the types of observed phases are shown in Fig. 6a at fA values ranging from 0.2 and 0.8; the top views of the phases are shown in Fig. S9a.† The roughness of the top surface of the phases is also measured by estimating the standard deviation s of the brush height in the lateral dimensions. Local polymer densities for cubic grid cells with a size of (0.16Re)3 defined in eqn (9) are used to measure the brush height at each lateral position as the z-location where the local polymer density drops below half of the average density value. Fig. 6b shows the measured roughness (3s) along with the tilted views of the representative morphologies at selected fA values for S0–S4. Finally, at an fA value of 0.7, we show the laterally averaged density profiles as a function of distance z from the grafting substrate for S0, S2 and S4 in Fig. S9b.†
v αα | v AB | w ααα | <Rg>/Rg,ideal | |
---|---|---|---|---|
S0 | −3.17 | −2.7813 | 0.01849 | 0.951 |
S1 | −2.75 | −2.3594 | 0.01699 | 1.095 |
S2 | −2.50 | −2.1094 | 0.01609 | 1.220 |
S3 | −2.25 | −1.8594 | 0.01520 | 1.370 |
S4 | −2.00 | −1.6094 | 0.01430 | 1.558 |
Chains stretch vertically further as the solvent quality is enhanced, thereby increasing the brush thickness as depicted in the broader density profile in Fig. S9b.† The vertically stretched chain conformations increase the entropic penalty to form laterally phase separated structures. Thus, the phase boundary in fA for lateral phase separation is shifted to a higher value upon increasing the solvent quality (Fig. 6a). The stretching of chains also results in flatness of the top surface of the observed phases resulting in a decrease in the 3s value as the system moves from S0 to S4 (Fig. 6b). At fA = 0.2, the type of phase for all the solvents is the same as the one for melt conditions, i.e., a uniform phase, denoted in Fig. 6a as a black square. However, around symmetric compositions, the curvy phase under melt conditions (S0) disappears when the system is placed in a good solvent. Instead, the morphology with circular A domains exposed at the top, which tends to be packed hexagonally, is recognized and labeled as inverse hex (pink hexagon). As depicted in Fig. 6b, the roughness of the top surface for fA = 0.5 is much larger than those of the other cases due to the type of observed phase. In the curvy phase, the thickness varies sharply with a step edge of A/B domains near the laterally phase separated curved domains. However, 3s is reduced significantly in S4 as these curved domains are removed. Similar to the results for symmetric composition, the types of phases also change for large fA values upon varying the solvent quality. The stripe and hexagonal phases observed in S1 at fA = 0.7 and 0.8 transit to inverse hexagonal and stripe phases with reduced 3s in S4, respectively.
One of the future directions is to expand our exploratory study for diblock polymers grafted on curved substrates, in particular, for cylindrical/spherical substrates. The grafted films coated on a curved substrate are useful in synthesizing colloids with environmentally responsive surface patterns which then have biomedical applications, e.g., targeted drug delivery and medical imaging. Naturally, chains will be more sterically crowded near the surface of the sphere/cylinder due to the curvature, which will result in extended chain conformations. Thus, the phase behavior of BCP brushes is expected to be significantly altered compared to that on a flat substrate.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: 10.1039/d1me00126d |
This journal is © The Royal Society of Chemistry 2021 |