Multi-Scale Coarse-Graining of Diblock Copolymer Self-Assembly: From Monomers to Ordered MicellesFig. 1: (a) Single configurationof 5000 dumbbells atdensity beyond the cmc.Red and blue in<strong>di</strong>cate theideal and self avoi<strong>di</strong>ng strandsof the copolymersrespectively. (b) Position ofcentre of mass of the micellesfor the same system. (c)Ordered phase at slightlyhigher density.Block copolymers in solution show a remarkable tendencyto self-assemble into a bewildering range of<strong>di</strong>sordered (liquid-like) and ordered structures, depen<strong>di</strong>ngon the macromolecular composition, therelative sizes of the blocks, solvent selectivity, polymerconcentration and temperature [1]. A frequent,partial scenario sees the copolymers aggregate intopoly<strong>di</strong>sperse spherical micelles at low polymer concentration;upon lowering the temperature or increasingthe concentration, the micelles undergo a<strong>di</strong>sorder-order transition onto a cubic lattice. Atheoretical understan<strong>di</strong>ng of copolymer phase behaviourgenerally relies on self-consistent field theorysimilar to that applied earlier to copolymer melts[2]. A more molecular approach is ob-viously very<strong>di</strong>fficult, in view of the wide range of length scalesinvolved, from themonomer level to themesoscopic scales characterisingordered micellarstructures.We have recently implementeda two-stagecoarse graining strategyto investigate the micellizationand <strong>di</strong>sorder-ordertransition of a simplemicroscopic model of<strong>di</strong>block copolymers in aselective solvent [3]. Westart considering AB copolymersmade up oftwo blocks of equalnumbers M A=M B=M ofmonomers on a cubiclattice. The solvent selectivitywith respect toA and B monomers isrepresented by modellingthe A blocks as idealchains (I) and the Bblocks as self and mutuallyavoi<strong>di</strong>ng walks (S).Moreover A and B blocksof the same or <strong>di</strong>fferentcopolymers are assumedto be mutually avoi<strong>di</strong>ng(S). The model is clearlyathermal and the polymerdensity is the onlythermodynamic variable.With typical polymersizes M~10 3 , and expectedmicelle aggregationnumbers n~10 2 ,very large system sizeswould be needed to generatethe tens of micellesrequired to studytheir ordered and <strong>di</strong>sorderedstructures. At thefirst stage of our coarsegrainingprocedure, ABcopo-lymers are mappedonto “ultrasoft” dumbbells with effective interactionsbetween the centres of mass (CM) of A and B blockson <strong>di</strong>fferent copolymers, and an intramolecular“tethering” potential between the CM's of the twoblocks of the same copolymer. These effective interactions,of purely entropic origin, are obtained byinverting the A-A, A-B, and B-B CM-CM intermolecularand intramolecular pair <strong>di</strong>stri-bution functions inthe low density limit [4]. The obtained effective potentialsare roughly gaussian in shape with an amplitudeof a few k BT, and a range of the order of thegyration ra<strong>di</strong>us of the copolymer. Earlier experiencewith homopolymers shows that assuming the transferabilityof zero density potentials to finite density isnot an unreasonable approximation well into thesemi-<strong>di</strong>lute regime. By Monte Carlo simulation of theeffective dumbbell model, we have observed that micellizationsets in beyond a critical micellar concentrationwith the ideal A-blocks forming the densecore and the B-blocks forming the corona. With aperio<strong>di</strong>c sample of 5000 AB copolymers beyond thecmc (fig. 1) we observe about 50 moderatelypoly<strong>di</strong>sperse micelles. A further increase of concentrationproduces a <strong>di</strong>sordered-ordered transition,from a liquid-like structure into a micellar cubicphase with defects, in qualitative agreement withexperimental observation. At the second level ofcoarse graining we consider the structure of thesystem of micelles regarded as spherical particles.Within the HNC theoretical framework [5], an effectivemicelle-micelle pair potential can be extractedfrom the pair <strong>di</strong>stribution function between micellecentres of mass. The resulting effective pair potentialexhibits a relatively soft repulsion that culminates ata value of roughly 12 K BT at the origin, followed by ashallow attractive well. This kind of potentials cangive rise to a freezing transition at sufficiently highdensities as we have indeed observed. Extension ofthe above coarse-graining strategy to more generalmodels is being pursed in order to reproduce the richexperimental phase <strong>di</strong>agram of <strong>di</strong>lute <strong>di</strong>block copolymerssolutions in selective solvent.References[1] T.Lodge et al, Faraday Discussions 128, 1 (2005)[2] L. Leibler, Macromolecules 13, 1602 (1980);G.H. Frederickson and E. Helfand, J. Chem. Phys.87, 697 (1987); M.W. Matsen and M. Schick, Phys.Rev. Lett. 72, 2660 (1994).[3] C. Pierleoni, C.I. Ad<strong>di</strong>son, J.-P. Hansen and V.Krakoviack, submitted to Phys. Rev. Letts., January2006; cond-mat/0601417.[4] C.I. Ad<strong>di</strong>son, J.P. Hansen, V. Krakoviack and A.A.Louis, Molec. Phys. 103, 3045 (2005).[5] J.-P. Hansen and I.R. McDonald, “The Theory ofSimple Liquids”.AuthorsCarlo Pierleoni (a) , Chris Ad<strong>di</strong>son (b) , Jean-Pierre Hansen(b) and Vincent Krakoviack (c)(a) INFM CRS-SOFT, and Department of Physics, U. ofL'Aquila, I-67010 L'Aquila, Italy,(b) Dept. ofChemistry, University of Cambridge, Cambridge CB21EW, United Kingdom(c) Laboratoire de Chimie, Ecole Normale Supérieurede Lyon, 69364 Lyon Cedex 07, France.95SOFT Scientific <strong>Report</strong> 2004-06
Scientific <strong>Report</strong> – Self Assembly, Clustering, Structural arrestBernal Spiral Clusters in Colloid-Polymer MixturesHard spheres colloidal particles in suspension withsmall non-adsorbing polymers interact via aneffective attractive depletion potential, controlled inrange by the polymer-to-colloid size ratio and inmagnitude by the polymer concentration. Often,colloidal particles are also slightly charged, so that along-ranged repulsion of screened electrostatic typecomplements the short-range attraction. In theabsence of charge, at low densities, colloidalparticles undergo gas-liquid (colloid poor-colloid rich)phase separation, before the dynamics becomessufficiently slow. However, when electrostaticrepulsion becomes non-negligible, the competitionbetween the short-range attraction and the longrangerepulsion produces what may be viewed as amicrophase separation into colloidal aggregates offinite size, also called `equilibrium cluster phase'.This corresponds to a fluid made on average ofclusters, which can break and reform in equilibrium,but whose properties as a structurally <strong>di</strong>stinct stateare clearly visible, as for example in the staticstructure factor which <strong>di</strong>splays a characteristic peakat a finite wave-vector, much smaller than thetypical nearest-neighbour wave-vector. Modeling theeffective colloidal pair interactions as the sum of ageneralized Lenard-Jones potential with exponent♋ mimicking the hard-core repulsion and theshort-range attraction, and of a Yukawa term ofamplitude A and screening length ξ, ground statecalculations[1] have shown that cluster formation isfavoured with respect to bulk liquid separation, uponvarying the potential parameters, and that,moreover, the shape of such clusters can be tunedfrom spherical to linear, when the repulsion changesfrom long-ranged to relatively short-ranged, i.e.comparable to the particle ra<strong>di</strong>us. In the latter case,confocal microscopy experiments [2] have providedevidence of the existence of such clusters, organise<strong>di</strong>n the structure of the so-called Bernal spiral, i.e. athree-stranded spiral of face-sharing tetrahedra (seeFig.1a). At high enough density clusters are found tobranch and percolate, forming a <strong>di</strong>sordered arrestednetwork, i.e. a gel.Focusing on the potential parameters related to theexperimental results [2], extensive molecular andbrownian dynamics simulations were carried out [3]in order to check whether such elongated clustersexist and if a simple pair potential of the kinddescribed above is sufficient to reproduce theexperimental results. We find that, indeed, at lowtemperature the system structure is of the Bernalspirall type. At low packing fractions 0.1, since the residual interactionsbetween the spirals are small, they can branchthrough some defects allowed by the finiteFig. 1. Bernal SpiralFig. 2a. High TFig. 2c. Low TFig. 2b.Interme<strong>di</strong>ate Ttemperature and thus forming a solid percolatingstate with non-ergo<strong>di</strong>c features. Interestingly, in thislatter case, by decreasing temperature from high tolow, a reentrant percolation is observed. This isshown in Fig.2. At first, temperature is too high, andcluster just percolate transiently in a totally randomway. As temperature is lowered, a competitionbetween entropic and energetic effects takes place,so that the clusters become smaller in size, they donot percolate any more and they start to <strong>di</strong>splayfeatures of the Bernal spiral. Further lowering of thetemperature produces a stable network ofpercolating spirals, again of random nature. Thus atransition from monomers to spiral clusters takesplace as subunits of the system.References[1] S.Mossa, F.Sciortino, P.Tartaglia, and E.Zaccarelli, Langmuir 20, 10756 (2004).[2] A. I. Campbell, V. J. Anderson, J. van Duijneveldtand P. Bartlett, Phys. Rev. Lett. 94, 208301 (2005).[3] F. Sciortino, P. Tartaglia, and E. Zaccarelli,Journal of Physical Chemistry B 109, 21942 (2005).AuthorsE. Zaccarelli(a,b), F. Sciortino(a), P.Tartaglia(c)(a) <strong>Dipartimento</strong> <strong>di</strong> <strong>Fisica</strong> and CNR-INFM-SOFT,Università <strong>di</strong> Roma La <strong>Sapienza</strong>, P.le A. Moro 2, I-00185 Roma, Italy; (b) ISC-CNR, Via dei Taurini 19,I-00185, Roma, Italy; (c) <strong>Dipartimento</strong> <strong>di</strong> <strong>Fisica</strong> andCNR-INFM-SMC, Università <strong>di</strong> Roma La <strong>Sapienza</strong>,P.le A. Moro 2, I-00185 Roma, ItalySOFT Scientific <strong>Report</strong> 2004-0696
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