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Self avoiding surfaces at interfaces
Elisabeth Bouchaud, Jean-Philippe Bouchaud
To cite this version:
Elisabeth Bouchaud, Jean-Philippe Bouchaud. Self avoiding surfaces at interfaces. Journal de
Physique, 1989, 50 (7), pp.829-841. �10.1051/jphys:01989005007082900�. �jpa-00210960�
Self avoiding surfaces at interfaces
Elisabeth Bouchaud and Jean-Philippe Bouchaud (*)
O.N.E.R.A., BP 72, 92322 Châtillon Cedex, France
(*) Laboratoire de l’E.N.S., 24 rue Lhomond, 75231 Paris Cedex 05, France and LHMP E.S.P.C.I., 10 rue Vauquelin, 75231 Paris Cedex 05, France
(Reçu le 16 septembre 1988, révisé le 30 novembre 1988, accepté le 8 décembre 1988)
Résumé.
2014Nous étudions le problème d’une membrane auto-évitante isolée au voisinage d’une
surface faiblement attractive. L’exposant de crossover 03A6 caractérisant la transition d’adsorption
satisfait les bomes : 0,6 ~ 03A6 ~ 0,666. Une méthode de renormalisation dans l’espace réel fournit
une très bonne valeur de l’exposant de volume 03BD (~ 0,8) et suggère 03A6
=2/3. Cette valeur est utilisée pour obtenir en particulier l’épaisseur Da de la couche adsorbée (03B4-3/5) et l’énergie par monomère (03B43/2) en fonction de l’excès d’énergie de surface 03B4. Le profil de concentration varie en
z-1/6 pour a ~ z ~ Da. En solution semi-diluée, le profil s’étend sur des distances de l’ordre de la
longueur de corrélation de la solution ; et varie comme z-1/2 pour l’adsorption et comme z5/2 pour la déplétion, pour des distances z correspondant à la région « centrale » (Da ~ z ~ 03BE).
Abstract.
2014We study the problem of a single self avoiding membrane in the vicinity of a weakly attracting interface. The crossover exponent 03A6 needed to characterize the adsorption transition is shown to lie in the interval 0.6 03A6 0.666. Real space renormalization provides a very good
value for the bulk exponent v (~ 0.8) and suggests 03A6
=2/3. This value of 03A6 is used to predict, inter alia, the width Da of the adsorbed layer (~ 03B4-3/5) and the energy per monomer (03B43/2) as a function
of the surface excess free energy 03B4. The concentration profile is found to decay as z-1/6 for a ~ z ~ Da. For semi-dilute solutions, the concentration profile is expected to extend up to distances of the order of the bulk correlation length, decaying as z-1/2 for adsorption, and growing as z5/2 for depletion in the so called central region (Da ~ z ~ 03BE).
Classification
Physics Abstracts
64.60
-05.40
-68.42
1. Introduction.
The physics of membranes and fluctuating interfaces is rapidly developing, especially from a
theoretical point of view [1, 2]. A fruitful possibility is to take advantage of the fact that the
theory of polymer solutions is now very well understood, both in the « bulk » [3, 4] or near
interfaces [5]. One of the major breakthrough in this domain in the last decades is surely the
consequences of its connection to the realm of critical phenomena, and in particular the possibility of writing scaling laws [3] to relate the evolution of the relevant physical quantities.
Combined with physical intuition, this approach has proven extremely powerful and predictive ; it furthermore provides simple and useful-to-think-with images of the physical reality. One of the most natural for the theoretician (it does not seem obvious to synthetize
Article published online by EDP Sciences and available at http://dx.doi.org/10.1051/jphys:01989005007082900
those molecular nets : see [1] for the present status of the art)
-generalization of the polymer problem is to consider surfaces instead of chains, and to study their properties (shape and
structure, phase diagrams, etc.) as the physical parameters are varied. Even if it is clear that these objects have a host of specific properties (such as for example a finite temperature transition between a flat and crumpled phase [1, 6]) which have no counterpart in the polymer problem, it may be appropriate to further transpose the knowledge of polymer physics to
describe situations where the two systems should behave similarly. In this paper, we analyse, through scaling and real space renormalisation group approaches, the structure of a self repelling surface of fixed topology (Self Avoiding Tethered Surface [1, 7]-SAS) near an
interface (solid wall, liquid-liquid or liquid-gas interface). In particular we analyze the
« decrumpling » of the SAS as the attraction of the interface is increased and propose scaling
laws for its parallel and perpendicular extensions. As for the case of polymers, one needs, in
addition to the bulk exponent v, to introduce a cross-over exponent 0, for which we give both
an upper and a lower bound (which are in fact quite stringent). A small cell real space RG allows us to obtain quite a good value for v compared to the Monte Carlo simulations and the
Flory approximation of [7] - thereby confirming the prediction v
=4/5 ; and an approximate
value for 0, close to its upper bound (0 = 2/3). Our results could be checked numerically ;
the use of scaling laws could perhaps also be justified by field theoretical techniques, as it is
the case for polymers [8].
2. Bulk behaviour.
The model that we shall study is that of Self Avoiding Surfaces which, upon deformation, are equivalent to planes containing N x N « monomers ». Thus we do not consider branched surfaces (see e.g. [9]) but rather what was called in [7] « tethered surfaces » i.e. polymerized
membranes or fixed topology, as opposed to liquid or hexatic membranes [1, 10]. These
molecular « nets » will hopefully be soon synthetized and the experimental investigation of
their structure will then be of actuality.
2.1 A SINGLE MEMBRANE IN A GOOD SOLVENT. - A set of N 2 non interacting beads tied together by elastic springs to form a bidimensional network extends spatially over distances
instead of the N 1/2 law holding for ideal chains. The logarithm comes from the usual 2-d
divergence of harmonic fluctuations. It also means that a free molecular net is extremely dense, since its density goes to infinity with N in any dimension (p
=N2 (Log N )- dl2) which
implies that the self avoiding constraint is always relevant, in contrast with chains where it becomes irrelevant for high dimensions (d > 4). The excluded volume effect thus swells the surface to R
=aN " where v is a non trivial critical exponent to be determined. A Flory
formula has been proposed in [7] through a scaling analysis of Edwards Hamiltonian ; it
reads :
For d
=3, this predicts v
=0.8, which is in good agreement with Monte Carlo simulations [7]
and experiments on crumpled papers [7, 11]. Let us show how the Flory formula (2.2) can be
obtained through the general statistical arguments presented in [12]. Consider a line on the surface ; the successive displacements along this line are correlated by the fact that if the n-th
monomer is close to one of the preceeding ones, the next step is chosen to expand the surface
radially. The number of statistically identical displacements is thus, in a mean field spirit and
for a D-dimensional manifold :
If C (n ) is the correlation function of the successive displacements (C (n ) = (Xi Xi + n»’ this
number Nid is simply the integral of C (n ), since C (n ) essentially counts the probability that
xi + n is equal to ri. Thus C (n ) behaves as n - a with a
=vd /D - 1. Then if a is smaller than 1,
the sum of individual displacements within a D dimensional manifold scales as :
(and as Nid Log 1/2 N for D
=2).
Self consistency thus requires :
or :
O O(plus logarithmic corrections for D
=2). (2.4) is exact for d
=D, and reproduces the Flory
result for polymers (D
=1). This approximation furthermore has a nice feature, already emphasized in [7] : the exponent v of a 3-dimensional self avoiding walk is the same as that of
a 2 D SAW drawn on a 3 d SAS : 3/5
=3/4 . 4/5. The only difference with [7] is that our line of reasoning naturally leads to logarithmic corrections to a power law for self avoiding surfaces.
It is fairly easy to adapt the real space RG procedure developed for polymers (which is
known to yield rather good results [13, 14]) to the case of surfaces. Instead of a link fugacity,
one introduces a « plaquette » fugacity k and looks for its evolution under a simple
renormalization transformation. Choosing a natural rule (rule N° 1) for 2 x 2 x 2 cells (see Fig. 1) gives a recursion relation :
which yields a fixed point k
=0.641 and an exponent v
=0.77. We have also investigated a simpler rule (rule N° 2), easier to implement on larger cells. For 2 x 2 x 2 cells, it gives
Fig. 1. - Cell renormalization of the fugacities k. Rule N° 1 : It is an adaptation of the « corner rule » of [13] we consider all configurations spanning the cube from left to right starting from the bottom left
edge. Rule N° 2 : For this rule only locally Monge Surfaces (no overhangs) are considered, with the two following constraints :
-no plaquette is allowed on the vertical external sides of the cube. - At least half of the horizontal plaquettes belong to the bottom plane. We believe that this rule slightly
overestimates v because of the no overhangs constraint.
v
=0.815 ; while for 3 x 3 x 3 cells, for which 3 000 configurations are taken into account,
one obtains v
=0.800. We thereby have obtained an independent way of estimating the bulk exponent for SAS, which fully confirms the results obtained in [7]. The quality of this result suggests that this procedure can be used to estimate the surface crossover exponent 0 (see
Sect. 3).
2.2 MANY MEMBRANES IN SOLUTION.
-Suppose that we now impose a volume fraction 0 of
monomers in the solution. The nets will start « seeing » each others when (we now consider
the case D = 2 and d
=3)
For 03A6» 03A6*, a length scale e appears [3] below which the structure of the surface is not affected by the ambiant pressure : this is expected for an elastic object which distributes the external constraint on the low energy, long wavelength modes ; only strong constraints can
disturb the structure on small length scales. e is defined as :
Thus
This result has also been obtained in [15]. As for the case of semi dilute polymer solutions
one can associate a free energy kT per « blob » of volume ç3, thereby defining an energy
density (or osmotic pressure) :
This result can also be obtained by writing :
where03A6 /N 2 is the perfect gas pressure expected for non overlapping membranes (03A6) 03A6 * ) and by requiring that II ceases to depend on N for 0 > 0 *. Note that (2.6) shows
the tremendous importance of correlations which screens the excluded volume interaction, reducing the osmotic pressure from 4>2 (uncorrelated monomers) to 06. It is interesting to
notice that for an assembly of flat membranes ( v =1 ) or for 0 such that gis smaller than the
persistence length, the same argument predicts II = 03A6 3, which is Helfrish’s result [16].
The structure of a marked net for length scales larger than § (e. g. the relative arrangement of the blobs belonging to one membrane) is more subtle, and we propose here very
speculative arguments. Analogy with semi dilute polymer solutions would suggest in this case
(below the lower critical dimension) :
which corresponds to a compact packing of the blobs. However, it is very difficult to fold a
surface in a compact way without tearing it. Very regular folding, such as represented in
Fig. 2.
-Regular folding of a piece of paper. Folding stops when the thickness of the sheet is of the order of its length :
figure 2, indeed yields R - N2J3. This configuration however has a very low entropy (every
« fault » in the folding procedure creates large « holes ») (1) and involves certainly quite a lot
of bending and stretching energies. Two other natural configurations might be considered :
- « Cigar shaped » membranes, folded in one dimension only and fully stretched in the other : this has at least the entropy of 2 d Hamiltonian paths ; however the rigidity governing
the undulation modes of this « rod » is very high and this heavily suppresses this source of entropy.
-
« Flat lamellae » of size (N / g) g x (Nlg) e x e piled one above the other. This structure can sustain soft sound waves propagating perpendicular to the lamellae.
The probable scenario is that, as concentration increases, the system undergoes « liquid crystal » phase transitions, first to a « nematic » phase of rods, then to a « smectic » phase of lamellae, much as in the case of liquid membranes [2]. Note however that all this paper
concerns equilibrium situations, which may be exceedingly long to reach due to the strong
topological constraints ; one expects a viscoelastic behaviour, evolving with time from a very hard solid response to that of a very « soft » solution (H = 0 6).
3. The problem of adsorption.
We now consider one SAS in the vicinity of as slightly attractive surface. As for polymers [17],
the relevant questions are the following : how attractive has the surface to be to inforce an
infinite membrane to put a finite fraction of its sites in direct contact with it ? How to describe the crossover between the bulk and adsorbed regimes ? What is the structure of the adsorbed membrane ?
(1) It looks intuitively as if the number of « isotropic Hamiltonian surfaces » did not grow
exponentially with N contrarily to the number of Hamiltonian paths. It would be interesting to study this
number as a function of the anisotropy ratio of the overall imposed shape of the membrane.
3.1 DESCRIPTION OF THE MODEL. - We consider a SAS interacting with an attractive plane
in the following way : each monomer coming in contact with the wall receives an energy
Ws, while the other monomers have an energy Wb. If the attractive surface is impenetrable,
one must take into account an (orientational) entropy loss for each monomer on the wall :
consequently, an infinite SAS will not « stick » to the wall unless the difference
Ws - Wb reaches a non zero negative value 0 W. On the contrary, there is no loss of entropy if the SAS is allowed to cross the surface and thus AW
=0 in this case. As for polymers, one
introduces [17] the parameter 6 defined as :
(kB is the Boltzman constant and T the temperature). Adsorption corresponds to
5 :> 0. In all that follows, we assume à « 1 (weak adsorption). A finite network will not
undergo a phase transition ; there will rather be in that case a crossover region defined by :
Adsorption then corresponds to N2 cf> 03B4 > 1. 0 is the crossover exponent, the value of which will be discussed in section 3.3, and depends on the position of the threshold AW.
3.2 STRUCTURE OF THE SAS IN THE VICINITY OF AN ATTRACTING SURFACE.
3.2.1 The crossover region.
-When the surface is « neutral » (i.e. condition (3.2) is satisfied), the mean number M of monomers in contact with the surface is precisely of order [8, 5] :
(3.2) thus means that adsorption or depletion cannot take place if the excess surface energy remains smaller than kB T : in this case thermal fluctuations are dominant. In this region, the
membrane remains isotropic, in the sense that both its parallel (RII ) and perpendicular (R1 ) extensions are of order aN ", where v is the bulk exponent discussed above. By analogy
with polymers [18, 19], we suppose that the number of monomers per unit area at a distance z
from the wall follows a power law : (a « z « R )
03A6s s is the surface density of monomers in contact with the wall, and m is the « proximal » exponent [18] which can be related to v and 03A6. Indeed one has :
and thus :
The fact that the monomer volume fraction is not a priori constant even when the surface energy is not sufficient to allow adsorption is related to the non zero value of AW, as will be discussed below.
3.2.2 Structure o f the adsorbed membrane. - As discussed above, N 20 5 is the energy of the
SAS at threshold ; this quantity thus appears as the natural scaling variable x. For large values
of x, the membrane is adsorbed and the number of monomers in contact with the wall is
proportional to the total number of monomers N 2. Thus one can write :
with
so that M , N 2 & (1 - ~)/~ for x > 1. This immediately leads to the membrane surface free energy
In this adsorption regime, one can consider the largest subpart of the net which remains unaffected by the attracting wall. Let Da be the scale of this « blob » which contains ga monomers. By definition, one thus has : Da .-, agâ and g2 ~03B4= , 1, so that :
The meaning of Da is the following : at length scales smaller than Da, the local behaviour of the net is three dimensional, while for sizes larger than Da the adsorbed membrane behaves as a self avoiding surface in two dimensions. The parallel extension of the SAS is thus given by :
while its perpendicular thickness is simply equal to Da. The monomer volume fraction at a
distance z from the surface still decreases as z- m for z smaller than Da and rapidly goes to zero for larger distances.
3.3 THE CROSSOVER EXPONENT. - Until now, we have left the value of ~ undetermined.
Nevertheless its actual value is of crucial importance for the evaluation of the physical observables ; this section is devoted to a discussion of the possible values of this exponent.
3.3.1 The relation between the value of 0 and the position of the adsorption threshold. - Let
us first examine the case of a penetrable adsorbing plane. In this case, one should expect AW
=0. Thus at threshold, the surface is only a fictitious plane intersecting a perfectly isotropic SAS. The fraction of monomers on the surface is thus proportional to the ratio of the surface of intersection to the volume of the membrane :
This gives [17, 20]
In the case of an impenetrable plane, on the contrary, the plane is already attractive at
threshold, since AW 0. Thus we expect that the fraction of monomers on the wall should be greater than N - ", or 0 > 1 - v /2 for an impenetrable surface. This lower bound will be
compared later to our RSRG estimate. An important remark must be made : using (3.4) with
0 given by (3.7), one obtains for the proximal exponent m
=0 : since at threshold the surface
is absolutely neutral (no force experienced by the monomers), no profile can build up. On the
contrary, when the surface is impenetrable, the attracting nature of the wall at threshold
induces a concentration profile with enhanced density near the wall, or m :> 0. This bound is seen, using equation (3.4) to be equivalent to 4>:> 1 - v /2.
3.3.2 An upper bound for ~. - We now present a plausible argument which, although non rigorous and perhaps improvable, strongly suggests an upper bound of 0 (which turns out to be in agreement with all known results). The reasoning is based on the two following assumptions :
a) If one considers a blob of size Da, its adsorption energy is, by definition,
kT. Another contribution to the energy within this blob is the self repulsion Frep due to
contacts of different parts of the membrane. At thermodynamic equilibrium, this energy should also be of order kT, independently of the value of 8 and homogeneously distributed among the layers.
b) We assume that, in a varying concentration 0 (z ), Frep depends on a local way on the
function 0 (03A6(z) « 1 ) :
If 03A6 were a slowly varying y g function of z - Le. 1 aa: g :) 1 1 az 0 1 « 1- then q would q be equal q
to the semi-dilute value : q
=vd / ( vd - 2 ). However, in the proximal region z « D, the
above inequality is reversed, and thus, the semi-dilute value for q might not be appropriate.
It is easy to show, however, that the condition :
has only two solutions in q (depending on which bound, D or a, dominates the integral). The
second one however does not describe an equilibrium situation, since all the free energy is concentrated in the very first layers. So we must have :
For an impenetrable surface, one thus has :
In infinite dimension the mean field value v
=0 applies, leading to the equality of the
lower and upper bound to give cp = 1.
-
For collapsed surfaces, v = 2/d ; and the two bounds coincide again leading to 1 - lld.
In two dimensions, the two bounds are equal to 1/2 which is the expected result (the
transition is however for infinite surface coupling).
In three dimensions, taking v
=0. 8, we have : 0. 6 0.666..., which drastically
restricts the possible values of the crossover exponent. We shall see below that our RSRG result falls within those bounds, and is rather close to the upper one.
We also want to mention that analogous bounds can be found for polymers on Euclidean
and fractal lattices, which are in good agreement with all known results [5, 21].
3.3.3 Real space renormalisation calculation of 0. - The principle of the calculation is an
extension of the one used to compute v in section 2 : indeed one must take into account two
types of cells :
Bulk cells, for which the critical fugacity is equal to kb.
Surface cells, which involve three types of plaquettes (see Fig. 3) :
-
Surface plaquettes, the fugacity of which is equal to ks.
-
Vertical plaquettes, with fugacity k.
Bulk plaquettes with fugacity kb.
Fig. 3. - Cell renormalization with surface fugacities ks, kv.
This surface cell renormalises into a surface cell of half smaller dimensions, defining two
new surface and vertical fugacities ks and kv. As above, we consider successively two rules :
Rule N° 1. - We obtain the following mapping in the (ks, kv) plane :
This mapping generates the flow sketched in figure 4 and possesses three fixed points at finite
k’s :
-