Open Access Article
A. D. Chen
a,
M. C. Gandikota
ab and
A. Cacciuto
*a
aDepartment of Chemistry, Columbia University, 3000 Broadway, New York, NY 10027, USA. E-mail: ac2822@columbia.edu
bInternational Centre for Theoretical Sciences, Tata Institute of Fundamental Research, Bengaluru 560089, India
First published on 22nd December 2025
Ribbons are a subset of polymerized networks that occupy an intermediate space between polymers and surfaces. We perform extensive numerical simulations to understand how to interpolate the statistical properties of ribbons across the two limits by studying their behavior as a function of their widths and bending rigidities, taking into consideration both ideal and self-avoiding ribbons. We map out a two-dimensional phase diagram of the morphology of ideal ribbons, and uncover the onset of a crumpling transition for ribbons of sufficiently large width. We also discuss the onset width above which a ribbon behaves effectively as a surface. Finally, we suggest scaling laws and functional forms that properly link and interpolate the shape of self-avoiding polymers to that of self-avoiding surfaces.
While a polymer that lacks self-avoidance always crumples with a size exponent ν = 1/2 on length-scales much larger than its persistence length, lp = k0/kBT, (k0 is the polymer bending rigidity, T the temperature, and kB the Boltzmann factor), ideal polymerized crystalline membranes, more commonly referred to as phantom membranes, present a phase transition driven by their bending rigiditiy, κ. For small values of κ, the system is found in a crumpled state with a radius of gyrations that scales as
(ν = 0), but for moderate bending rigidities (κ ∼ 1kBT)3 the surface expands into an extended (flat) phase characterized by ν = 1.4 The stability of the flat phase is the result of the non-linear coupling between in-and out-of-plane thermal fluctuations which renormalizes the surface bending rigidity.5,6
Meticulous studies of polymers and crystalline membranes form the pillars of our understanding of polymerized networks. If we now consider an L × L surface, and recursively cut it in half along the same main axial direction, or take a polymer and begin to laterally stack (polymerize) more and more polymers of the same length L next to it, thus increasing the overall width, w, we obtain a ribbon which structurally interpolates a linear polymer, w = 1, to a polymerized surface, w = L. Ribbons have also been theoretically studied as developable systems whose persistence length, in the absence of thermal fluctuations, scales with their width as lp ∼ κw(kBT)−1.7,8 Recently, a sophisticated form for the persistence length of ideal ribbons that accounts for the renormalization of the elastic constants by the thermal fluctuations was put forward.9,10 Given the stark difference between the phase behavior of ideal polymers and surfaces, in that surfaces present a sharp phase transition at small bending rigidities while polymers do not, it is interesting to understand how this behavior interpolates between the two structures by using w as the tuning parameter. How do stiffness and geometry of the interpolating ribbons in thermal equilibrium depend on w? When can a ribbon be considered effectively equivalent to a surface, and how does that number relates to its overall dimensions, L and w, with N = L × w. Questions of how stiffness relates to deformations away from 2D structures present a fundamental—albeit not very well explored—problem in the theory of microscopic elasticity, with important implications in a variety of fields: from graphene nanoribbons (GNRs)11 and graphene kirigami—whose stiffness has been leveraged to construct stretchable electrodes, springs, and hinges12—to functional materials design, such as actuators designed from 2D skins.13
While a recent numerical work on this subject has focused on the role of topology by studying the phase behavior of longitudinally cleaved membrane within a flexible frame,14 connecting the behavior between a mat of polymers to that of a fully connected surface, a more closely related work focused exclusively on ideal ribbons within the context of elastic frames.10,15 Here, we also consider the behavior of self-avoiding (SA) ribbons in the absence of explicit bending forces. These SA systems better represent real physical surfaces that are not allowed to self-intersect. This is an important case to consider because, while SA polymers behave similarly to ideal polymers, albeit with a larger size exponent νF ≃ 3/5, extensive numerical simulations have shown that self-avoiding membranes exhibit a stable flat phase even in the absence of any explicit bending rigidity,4,5 perhaps suggesting a simpler continuous connection between SA polymers and SA surfaces regulated by w.
In this paper, we systematically study the equilibrium properties of ideal ribbons as a function of their width, with and without bending rigidity, and identify the onset of a crumpling transition in ideal ribbons driven by the flattening of its transversal deformations. By analyzing the normal–normal correlation function along the main long axis of the ribbon, we also identify the onset value of w beyond which an ideal ribbon behaves essentially as a surface. We study how these onsets depend on the overall length of the ribbon. Finally, we establish a simple functional form that interpolates the behavior of the radius of gyration from a fully flexible SA polymer to a fully flexible SA surface, and discuss the associated scaling law as a function of w and L.
. We consider ribbons with w ∈ [1, 120], L ∈ [25, 2·103], with overall N = L × w ∈ [32, 4.8·104].
In this triangulated network, the dynamics of the particles are determined by the Langevin equation,
![]() | (1) |
![]() | (2) |
The harmonic springs bonding the particles together, present in all systems, are enforced via the first term of eqn (2). Within that term, req is defined as the equilibrium bond distance between any pair of linked particles given by i and j (the actual distance of a particles pair is given by rij). For self-avoiding systems, req has a value of 1.73σ, while for ideal systems, it has a value of 1.60σ. While the value of the bond length is not that important for ideal surfaces, for self-avoiding surfaces it is important to select an appropriate bond length. On the one hand one should select a bond length such that no other bead can be inserted inside a triangle formed by three connected beads. This sets
as a the largest admissible equilibrium bond length. On the other hand a bond length that is too short can lead to a non-insignificant model-dependent effective bending rigidity.16
The strength of the particle bonds is determined by the spring constant K, which we set to 160kBT/σ2. Some of our simulations also include an explicitly defined dihedral bending energy, which is enforced via the second term in eqn (2). The strength of the bending term is determined by the bending rigidity κ. Unit vectors
l and
m represent the normals to any pair of adjacent triangles that comprise a dihedral. In the case of SA ribbons, where volume exclusion needs to be accounted for, the last term, the repulsive Weeks–Chandler–Andersen (WCA) potential,17 is also included. Here, we set ε = kBT. To numerically integrate the Langevin equation, we use the numerical package LAMMPS.18 In these simulations, we use σ, kBT, and τ = σ2D−1 as our unit length, energy, and time, respectively. Our simulation timestep lengths range from Δt = 0.01τ to 0.03τ.
that interpolates the two limiting behaviors, does a good job at capturing the overall trend of the data points. This function, for w → 1, simplifies to the ideal random-walk scaling Rg ∼ L1/2, and for w → L, it reduces to the scaling of a crumpled ideal membrane
. We notice that this functional form is a bit different than that obtained for ideal cleaved membranes in the absence of bending rigidity as discussed in our recent paper,14 and better fits the data for the ribbon at large values of w. It is also instructive to look at the size dependence of this behavior while keeping w constant. If fact, while in the strict limit of w = 1 we expect a simple size exponent of ν = 1/2 (with L), for an intermediate value of w it is not immediately clear what controls the scaling of the ribbon. Fig. 2 shows in a log–log plot the reference scaling of Rg with L for a ribbon of width w = 1 (a reference ideal polymer), and the same scaling for w = 20. Interestingly, for w = 20, the slope of the curve begins quite flat for small values of L, corresponding to the scaling behavior of a crumpled ideal surface, and eventually it recovers the polymer-like scaling in the limit of large L. Correspondingly, the inset of the same figure shows how the asphericity,19 defined as A ≡ 3/2(λ12 + λ22 + λ32)/(λ1 + λ2 + λ3)2 − 1/2, where λi's are the eigenvalues of the shape tensor so that Rg2 = λ1 + λ2 + λ3, is close to zero (as expected for an isotropic crumpled ideal membrane) for small values of L, and monotonically grows to near 0.35 for large values of L (A ≈ 0.396 for an ideal polymer in the L → ∞ limit20). Conversely, data at a fixed aspect ratio L/w indicate that Rg is rather insensitive to the value of L (data not shown), consistent with the expected dependence obtained by our fitting function
. Despite our best efforts we were unable to find a master curve that simultaneously accounts for the dependence on L and w.
![]() | ||
| Fig. 2 Radius of gyration Rg of an ideal ribbon in the absence of bending energy as a function of its length L, for width w = 1 (in red) and w = 20 (in black). The blue dashed line indicates the reference L1/2 power law. Inset: Asphericity A19 of the ribbon at a fixed w = 20 as a function of L. | ||
L (Rg ∼ L), respectively.4 To characterize the size of ribbons with different widths by equal longitudinal length, L, here we use the radius of gyration Rg of the central spine of the ribbon. This provides a consistent basis for comparing ribbons of different widths w.
To establish and identify the onset of this transition with w, we calculate the specific heat21 by measuring cbend = 〈Ebend2〉 − 〈Ebend〉2 where Ebend is the bending energy per particle; variations in stretching energy are negligible. For a given width w, we calculated cbend(κ) for different system sizes L (Fig. 4). For w = 2 (Fig. 4a), cbend smoothly and monotonically increases. For intermediate widths w (w = 7 and w = 8; Fig. 4b and c), we observe a peak in cbend(κ). The height of the peak in these curves has a weak but clear size dependence on L (Fig. 4c), indicative of the onset of a continuous phase transition, which is fully exposed for w = 10 (Fig. 4d). We set w* ≈ 10 as the onset width above which a phase transition begins to occur as the rigidity of an ideal ribbon is increased, because the specific heat for smaller values of w tends to saturate with L while for w = 10 we observe a more distinct and systematic increase. Furthermore, w = 10 is also accompanied by a significant discontinuity in the Rg versus κ plot, that is not as evident for smaller values of w.
![]() | ||
| Fig. 4 The specific heat of ideal ribbons cbend as a function of the bending rigidity κ for different lengths, L with widths (a) w = 2, (b) w = 7, (c) w = 8, and (d) w = 10. | ||
These results suggest that beyond w*, an ideal ribbon acquires one of the main characteristic features of a surface: a crumpling transition. Crucially, the onset w* value is rather independent of L. As shown in the inset of Fig. 3, where we computed Rg as a function of κ for a ribbon of length L = 1000 and w = 10, and the same jump in Rg is present at around the same value of κ ≃ 0.25. This result is quite important because it defines a clear departure from our previous data on ideal ribbons in the absence of bending rigidity for which the polymer limit was recovered upon increasing the L/w ratio. Clearly, this is no longer the case as soon as bending energy is introduced in the system.
A key difference between the transition observed in ribbons and that observed in surfaces, is that the transition in the latter case drives the surface from a crumpled phase directly into a flat extended state. This is not the case for ribbons. For small values of w, the shape of the ribbons beyond the transition is not a flat/extended conformation, but rather a smooth curled state, with sporadic sharp folds (kinks). This is quite evident from images of the simulation data, but also from the normal–normal correlation function along the backbone of the ribbon, which decays to zero at lengths smaller than L (data not shown).
Crucially, the transition appears to be governed by the lateral (transversal) correlation length. In the inset of Fig. 5, we plot C⊥(w) = 〈
1·
w〉, where
1 and
w correspond to the normals of the first and last triangles across the ribbon width, respectively, averaged along the ribbon backbone as a function of κ for w = 10. This result suggests that, for sufficiently wide ribbons, the transition occurs when lp ≥ w, i.e. when the ribbons become transversally flat.
![]() | (3) |
is the thermal length of the ribbon, the exponent η = 0.8 and
is the surface Young modulus (K is the bond strength). Using eqn (3) and imposing the condition lp = w we obtain κ* ∼ w−η/(1−η) ∼ w−4. Clearly, this simple expression cannot determine the onset transition point of the system, but suggests that the transition point κ* should decrease with the width of the ribbons w, and this is indeed what we observe. A systematic study of the behavior of a ribbons of a fixed length L = 50 for different widths allows us to generate a structural phase diagram connecting the behavior of polymers, ribbons and surfaces. The results are summarized in Fig. 6. The blue dotted line indicates the boundary below which the ribbon continuously increases in size with κ bypassing the crumpling transition. The black dashed line delineates the boundary between the crumpled and the extended phase. This rough boundary was obtained by running a number of simulations starting from a flat configuration and finding the value of κ for which a ribbon undergoes a sudden drop in Rg. Finally, the red dashed line serves to distinguish between transversally flat but smooth/flexible ribbons and longitudinally straight/rigid/flat ones. Because it can sometimes be quite difficult to visually distinguish between the flexible and flat ribbons, especially in cases of smaller w, given the continuous nature of this crossover, we obtain this boundary by computing the full longitudinal normal–normal correlation function along the mid long axis of the ribbon C‖(s) = 〈
(r)·
(r + s)〉, and asking that this function does not decay to zero for s < L.
We define the intersection between the dashed black and the dashed-red line as the value of w above which a ribbon goes directly from a crumpled to a flat state, and we take this point, w ≃ 25, as the onset value above which a ribbon is basically indistinguishable from a surface. The green dotted line establishes this boundary. This onset value is also consistent with the behavior of Rg versus κ for w = 25: beyond the critical point, Rg jumps directly to a large value that is largely insensitive to further increases in κ. In contrast, for smaller w, Rg increases gradually toward the same value.
We expect the value of this upper onset, wL, to be dependent on the length of the ribbon L. Indeed, the flattening of the ribbon should occur when lp ≥ L. Using the definition of lp given in eqn (3), and assuming a fairly constant critical bending rigidity κ* ≃ 0.22, we have that lp ≃ A0w1+η, where A0 ≃ 0.15 is a model dependent prefactor that we fix by imposing that lp(w = 25) = 50. We would therefore expect wL ≃ (L/A0)1/(1+η) = (L/A0)0.5
. This expectation is consistent with our numerical simulations for L = 100, L = 200, and L = 400, where we indeed find that just above the critical rigidity at κ = 0.24, the radius of gyration dependence on w becomes essentially constant when w > wL. Fig. 7 reports on how the radius of gyration of the backbone of the ribbon normalized by its length depends on the ratio w/wL, and indicates that for w/wL > 1, the ribbon is essentially flat.
Our results set two important boundaries w* ≃ 10 and wL ≃ (L/A0)0.5
in the phase behavior of ideal ribbons as one interpolates between polymers and surfaces, and provide firmer ground for some of the results suggested in ref. 15 and 24, where this crumpling transition was first observed in the context of elastic frames – ribbons of different widths here are generated by radially removing material from the core of a membrane, and w* = 12 was suggested as the onset value for the transition.
It is tempting to map the behavior of the radius of gyration of a SA ribbon of increasing width to that of a SA polymer with increasing bending energy, k0 (persistence length). We find that while for a polymer these curves, Rg vs. k0, for different polymer lengths can be collapsed into a single master curve when normalized by L25 (see inset of Fig. 8), the same collapse, now in terms of Rg vs. w, does not hold for ribbons (Fig. 8). Instead, we find that the unrescaled dependence between Rg and w can be well described by a simple hyperbolic tangent of the form f(w) = α
tanh(βw) + γ (see inset of Fig. 9). Furthermore, all the data can be made to collapse (apart for some finite size effects) when, rather than the bare width of the ribbon, we plot (see Fig. 9) the radius of gyration in terms of the ratio between its persistence length lp ∼ w1.8 as obtained for the ideal ribbons with a given bending energy as discussed in eqn (3), and the ribbon's length, L. Assuming lp = b0w1.8, we estimated the prefactor b0 by extracting lp from a fitting of the normal–normal correlation function of the ribbons for three different widths w = 4, 6 and 12, for which a clear exponential decay is observed. We then imposed the measured lp to be equal to b0w1.8 for each of those given w, and obtained consistently a value of b0 ≃ 0.19. The collapsed data can likewise be fit with the functional form f(x) = α
tanh(βxδ) + γ, where x = lp/L (see Fig. 9), and δ ≈ (1/1.8), thus implying a linear dependence of Rg with w for thin ribbons.
It should be pointed out that although an explicit bending energy term is not present in our system and self-avoidance, that is a non-local interaction, cannot be in general mapped into an explicit bending rigidity, as discussed in the methods section, it is known that a very small effective local rigidity can arise from the surfaces’ discretization and the exclude volume of self-avoiding beads at the nodes of the surface. This is because the normals to two adjacent triangles can be parallel but not fully antiparallel in a bead and spring model16 and this can lead to an effective rigidity of the order of 1kBT. It is therefore not unreasonable that the persistence length of a rigid ideal ribbon also holds for SA ribbons; after all in the limit for w → L, SA surfaces and rigid ideal membranes belong to the same universality,5,26 and this has been tested using bead-free models where self-avoidance was forbidden by explicitly checking triangle–triangle intersections.26,27
Overall, our numerical data suggest that for SA ribbons, it is possible to interpolate the radius of gyration of a polymer to that of a tethered surface, and, beyond the Sadowsky8 approximation, using the appropriate renormalized persistence length, one can rescale the all data into a single master curve for any ribbon's length L and width w.
, where A0 is a model dependent prefactor. We explore the finite size scaling of ideal ribbons in the absence of bending rigidity.
Finally, we study the behavior of SA ribbons where we interpolate their statistical properties from SA polymers to SA surfaces. Here, we find that the interpolating ribbon can be thought of as a polymer whose persistence length is not proportional to the bare width of the ribbon as expected for vary thin ribbons in the Sadowsky limit (see ref. 8, 28 and 29 and references therein), but with the persistence length proposed in ref. 9 and 23, which accounts for the renormalization of the elastic constants due to thermal fluctuations. Furthermore, we also find that for a fixed length the radius of gyration of a ribbon as a function of its width is very well described by a simple hyperbolic tangent functional form, which recovers the Sadowsky limit8 for small values of w. It is worth pointing out that the functional dependence of Rg for ideal and self-avoiding ribbons is quite different than that observed for a system of cleaved membranes,14 as a function of the spacing between the cuts (width of the ribbons). While the cleaved membrane system also connect the behavior of polymers (a number of them, connected within a flexible polymer frame, for large number of cuts) and that of a surface (no cuts), here, we observe a much sharped dependence of Rg on w for single unconstrained ribbons. This difference is even starker for self-avoiding surfaces. In fact, unlike SA ribbons, cleaved SA membranes present a non-monotonic behavior of their radius of gyration with the width of the slices. Although a one-to-one comparison between the two systems is not straightforward as the two systems have different degrees of freedom, for instance, apart from the frame connecting the polymers for small w, the number of particles in the cleaved membrane system also remains constant, it would be nevertheless interesting to see whether ideal cleaved membranes also exhibit a transition as a function of the bending rigidity below some threshold value of the number of cuts.
We hope that our result will stimulate more work in this direction.
| This journal is © The Royal Society of Chemistry 2026 |