Landau-de Gennes corrections to the Oseen-Frank theory of nematic liquid crystals
Giovanni Di Fratta, Jonathan Robbins, Valeriy Slastikov, Arghir, Zarnescu

TL;DR
This paper analyzes the Landau-de Gennes model for nematic liquid crystals, deriving corrections to the Oseen-Frank theory in the small elastic constant regime, and characterizes the resulting configurations including biaxiality.
Contribution
It introduces a refined $ ext{Γ}$-development approach to recover Landau-de Gennes corrections to the Oseen-Frank energy and explicitly characterizes minimizers at this order.
Findings
Landau-de Gennes corrections are explicitly characterized.
Emergence of biaxiality in minimizers is observed.
Distinction between optimal configurations based on topological degree.
Abstract
We study the asymptotic behavior of the minimisers of the Landau-de Gennes model for nematic liquid crystals in a two-dimensional domain in the regime of small elastic constant. At leading order in the elasticity constant, the minimum-energy configurations can be described by the simpler Oseen-Frank theory. Using a refined notion of -development we recover Landau-de Gennes corrections to the Oseen-Frank energy. We provide an explicit characterisation of minimizing -tensors at this order in terms of optimal Oseen-Frank directors and observe the emerging biaxiality. We apply our results to distinguish between optimal configurations in the class of conformal director fields of fixed topological degree saturating the lower bound for the Oseen-Frank energy.
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Landau-de Gennes corrections to the Oseen-Frank theory
of nematic liquid crystals
G. Di Fratta
Giovanni Di Fratta, Institute for Analysis
and Scientific Computing, TU Wien
Wiedner Hauptstraße 8-10
1040 Wien, Austria.
,
J.M. Robbins
Jonathan M. Robbins, School of Mathematics
University of Bristol
University Walk, Bristol
BS8 1TW, United Kingdom.
,
V. Slastikov
Valeriy Slastikov, School of Mathematics
University of Bristol
University Walk, Bristol
BS8 1TW, United Kingdom.
and
A. Zarnescu
Arghir Zarnescu, IKERBASQUE, Basque Foundation for Science, Maria Diaz de Haro 3, 48013, Bilbao, Bizkaia, Spain. BCAM, Basque Center for Applied Mathematics, Mazarredo 14, E48009 Bilbao, Bizkaia, Spain. “Simion Stoilow" Institute of the Romanian Academy, 21 Calea Griviţei, 010702 Bucharest, Romania.
Abstract.
We study the asymptotic behavior of the minimisers of the Landau-de Gennes model for nematic liquid crystals in a two-dimensional domain in the regime of small elastic constant. At leading order in the elasticity constant, the minimum-energy configurations can be described by the simpler Oseen-Frank theory. Using a refined notion of -development we recover Landau-de Gennes corrections to the Oseen-Frank energy. We provide an explicit characterisation of minimizing -tensors at this order in terms of optimal Oseen-Frank directors and observe the emerging biaxiality. We apply our results to distinguish between optimal configurations in the class of conformal director fields of fixed topological degree saturating the lower bound for the Oseen-Frank energy.
1. Introduction
Nematic liquid crystals are the simplest liquid crystalline phase as well as the most widely used in applications. Among the theoretical models for nematic liquid crystals, the most prevalent in the physics and mathematics literature are the Oseen-Frank [15] and Landau-de Gennes theories [12]. The Oseen-Frank theory is the simpler of the two, but fails to describe several characteristic features of nematic liquid crystals, including the isotropic-nematic phase transition, non-orientability of the director field, and the fine structure of defects. By incorporating additional degrees of freedom, the Landau-de Gennes theory accounts for these features, but is more difficult to solve and analyse.
The main focus of this paper is to establish a fine relation between the two theories, in the weak-elasticity regime and for two-dimensional domains. Employing a refined notion of -development we obtain an approximate expression for Landau-de Gennes minimisers in terms of Oseen-Frank minimisers accurate to energies through the first two orders in the elasticity constant. The results are applied to a family of boundary conditions of fixed topological degree which saturate a lower bound on the leading-order Oseen-Frank energy. For these boundary conditions, we provide explicit solutions in terms of the Green’s function for the Laplacian on the domain, and show that the degeneracy in the Oseen-Frank energy is lifted at the next order. Below we introduce both theories and discuss the mathematical status of their relationship together with the results of this paper.
1.1. Landau-de Gennes and Oseen-Frank theories of liquid crystals
In the Oseen-Frank theory, the liquid crystalline material is assumed to be in the nematic phase. Its configuration in a domain , or , is described by a unit-vector field , called the director field, which represents the mean orientation of the rod-like constituents of the material and characterises its optical properties. In the absence of external fields, the director field is taken to be a minimiser of the Oseen-Frank energy,
[TABLE]
subject to Dirichlet boundary conditions , where the ’s are material-dependent constants. For mathematical analysis, the one-constant approximation, , is often adopted, according to which the Oseen-Frank energy reduces to the Dirichlet energy, with harmonic maps as critical points.
One shortcoming of this description is that in certain domains, the director field is more appropriately represented by an -valued map, stemming from the fact that orientations and are physically indistinguishable. In simply-connected domains, a continuous -valued map can be lifted to a continuous -valued map, in which case we say that is orientable. However, in non-simply-connected domains, this may not hold, in which case we say that is non-orientable; see [3] for further discussion, where the notion of orientability is extended to .
Another difficulty is the description of defect patterns. These are singularities in the director field, which correspond physically to sharp changes in orientational ordering on a microscopic length scale. It is well known that boundary conditions can force the director field to have singularities. This occurs, for example, when is a three-dimensional domain with boundary homeomorphic to and the boundary map has nonzero degree. In this case, in spite of the singularity, the infimum Oseen-Frank energy is finite. The difficulty is more acute when the boundary data is non-orientable. In this case, the Oseen-Frank energy is necessarily infinite.
The Landau-de Gennes theory resolves these difficulties by introducing additional degrees of freedom. The liquid crystalline material is described by a tensor field taking values in the five-dimensional space of real symmetric traceless matrices, or -tensors, denoted
[TABLE]
where and denote the transpose and trace of respectively. The -tensor originates from a microscopic description; it represents the second (and lowest-order nontrivial) moments of a probability distribution on the space of single-particle orientations, , given that orientations and are equally likely [12].
The -tensor field is taken to be a minimiser of an energy comprised of elastic and bulk terms,
[TABLE]
where , the elastic constant, is a material parameter. For smooth and sufficiently regular boundary conditions, standard results from the calculus of variations imply that has a smooth minimiser; singularities are absent in the Landau-de Gennes theory. The bulk potential is required to be invariant under rotations , , and is usually taken to be of the form introduced by de Gennes, 111More general bulk potentials have been studied in the literature; see, e.g., [2, 14]. We expect the results presented here to apply more generally to bulk potentials with a unique minimiser (modulo rotations) which is nondegenerate and uniaxial.
[TABLE]
Here , , and , are material parameters, possibly temperature-dependent, with . From now on we will assume without loss of generality that the coefficients , and , are non-dimensional; see, for example, [16] and the appendix of [29] for suitable non-dimensionalisations. We will focus on the generic case but also discuss some aspects of the case .
In the class of spatially homogeneous -tensors the equilibrium configurations correspond to the minimisers of . For , the zero -tensor is a local minimiser, and becomes a global minimiser for sufficiently large. The zero -tensor corresponds to the isotropic, or orientationally disordered, phase. For , the minimisers of are, generically, a two-dimensional manifold within the larger class of uniaxial -tensors, i.e., -tensors with a doubly degenerate eigenvalue. By identifying , the normalised eigenvector orthogonal to the degenerate eigenspace, as the director, uniaxial -tensors correspond to the nematic phase as described within the Oseen-Frank theory. With regarded as temperature-dependent, the Landau-de Gennes theory is seen to encompass the observed isotropic-nematic phase transition.
The sign of the degenerate eigenvalue of a uniaxial -tensor coincides with the sign of , and distinguishes two qualitatively different phases. In terms of the probabilistic interpretation of the -tensor, a positive value of the degenerate eigenvalue corresponds to an ensemble of orientations predominantly orthogonal to the director ; this is the oblate uniaxial phase. A negative value corresponds to an ensemble of orientations predominantly parallel to ; this is the prolate uniaxial phase, which describes typical nematic liquid crystals. Since our focus is on the nematic phase, we take , and . The set of minimisers of , which we call the limit manifold, is given by
[TABLE]
where
[TABLE]
The limit manifold is homeomorphic to the real projective plane . In the non-generic case we have that the limit manifold is given by
[TABLE]
which is homeomorphic to .
The minimum of the bulk energy is given by
[TABLE]
It is convenient to replace by
[TABLE]
so that with if and only if .
1.2. State of the art
The Landau-de Gennes theory is usually applied to a system in which the elastic constant can be treated as a small parameter. This is the case when the size of the domain is much larger than a characteristic microscopic length scale (see, for example, [16] and the appendix of [29]). With such systems in mind, we write and rescale the energy (1.3) to obtain
[TABLE]
so that deviation from the limit manifold is penalised. We restrict to differentiable boundary conditions taking values in the limit manifold,
[TABLE]
indeed, boundary conditions violating this restriction induce a boundary layer of width . We say that the boundary conditions are orientable if
[TABLE]
It is in the small- regime that the relationship between the Landau-de Gennes and Oseen-Frank theories emerges. For orientable boundary conditions, if we formally take , the Landau-de Gennes energy (1.10) becomes
[TABLE]
Provided the domain is simply-connected, given , there exists such that . In this case, the limiting energy can be expressed in terms of the director field as
[TABLE]
which is, up to a multiplicative constant, the one-constant Oseen-Frank energy.
There has been much recent work in the mathematics literature analysing the relationship between the two theories in the limit . For three-dimensional domains with orientable boundary conditions, it was shown in [28] that global minimisers of converge to global minimisers of . Moreover, outside a finite set of point singularities of the one-constant Oseen-Frank director , the convergence holds in strong norms on compact sets. These results were extended in [8] to the case of non-orientable boundary conditions; the principal new features are (i) the Landau-de Gennes energy is logarithmically divergent in , (ii) the singular set contains one-dimensional curves as well as isolated points, and (iii) the limit map is described by an -valued harmonic map rather than an -valued harmonic map. Results for two-dimensional domains with more general boundary conditions and assumptions on the behaviour of the energy are given in [4, 7, 17].
Given the leading-order behaviour of the Landau-de Gennes minimisers away from singularities, one can pursue two distinct directions. The first concerns the behaviour of a minimiser near the singular set, where deviations from are no longer small. This amounts to analysing the profiles of point and line defects, an active area of research [4, 7, 8, 9, 11, 10, 13, 17, 19, 21, 22, 23, 24, 26].
The second concerns the structure of deviations away from the singular set. Formal asymptotics suggest that , where is . This question was addressed in [29] for three-dimensional domains with orientable boundary conditions. Subject to rather restrictive conditions on (which in particular exclude defects), it was shown that approaches a limiting map for any . Moreover, splits naturally into a sum , where takes values in the two-dimensional tangent space of at , and takes values in the three-dimensional orthogonal complement of . The transverse component is given by an explicit expression involving and its derivatives, while is shown to satisfy a linear inhomogeneous PDE.
1.3. Contributions of present work
Our results also pertain to corrections to away from the singular set, and complement those of [29]. Specifically, we consider simply-connected two-dimensional domains with orientable boundary conditions (1.12) for which the boundary director is planar, i.e., . By identifying the boundary with , we may regard a planar boundary director as a map from to itself, which therefore may be assigned an integer-valued degree, . We consider the case of nonzero degree. We use energy-based methods to derive an explicit formula for the transverse component of the first-order correction. While we obtain only bounds for the tangential component, and not the linear PDE that it satisfies, we are able to relax the restrictive assumptions on in [29]. Also, the -convergence argument is much simpler than the PDE analysis of [29], and has potential further application to dynamics in terms of a corrected Oseen-Frank energy for the gradient flow.
Most importantly, the variational analysis brings to light a physically significant difference between the energies associated with the transverse and tangential components of . The transverse component, which affects the bulk potential, contributes to the Landau-de Gennes energy at , while the tangential component, which affects only the elastic energy, contributes at higher order. This observation suggests that the transverse component assumes the same form for a wide class of -tensor models in which the Oseen-Frank theory provides the leading-order description. Insofar as the Landau-de Gennes model is necessarily approximate, this suggests that the transverse component of the -tensor, while small, is robust under perturbations; an additional contribution to the energy produces an correction to . The tangential component lacks this robustness; an perturbation typically produces an deviation in (cf. Remark 2.7).
The additional information contained in the transverse component is manifested through the resolution (cf. Remark 2.4)
[TABLE]
where , constitute an orthonormal basis for the plane perpendicular to the director , and . The -term preserves the eigenvalue degeneracy in , and can be regarded as a correction to . The - and -terms produce a qualitative change in the -tensor; they break the eigenvalue degeneracy and thereby introduce biaxiality. The difference between the two negative eigenvalues of can be regarded as a measure of biaxiality, and is given to leading order by , while the orientation of the associated eigenvectors in the plane orthogonal to is determined by . It has previously been established that a critical point of the Landau-de Gennes energy is either everywhere uniaxial or else almost everywhere biaxial [28, 27]. The results presented here make this statement quantitative.
Our principal application is to a special class of planar boundary conditions. A standard argument establishes the lower bound for the Dirichlet energy of an -valued harmonic map with degree- planar boundary conditions. The lower bound is achieved for a special family of boundary conditions, which are parameterised by arbitrarily located escape points where the director field is vertical, i.e., . The director field is conformal with sign-definite. Conformal director fields may be expressed explicitly in terms of the Green’s function for the Laplacian on . The associated textures are seen to be similar to the well-known Schlieren patterns observed in liquid crystal films (see Figure 1).
The degeneracy in the Oseen-Frank energy among these special boundary conditions is lifted by the first-order correction from the Landau-de Gennes energy. The expression for the first-order correction simplifies in the conformal case, and is proportional to the integral of . Regarded as a potential on , the first-order energy favours escape points moving to the boundary. This is illustrated in the case of the two-disk, for which closed-form expressions are obtained.
For the special case (as well as more general bulk potentials depending only on ), our results can be extended to non-orientable boundary conditions. In this case, the minimising set of is larger than ; it contains all -tensors with specified trace norm, and may be identified with . For finite , the Landau-de Gennes energy is equivalent to a Ginzburg-Landau functional on -valued maps, which in the limit becomes the Dirichlet energy for -valued maps. For both orientable and non-orientable planar boundary conditions, there is a unique minimising -valued harmonic map (in the orientable case, it is distinct from the -valued minimisers of (2.3)), and the first-order correction can be expressed in terms of it. The -convergence argument is simpler than in the case.
1.4. Outline
The remainder of the paper is organised as follows. In Section 2 we state and discuss our main results on the Landau-de Gennes corrections to the Oseen-Frank energy for the non-degenerate case . The proof of the -development result (cf. Theorem 2.1) is given in Section 3. In Section 4, we state and prove Theorem 4.1, which deals with the degenerate case and allows for non-orientable boundary conditions. Finally, in Section 5, we apply our results to distinguish between optimal configurations in the class of conformal director fields of fixed topological degree that saturate a lower bound on the Oseen-Frank energy.
2. Statement of main results
We are interested in studying the minimisers of the Landau-de Gennes energy in the physically relevant regime for the generic case . Throughout we assume that the domain is bounded and simply connected with -boundary. We consider orientable planar boundary conditions with director , so that ; results for non-orientable planar boundary conditions in the special case are presented in Section 4.
Identifying the space of unit vectors orthogonal to with , and likewise identifying the domain boundary with , we may regard as a map from to itself, which may be assigned an integer-valued degree. Given of nonvanishing degree, we denote by the class of admissible -tensor fields,
[TABLE]
We consider the minimisation problem (cf. (1.10))
[TABLE]
As a first step, we need to understand the behaviour of Problem (2.2) in the limit . Using methods of -convergence we obtain the following result, whose proof is standard and therefore omitted.
Proposition 2.1**.**
As , the following statements hold:
- (i)
For any family such that we have, possibly on a subsequence, weakly in for some , where is the limit manifold defined by (1.5). 2. (ii)
The family -converges to in the weak topology of , where
[TABLE] 3. (iii)
The minimisers of the problem (2.2) converge strongly in to the minimisers of the following harmonic map problem:
[TABLE]
with .
Remark 2.1*.*
In [31] (see also [25]), it is shown that Problem (2.4) has precisely two solutions,
[TABLE]
where on , and (resp ) in . The vector field is a smooth harmonic map with values in (see, for instance [18]) and solves the following minimisation problem:
[TABLE]
From now on, we set and , meaning that all the results we state hold for both and .
2.1. A refined formulation of asymptotic -expansion
The next step in understanding the link between the Landau-de Gennes and Oseen-Frank theories is the asymptotic expansion of the Landau-de Gennes energy . Using the approach of -expansion we can obtain a correction to the Oseen-Frank energy and quantify the difference between the two theories. Specifically, with minimising (2.6), we define the renormalised relative energy
[TABLE]
and proceed to investigate the behaviour of minimisers of in . Before stating our main result about , a few comments are in order.
The notion of -expansion was introduced by Anzellotti and Baldo in [1]. Their framework permits to derive selection criteria for minimisers when the leading order -limit manifests degeneracies in the energy landscape. However, our leading order -limit is not subject to this phenomenon as it admits just the two minimisers (2.5). This implies that the second-order -limit will be infinite at every point but . No matter which (reasonable) topology is considered, the energy will blow up on families that do not converge to . In order to gain finer details on the convergence behaviour of the minimising sequences, a slightly different approach must be used. We proceed as follows:
- •
First, we observe that fairly extended arguments, that are nevertheless straightforward given the existing literature (see, for instance, [5, 21, 28, 29]), allow to show that if is a family of minimisers of , there exists an such that
[TABLE]
and, possibly for a subsequence, strongly in with one of the two minimisers of problem (2.4).
- •
Next, we use (2.8) to deduce fine properties of the minimisers. We consider all possible families that behave in a similar way to minimising families (see Definition 2.1 for the precise formulation), and we provide a description of the limiting energy capable of distinguishing different sequences. Then, the second-order -limit follows as a particular instance of our analysis.
The previous considerations motivate the following terminology.
Definition 2.1*.*
We say that a family is almost-minimising whenever satisfies the uniform bound (2.8), and for some constant independent of .
2.2. Main result: the case .
Our main result provides detailed information about the expansion of the energy and is stated in the next Theorem 2.1. Before stating it we need to introduce some basic definitions, notation and terminology that will be used throughout.
The set of -tensors, , is a five-dimensional linear space, with inner product . The norm induced by the inner product is denoted by . It will be convenient to introduce the following orthonormal basis for :
[TABLE]
with standard basis of . A tensor is called biaxial if all its eigenvalues are distinct. We say that is uniaxial if it has a doubly degenerate eigenvalue . In this case, it can be represented uniquely as
[TABLE]
where is called the director and is the (unique) non-degenerate eigenvalue of . More specifically, is prolate uniaxial if and oblate uniaxial if . Finally, is isotropic if it has a triply degenerate eigenvalue, in which case . If the largest (necessarily positive) eigenvalue of is nondegenerate, it is called the principal eigenvalue, and the associated normalised eigenvector is called the principal eigenvector. The remaining two eigenvalues of (which may be degenerate) and the associated orthonormal eigenvectors are called the subprincipal eigenvalues and subprincipal eigenvectors.
We introduce a parameterised family of rotations in . For any , we define
[TABLE]
where, for every , the symbol denotes the antisymmetric matrix that maps to . It is easy to check that and that . Indeed, may be uniquely characterised as the rotation about an axis orthogonal to by an angle that maps into . Note that, when the axis of rotation is , and the angle of rotation is .
Remark 2.2*.*
Given a bounded domain , we note the following: for any , if and is bounded away from [math], then .
In what follows, to shorten notation, we set for any . Also, we set
[TABLE]
Here, , and the are the first three elements of the basis (2.9). Note that any has as eigenvector.
Theorem 2.1**.**
As , the following assertions hold:
- (i)
For any family such that we have, possibly on a subsequence, strongly in , where is one of the two minimisers of problem (2.4). 2. (ii)
If is almost-minimising then, possibly on a subsequence, in and there exists a family of principal eigenvectors of , denoted as , and a vector-valued function , such that
[TABLE]
and
[TABLE]
where is the field of rotation matrices given by (2.11). 3. (iii)
Let be an almost-minimising family such that in . For any family of principal eigenvectors satisfying (2.13), and any satisfying (2.14) we have
[TABLE]
Here, with , , and is defined by
[TABLE]
Also, for every there exists a recovery almost-minimising family satisfying (2.13), (2.14) for which . 4. (iv)
The unique minimiser of is given by . The corresponding minimum value of the energy is given by
[TABLE]
In particular, in the topology induced by (2.13) and (2.14), the family of energies -converges to , where
[TABLE]
Moreover, if in is a family of minimisers of with principal eigenvectors , then , and we have
[TABLE]
The proof of Theorem 2.1 is given in Section 3. Key components include a quadratic lower bound on the variation of the -valued Dirichlet energy at (Lemma 3.2) and a -tensor decomposition (Lemma 3.1) into a sum of two terms with a common eigenbasis, one taking values on the limit manifold, and the other taking values transverse to it. The fact that almost-minimisers have uniformly bounded finite -norm is used to bound from below (in fact, finite -norm would suffice).
Remark 2.3*.*
We note that in (2.20) does not vanish on the boundary, so that higher-order corrections to the minimiser contain a boundary layer.
Remark 2.4*.*
The expression for can be written as (cf. (1.15))
[TABLE]
where and (so that , and constitute an orthonormal frame), and
[TABLE]
The coefficients and describe biaxiality; the quantity is the square of the difference of the two subprincipal eigenvalues of the minimiser , to leading order in . The coefficient describes an correction to the principal eigenvalue of .
Remark 2.5*.*
The energy distinguishes between various almost-minimising families and gives a non-trivial energy landscape. The -limit provides a starting point for an asymptotic analysis of -tensor dynamics under gradient flow. The fact that depends only on indicates that the director dynamics is much slower than that of displacements transverse to the limit manifold. Specifically, for an initial condition with -displacements from the optimal director and -displacements from the limit manifold, the time scale for director dynamics is nevertheless longer.
Remark 2.6*.*
It is easy to generalise Theorem 2.1 to boundary conditions where (or . Moreover, if is strictly positive (or strictly negative) at some point then it is not necessary to assume that has nonzero degree (indeed, the degree might not be well defined in this case).
Remark 2.7*.*
An informal argument suggests that Theorem 2.1 may extend to more general -tensor energy densities of the form , where is any bulk potential minimised by prolate uniaxial -tensors of fixed norm, and represents an additional contribution to the energy. In order that the generalised model reduce to the (one-constant) Oseen-Frank description away from defects, we require that . Under suitable conditions on , we expect the transverse component to be unaffected by this additional contribution, and Theorem 2.1 still to hold but with a rate of convergence of possibly depending on . The key point is that should still be given by (2.20), with and the nonvanishing eigenvalues of the Hessian of at its minimum.
The argument may be illustrated by a finite-dimensional proxy for the Landau-de Gennes energy, in which the tensor field is replaced by just two quantities: , a proxy for the director displacement , where is the principal eigenvector of ; and , a proxy for the transverse component, . The proxy energy is given by
[TABLE]
where . The term corresponds to the elastic energy expanded about its minimum – hence the absence of a term linear in and the requirement that . The term corresponds to the bulk potential expanded about its minimum; the absence of terms in and reflects the rotational invariance of the bulk potential. To leading order in , the minimiser is given by
[TABLE]
Thus, the “transverse component” is independent of , while the “director displacement” is driven by , at least for .
3. -expansion: proof of Theorem 2.1
3.1. Proof of : equi-coercivity of the energy functionals (compactness)
Here we prove statement of Theorem 2.1. Consider a family such that for some constant . It is clear that
[TABLE]
In particular, is bounded for sufficiently small. Since , there exist a (not relabeled) subfamily , and a tensor field , such that
[TABLE]
From the above, and strongly in . By the lower semicontinuity of the norm and the bound (3.1) we obtain
[TABLE]
with . Therefore,
[TABLE]
Combining this information with (3.2) we conclude that strongly in . Eventually, by Remark 2.1, where is one of the two minimisers of problem (2.6).
3.2. Proof of (ii): parameterisation of almost-minimising families and convergence estimates
Here we prove statement (ii) of Theorem 2.1. In agreement with Remark 2.1, and to fix the ideas, we set and . Also, to shorten notation, we set for any , and for any vector , where are the first three elements of the basis (2.9).
We show that any almost-minimising family admits a parameterisation in terms of two families of vector fields:
- •
the family of principal normalised eigenvectors of ;
- •
the family of vector fields that characterises the displacement between and the limit manifold defined by (1.5).
The parameterisation facilitates the fine control of the energy difference ; contributions to from are controlled by the bulk potential, which takes its minimum on the limit manifold, while contributions from are controlled by the elastic energy, using Lemma 3.2 below. This separation is necessitated by the fact that, by rotational invariance, the second variation of the bulk potential on is only positive semidefinite, not positive definite. To linear order, variations in are tangent to and lie in the null space of , while variations in are normal to and lie in the subspace on which is positive definite.
Lemma 3.1**.**
Let be a bounded and simply-connected domain and . Suppose that is uniformly bounded in , and
[TABLE]
Then, for sufficiently small, the following hold:
- (i)
There exists a principal eigenvector of such that for any ,
[TABLE] 2. (ii)
There exists a vector-valued function such that
[TABLE]
Here, is the rotation given by (2.11). Moreover, we have, for any ,
[TABLE]
as well as, respectively, in and in .
Proof.
Since in with uniformly bounded in , by interpolation it is clear that in for every , as well as in .
(i) The tensor field has everywhere a principal eigenvalue equal to . It follows that for sufficiently small, has everywhere a principal eigenvalue with principal eigenvector uniquely determined up to a sign. The fact that is nondegenerate implies that the projector can be expressed as a smooth function of (see for instance [30]). Thereby, and in , as well as uniformly. In particular, for sufficiently small. We may then choose the sign of so that is everywhere positive. For this choice, and in , , as well as in .
(ii) Consider the quantity . As is an eigenvector of and of , it follows that is an eigenvector of . The unit vector is an eigenvector of if, and only if, is a linear combination of , and . Therefore with . Setting
[TABLE]
we establish (3.6). Next, we prove that . It is clear from the assumptions on that . Now, implies ; also, since is the principal eigenvector of , ; overall, .
Finally, since and approach and with respect to their -norms, as well as uniformly, it follows from (3.6) that in as well as uniformly. ∎
3.2.1. Strong minimality of -valued harmonic maps
we will require a lower bound on the Dirichlet energy of -valued maps sufficiently close to a minimising harmonic map. The following is based on results from [21], and is of independent interest; for completeness we give an account here. Let denote planar boundary conditions of nonzero degree, and let
[TABLE]
Lemma 3.2**.**
Let and suppose in , where we denote by a minimiser of the Dirichlet energy. There exists such that for all sufficiently small ,
[TABLE]
Proof.
We first note that as and in , one has
[TABLE]
Now, we consider the second-order variation of the unconstrained Dirichlet energy, namely, the functional defined by
[TABLE]
We will reason as in [25] to show that and then use an argument inspired by one in [21] to obtain the coercivity of this functional, which together with (3.10) will establish the result (3.9).
Since is a harmonic map, we have
[TABLE]
Also, due to Remark 2.1, without loss of generality, we may assume that in . This means that any can be written in the form for some ; just set . Then, using (3.12) and an integration by parts we get
[TABLE]
The last inequality shows in particular that
[TABLE]
Next, consider the following constrained minimisation problem:
[TABLE]
Standard arguments show that is achieved by some with . We claim that . Indeed, assume for contradiction that . Then, from (3.14), we get for some fixed , so that the constraint reads as
[TABLE]
On the other hand, the boundary data has nonzero degree, and therefore for any , there exists a sequence in such that and . Hence, from (3.16), for every . Taking this into account as well as the fact that in , we must have for some positive . But then, the condition implies that in , and this cannot happen because, otherwise, since is continuous, we would contradict the assumption that has nonzero degree. Thus, we obtain
[TABLE]
with , provided satisfies the inequality constraint . This implies that
[TABLE]
where (we recall that is smooth), and thereby
[TABLE]
Substituting the preceding into (3.11), we get that
[TABLE]
The claimed relation (3.9) follows on setting, , , and noting that the inequality constraint is satisfied for all sufficiently small . ∎
3.2.2. Convergence estimates
The expression (2.7) of the energy reads, in extended form, as
[TABLE]
We consider separately the difference in the Dirichlet and bulk potential energies of and . We first focus on the bulk energy and derive an equivalent expression of the bulk potential in terms of a suitable quadratic form. Precisely, let be an almost-minimising family. According to Lemma 3.1, there exist , , such that
[TABLE]
Hence, , with . From the rotational invariance of it follows that . A straightforward calculation yields
[TABLE]
where , with given by (2.15), and
[TABLE]
We note that and are the coefficients of the second variation of about its minimum due to biaxial and uniaxial perturbations respectively. Moreover, from Lemma 3.1, it follows that uniformly. Since is positive definite, it follows that is positive definite for sufficiently small .
Next, we plug the representation of given by (3.22) into the Dirichlet part of (cf. (3.21)), and we expand the energy. In doing this, we note that is in because and coincide on . After a simple calculation we obtain the identity
[TABLE]
Next, recalling that is symmetric, we get
[TABLE]
the last equality being a consequence of the fact that is an eigenvector of , and of the constraint . Eventually, introducing the vector-valued function defined by
[TABLE]
we get . Overall, the energy can be decomposed in the form
[TABLE]
with
[TABLE]
Combining the above representation (3.31) with Lemma 3.2, we obtain
[TABLE]
for some independent of . Next, Lemma 3.1, assures that is bounded independently of and, therefore, the bound implies that , that is, (2.13). On the other hand, Lemma 3.1 also assures that is bounded independently of , so there exists such that
[TABLE]
This, used in (3.22), implies (2.14). This concludes the proof of part (ii) of Theorem 2.1.
3.3. Proof of (iii): lower bound and the existence of recovery sequences
We note that (3.33) holds for any almost-minimising family having for principal eigenvectors. After that, taking into account that is positive definite, by standard lower semicontinuity arguments we get
[TABLE]
where and are given by (2.15).
To proceed, we observe that since is a Lipschitz domain, it admits a family of Hopf cutoff functions [20], i.e., compactly supported smooth functions such that, for any sufficiently small , we have: if , strongly in , and for some positive constant independent of . Then we define, for any ,
[TABLE]
where , is such that in , and . The convergence relations (2.13), (2.14) are trivially satisfied because for any the director is the principal eigenvector of . In particular, a direct computation yields
[TABLE]
Denoting by the tubular neighbourhood of of radius , we obtain for sufficiently small, the existence of a positive constant depending only on such that
[TABLE]
Combining the previous estimate with (3.38), and recalling the definition of and , we infer that
[TABLE]
This establishes (iii) of Theorem 2.1.
3.4. Proof of statement (iv): - convergence and convergence estimates for the minimisers
The -convergence of to , with , is clear from the lower bound (3.36) and the upper bound (3.40). It remains to prove the convergence estimates for the minimisers. Let be a family of minimisers of . According to Lemma 3.1, may be expressed in terms of its principal eigenvector, , and the vector-valued function . Precisely, we have
[TABLE]
with in . Since is bounded, it follows from the same argument that led to (3.35), that, perhaps up to a subsequence, converges weakly in to some . In particular, we have
[TABLE]
where . Since is positive definite, by the lower semicontinuity of the norms and (3.31), we have that
[TABLE]
with , and given by (2.16). Also, by (iii), there exists an almost-minimising recovery family such that . Since , it follows that because
[TABLE]
From (3.31) and the preceding, we deduce that
[TABLE]
On the other hand, since , we have
[TABLE]
with defined as in (3.29), (3.30). Since strongly in , it follows that strongly in . Hence,
[TABLE]
Summarizing, from the previous inequality and (3.46), we infer that
[TABLE]
As each term on the right-hand side is nonnegative, they separately vanish in the limit . In particular, and, by Lemma 3.2, in . This establishes the convergence estimates (2.19) and (2.20), and completes the proof of Theorem 2.1.
4. The case and non-orientable boundary conditions.
Generally speaking, for non-orientable boundary conditions on a two-dimensional domain, the Landau-de Gennes energy of a minimising sequence diverges logarithmically as (cf. [8]), and an analysis different from the one developed in this paper is required to describe the small- behaviour. However, in the special case in the Landau-de Gennes bulk potential, results similar to those of Section 2 can be established. The key point is that corresponds to a degeneracy in the bulk potential, which reduces to a function of only,
[TABLE]
with four-dimensional limit manifold
[TABLE]
homeomorphic to , as opposed to in the generic case.
In addition to taking boundary conditions to lie in the degenerate limit manifold , we restrict them to be planar prolate uniaxial, in analogy with the case. This allows for a convenient generalisation of degree to non-orientable boundary conditions, as follows. Let denote the set of planar prolate uniaxial -tensors in , and denote the set of planar directors. The parameterisation is a double covering of by (since and parameterise the same -tensor). Since is homeomorphic to , it follows that is homeomorphic to the real projective line , which is also homeomorphic to via the map
[TABLE]
Thus, boundary conditions may be assigned an integer degree, . If is even, say equal to , there exists a planar director such that ; in this case, is orientable. In the non-orientable case, is odd; any which parameterises necessarily has a discontinuity in sign, so that . In this case, one says that has half-integer degree .
Throughout this section we assume that is a bounded, simply-connected domain with boundary. The following result can be shown in a manner similar to that of Proposition 2.1.
Theorem 4.1**.**
Let and let . Then, as , the following statements hold:
- (i)
Let . For any family such that we have, possibly on a subfamily, weakly in for some . 2. (ii)
The family of energies -converges to in the weak topology of , where
[TABLE]
with the limit manifold defined by (4.2). 3. (iii)
The minimisers of the problem (2.2) converge strongly in to the minimisers of the following harmonic map problem
[TABLE]
Remark 4.1*.*
Note that a planar uniaxial -tensor has the following expression in terms of the orthonormal basis (2.9):
[TABLE]
where , . Thus, and vanish, while is fixed and negative. It follows that every element admits a representation of the form , for some vector field . After that, standard arguments based on the maximum principle show the existence of a unique minimiser of problem (4.5); it can be expressed as
[TABLE]
where solves the following minimisation problem:
[TABLE]
In particular, is an -valued harmonic map, i.e., . We note that is biaxial unless one of the following conditions holds: i) , in which case is planar uniaxial; ii) , in which case is oblate uniaxial with director ; or iii) , in which case is prolate uniaxial with director . In fact, the maximum principle implies that , so that the last possibility is excluded.
We need to go to the next-order term in the -asymptotic expansion of the energy and define the renormalised relative energy as in (2.7),
[TABLE]
where is the unique minimiser of the problem (4.5); in particular, is a harmonic map. Information about the expansion of the energy is given by the following result.
Theorem 4.2**.**
Let be a minimiser of over as in the problem (4.5). The following assertions hold:
- (i)
Let . For any family such that , there exist , pointwise orthogonal to , and , for which, possibly on a subsequence,
[TABLE] 2. (ii)
For any such that (4.10),(4.11), and (4.12) hold, we have
[TABLE]
with
[TABLE]
Also, for any pointwise orthogonal to , and any , there exists a recovery family such that (4.10), (4.11), (4.12) hold, and
[TABLE] 3. (iii)
The family of energies -converges to in , where
[TABLE]
Moreover if is a family of minimisers of on then
[TABLE]
Proof.
(i) If satisfies , by the same argument used in the proof of the Theorem 2.1, we get that necessarily strongly in . After that, let be such that in . We set , so that with . Plugging the expression of into the energy , and taking into account that is a harmonic map, we obtain
[TABLE]
and, after some further computation,
[TABLE]
Using the decomposition trick (cf. Lemma A.1. in [23]) we claim that, for some , the following estimate holds:
[TABLE]
Indeed, we know that solves and, by the maximum principle, in because . Thus, we can represent any second-order perturbation in the form with . Arguing as in the proof of Lemma 3.2, we deduce the existence of a positive constant such that
[TABLE]
This, for , immediately implies the desired result (4.22).
Since , by (4.21) and (4.22), we obtain and . Thereby, the existence of , such that weakly in , and weakly in . Therefore, also .
(ii) The lower bound (4.13) follows from (4.21) and the lower semicontinuity of the norms under weak convergence. Now, for any pointwise orthogonal to , and any , we want to construct a recovery family such that (4.10), (4.11), (4.12) hold, and . To this end we recall the construction for the case and define with , in , and defined as in section 3.3. For any such that we set, as a recovery family,
[TABLE]
Plugging this expression into (4.20) we infer
[TABLE]
Finally, taking the limit as we conclude.
(iii) It is clear that if we can take to recover . It is also clear that if is a family of minimisers of ,then holds. Minimising (4.16) with respect to and , we obtain and . Moreover the minimal energy is
[TABLE]
In order to obtain (4.17) and (4.18), we combine (4.20) with the results stated in (ii). ∎
5. Applications to conformal director fields
Our previous results provide refined information on minimisers of the Landau-de Gennes energy for any fixed planar boundary conditions of nonzero degree. In this section we apply Theorem 2.1 and Theorem 4.2 to two families of planar boundary conditions of independent interest. In particular, we consider a class of boundary data for which , the leading-order Landau-de Gennes minimiser, is, up to a normalisation factor, an -valued harmonic map. In both cases ( and ), is related to a conformal (and therefore harmonic) -valued map. However, the relationship is different in the two cases. In the case , is given by , where is a conformal director field. In the case , is given up to normalisation by , where is conformal. These conformal families are parameterised by the positions of interior escape points, where or is vertical, i.e., parallel to .
The above class of boundary conditions is interesting for several reasons. First, the leading-order Oseen-Frank energy saturates a topological lower bound, and is the same for all boundary conditions within the family. Therefore it is impossible to distinguish between minimal -tensor configurations generated by these boundary conditions using only the leading-order approximation. The first-order correction breaks this degeneracy, and provides a mechanism to describe how the Landau-de Gennes energy depends on the position of escape points (defined by the boundary conditions) for -tensor fields that are harmonic at leading order. Also, rather explicit results are available for both the leading- and next-order Landau-de Gennes minimiser in terms of the Green’s function of the Laplacian on . Interestingly, for these special boundary conditions, the biaxial component of the next-order correction vanishes; biaxiality appears only at order higher than . Results for the case are stated in Section 5.1, and proofs are given in Section 5.2. Results for the case are stated in Section 5.3.
5.1. Harmonic -tensors and conformal director fields – main results
We begin by establishing a connection between harmonic uniaxial -tensors and conformal director fields.
Definition 5.1*.*
A director field is conformal if
[TABLE]
with or in .
If is equipped with the Euclidean metric and equipped with its standard Riemannian metric, then (5.1) is equivalent to the usual definition of conformal maps as isometries up to a scale factor; the sign determines whether is orientation-preserving or reversing .
Proposition 5.1**.**
If is conformal, then is an -valued harmonic map.
The proof involves showing that conformal implies that is a weakly harmonic map. One then appeals to a result of Heléin [18] that weakly harmonic maps over two-dimensional domains are real analytic.
A director field may be identified with a complex-valued function on via stereographic projection between and the extended complex plane , as follows:
[TABLE]
Then being conformal is equivalent to being either meromorphic or antimeromorphic .
We identify with the space of -tensors of unit norm.
Definition 5.2*.*
A -tensor field is a (weakly) -valued harmonic map if
[TABLE]
As with director fields, if is a weakly harmonic map, it is real analytic [18].
Proposition 5.2**.**
Let and define by
[TABLE]
Then is an -valued harmonic map if and only if is conformal.
The proof is given in Section 5.2. Below, in a slight abuse of terminology we will say
Definition 5.3*.*
A -tensor field is harmonic if is everywhere constant and is an -valued harmonic map.
Next, we use the connection between harmonic uniaxial -tensors and conformal director fields to determine the planar boundary conditions of given degree that minimise the leading-order Landau-de Gennes energy. Given , let denote the solution of the Laplace equation
[TABLE]
Thus, is the Green’s function for the Laplacian on with Dirichlet boundary conditions.
In what follows, it will be convenient to regard as a subset of rather than ; expressions such as for should be understood in this context. Since is simply connected, has a harmonic conjugate, which is determined up to an additive constant. Let denote a harmonic conjugate of . Then is holomorphic on . Let and denote an -tuple of points in , not necessarily distinct. We define
[TABLE]
for some .
Theorem 5.1**.**
Let be a planar boundary director field of degree , and let . The following assertions hold:
- (i)
For with , we have that
[TABLE]
with equality if, and only if, with conformal and sign-definite i.e., is either strictly positive or strictly negative. 2. (ii)
*The director field is conformal with sign-definite if, and only if, its stereographic projection (5.2) is given by or by for some *the two alternatives for are related by reflection in . The planar boundary conditions satisfied by are given by
[TABLE]
*The points are precisely the escape points where *(*if has stereographic projection ) or *(if has stereographic projection ).
Thus, amongst degree- planar boundary conditions, the leading-order Landau-de Gennes energy achieves its minimum, namely , for the -dimensional family , and is independent of the positions of the escape points. The proof of Theorem 5.1 is given in Section 5.2.
Given , let denote a minimiser of the Landau-de Gennes energy subject to boundary conditions (1.12) with boundary director given by (5.8). From Proposition 2.1 and Theorem 5.1, we have that as . From Theorems 2.1 and 5.1, we have that
[TABLE]
The above energy expression provides a tool to distinguish between various conformal configurations using locations of escape points. Let us examine how the first-order energy, , depends on . Since the -norm of is fixed (its square is equal to ), it follows that decreases as becomes more concentrated. Concentration occurs as the escape points move towards the boundary, since at escape points while at the boundary.
One can show that as the distance goes to zero, diverges as . This is compatible with Theorem 2.1, which concerns the behaviour of the energy as for fixed boundary conditions. To analyse the energy for simultaneously, one would need to go to higher order in the -expansion and include a boundary-layer analysis.
In the case of the two-disk , and are given by
[TABLE]
In this case, if , i.e., if the escape points coincide at the origin, then the conformal boundary condition is -radial [22, 26], and
[TABLE]
where is the polar angle coordinate on and is a constant.
Remark 5.1*.*
Let denote a Landau-de Gennes minimiser with conformal leading-order Oseen-Frank director . It follows from (2.21)-(2.24) and Definition 5.1 that is proportional to to leading order; that is, the induced biaxiality in does not appear at but at higher order.
Let us indicate a generalisation of Theorem 5.1. The space of director fields satisfying planar boundary conditions can be partitioned into homotopy classes labeled by a pair of integers. For differentiable, and correspond respectively to a signed count of the preimages of regular values of in the northern and southern hemispheres of , with the sign given by the sign of the determinant of the Jacobian at the preimage. The director field with stereographic projection belongs to the class for and to for . Its reflection in , which has stereographic projection , belongs to the class for and to for . For a general class , the degree of the planar boundary conditions is given by . It is straightforward to show (for -boundary conditions) that for in the class , the one-constant Oseen-Frank energy is bounded below by - this generalises the first assertion in Theorem 5.1.
The second assertion may be generalised as follows: For and non-negative, conformal directors in the homotopy class that saturate the lower bound are given by
[TABLE]
where and are respectively - and -tuples of points in . The ’s are the points where , and the ’s are the points where . For (resp. ) negative, the first (resp. second) product in (5.12) is replaced by its complex conjugate. These are local minimizers of the Dirichlet energy with respect to their boundary conditions (they are global minimisers for or ). Director fields corresponding to (5.6) and (5.12) are shown in Figure 1.
5.2. Applications to conformal director fields: proofs
Proof of Proposition 5.1.
Note that conformal implies that and . Therefore, for , we have that
[TABLE]
We note that , so that
[TABLE]
[TABLE]
The fact that is conformal implies that , from which it follows that is a weakly harmonic map, i.e., . From the regularity result of Hélein [18], it follows that is real analytic. ∎
Proof of Proposition 5.2.
First, suppose that is conformal. From Proposition 5.1, we have that is a real analytic -valued harmonic map. Let
[TABLE]
Using the harmonic map equation for , we have that
[TABLE]
Also, conformal implies that and . Therefore, if , then the three unit-vectors , and constitute an orthonormal frame. It follows that
[TABLE]
Substituting (5.19) into (5.18), we get that
[TABLE]
as . Thus, is an -valued harmonic map.
Next, let be given by (5.16) with , and suppose is an -valued harmonic map. Then is real analytic [18], which implies that is real analytic. From the harmonic map equation for , we get that
[TABLE]
Applying both sides of the preceding equation to and using the identities , and , which follow from , we get that is a harmonic map, i.e., . Substitution of this relation into (5.21) yields
[TABLE]
Applying both sides of the preceding equation to and yields the pair of vector equations
[TABLE]
where , , and . The solvability conditions are , which are equivalent to the condition (5.1) for to be conformal. ∎
Proof of Theorem 5.1.
(i) Without loss of generality we may assume that , since otherwise . Since is simply connected, it follows that for some . Since we are seeking to establish a lower bound for the energy, we can assume without loss of generality that is global minimiser of . From Remark 2.1, it follows that is a minimising -valued harmonic map, and without loss of generality we may assume that . The classical regularity result of Hélein [18] on two-dimensional harmonic maps implies that is smooth up to the boundary. The following bound is standard (see, for instance, [6]):
[TABLE]
where denotes the oriented area . For completeness, we provide an argument. Let us introduce spherical polar coordinates for ,
[TABLE]
and similarly for the -boundary conditions, . We may express the oriented area in terms of spherical polar coordinates as
[TABLE]
Let
[TABLE]
Since is smooth, is smooth; this is in spite of the fact that may have singularities where or , since vanishes if while is excluded by . Noting that , we apply the divergence theorem in (5.26) to obtain
[TABLE]
where denotes the unit normal on , denotes the tangential derivative of , and is the degree of , regarded as an -valued map on . This establishes the lower bound (5.7).
The first inequality in (5.24) is saturated if and only if , and the second inequality is saturated if and only if and are orthogonal. As is orthogonal to both and , these two conditions are equivalent to the condition
[TABLE]
The last inequality in (5.24) is saturated if and only if is constant, i.e., with regard to Definition 5.1 if and only is conformal.
(ii) We are given that is a conformal minimising -valued harmonic map with degree- planar -boundary conditions . We will obtain an explicit formula for in terms of its escape points, i.e., points where is parallel to , and thereby determine the special form that must assume. For definiteness, we take positive and (cf. Remark 2.1) , which together imply that in (5.29). The adjustments required for the alternative cases are explained at the end.
For , we denote by the solution of the Laplace equation (5.5), and we let denote a harmonic conjugate of . Then is holomorphic on . Let denote the stereographic projection of , as in (5.2). It is straightforward to verify that the conformal condition (5.29) is equivalent to the Cauchy-Riemann equations
[TABLE]
Also, implies that is bounded. Therefore, is complex holomorphic on . We have that . It follows that has precisely zeros in , counted with multiplicity. Let denote these zeros, and let
[TABLE]
Then is holomorphic and nonvanishing on . It follows that is holomorphic on , so that is harmonic, i.e., . Also, since on , it follows that vanishes on . But then must vanish identically, which implies that is constant, i.e., for some . Therefore,
[TABLE]
which is equivalent to (5.6) for and . The boundary condition (5.8) is obtained by setting and stereographic projection.
The transformation while leaving unchanged is achieved by ; we note that is antiholomorphic. The transformation while leaving unchanged is achieved by ; we note that is antimeromorphic with poles but no zeros. Finally, simultaneously changing the signs of and is achieved by . ∎
Remark 5.2*.*
The lower bound (5.7) can be established for general maps (thus bypassing the regularity result of Helein [18]) by performing the arguments in the proof for smooth maps and using the density of smooth maps into maps for domains (see Schoen and Uhlenbeck [32]).
5.3. The case
For , we have from Eq. (4.7) that the Landau-de Gennes minimiser is given to leading order by , where is (weakly) harmonic. In analogy with the case, we can obtain explicit results for a special family of planar boundary conditions for which is conformal. In this case, the escape points, which parameterise the family, are points where is oblate uniaxial (rather than prolate uniaxial) with director .
Theorem 5.2**.**
Let be a bounded, simply-connected domain with boundary, and let be a degree- uniaxial planar -tensor field on the boundary .
- (i)
For with , we have that
[TABLE]
with equality if and only if
[TABLE]
*and is conformal with . * 2. (ii)
The field is conformal with if and only its stereographic projection (5.2) is given by
[TABLE]
for , and by for . The corresponding boundary conditions are given by , where
[TABLE]
The proof is essentially the same as for Theorem 5.1, and hence is omitted. We note the two different ways in which an -valued harmonic map is associated with a -tensor field, namely quadratically via (2.10) for uniaxial -tensors when , and linearly via (4.7) when . The latter allows for the representation of non-orientable boundary conditions.
6. Acknowledgements
GDF acknowledges support from the Austrian Science Fund (FWF) through the special research program Taming complexity in partial differential systems (Grant SFB F65) and of the Vienna Science and Technology Fund (WWTF) through the research project Thermally controlled magnetization dynamics (Grant MA14-44). JR and VS acknowledge support from EPSRC grant EP/K02390X/1 and Leverhulme grant RPG-2014-226, and JR acknowledges support from a Lady Davis Visiting Professorship at the Hebrew University.
The work AZ is supported by the Basque Government through the BERC 2018-2021 program, by Spanish Ministry of Economy and Competitiveness MINECO through BCAM Severo Ochoa excellence accreditation SEV-2017-0718 and through the project MTM2017-82184-R, acronym “DESFLU”, funded by (AEI/FEDER, UE).
The authors would like to thank the Isaac Newton Institute for Mathematical Sciences for support and hospitality during the programme “The design of new materials programme" when work on this paper was undertaken.
This work was supported by: EPSRC grant numbers EP/K032208/1 and EP/R014604/1.
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