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Proceedings. Mathematical, Physical, and Engineering Sciences logoLink to Proceedings. Mathematical, Physical, and Engineering Sciences
. 2016 Sep;472(2193):20160445. doi: 10.1098/rspa.2016.0445

Mathematical and numerical framework for metasurfaces using thin layers of periodically distributed plasmonic nanoparticles

Habib Ammari 1,, Matias Ruiz 2, Wei Wu 1, Sanghyeon Yu 1, Hai Zhang 3
PMCID: PMC5046988  PMID: 27713664

Abstract

In this paper, we derive an impedance boundary condition to approximate the optical scattering effect of an array of plasmonic nanoparticles mounted on a perfectly conducting plate. We show that at some resonant frequencies the impedance blows up, allowing for a significant reduction of the scattering from the plate. Using the spectral properties of a Neumann–Poincaré type operator, we investigate the dependency of the impedance with respect to changes in the nanoparticle geometry and configuration.

Keywords: plasmonic resonance, Neumann–Poincaré operator, array of nanoparticles, periodic Green function, metasurfaces

1. Introduction

Driven by the search for new materials with interesting and unique optical properties, the field of plasmonic nanoparticles has grown immensely in the last decade [1]. Recently, there have been several interesting mathematical works on plasmonic resonances for nanoparticles [29]. On the other hand, scattering of waves by periodic structures plays a central role in optics [10].

In this paper, we consider the scattering by a layer of periodic plasmonic nanoparticles mounted on a perfectly conducting sheet. We design the layer in order to control and transform waves. As the thickness of the layer, which is of the same order as the diameter of the individual nanoparticles, is negligible compared with the wavelength, it can be approximated by an impedance boundary condition. Our main result is to prove that at some resonant frequencies, which are fully characterized in terms of the periodicity, the shape and the material parameters of the nanoparticles, the thin layer has anomalous reflection properties and can be viewed as a metasurface. As the period of the array is much smaller than the wavelength, the resonant frequencies of the array of nanoparticles differ significantly from those of single nanoparticles. As shown in this paper, they are associated with eigenvalues of a periodic Neumann–Poincaré type operator. In contrast with quasi-static plasmonic resonances of single nanoparticles, they depend on the particle size. For simplicity, only one-dimensional arrays embedded in R2 are considered in this paper. The extension to the two-dimensional case is straightforward and the dependence of the plasmonic resonances on the parameters of the lattice is easy to derive.

The array of plasmonic nanoparticles can be used to efficiently reduce the scattering of the perfectly conducting sheet. We present numerical results to illustrate our main findings in this paper, which open a door for a mathematical and numerical framework for realizing full control of waves using metasurfaces [1113]. Our approach applies to any example of periodic distributions of resonators having resonances in the quasi-static regime. It provides a framework for explaining the observed extraordinary or meta-properties of such structures and for optimizing these properties. The results presented in this paper hold for arbitrary-shaped nanoparticles. Simulations with discs, ellipses and rings are shown. In this connection, we refer to recent works [1417]. It is also worth highlighting that, at optical frequencies, a perfectly conducting approximation breaks down and needs to be replaced by a proper material response. In this paper, the perfectly conducting boundary condition is used only for simplicity of the presentation. Similar effective boundary conditions can be obtained by using exactly the same approach presented here for penetrable half-space.

The paper is organized as follows. We first formulate the problem of approximating the effect of a thin layer with impedance boundary conditions and give useful results on the one-dimensional periodic Green function. Then we derive the effective impedance boundary conditions and give the shape derivative of the impedance parameter. In doing so, we analyse the spectral properties of the one-dimensional periodic Neumann–Poincaré operator defined by (4.4) and obtain an explicit formula for the equivalent boundary condition in terms of its eigenvalues and eigenvectors. Finally, we illustrate with a few numerical experiments the anomalous change in the equivalent impedance boundary condition due to the plasmonic resonances of the periodic array of nanoparticles. For simplicity, we only consider the scalar wave equation and use a two-dimensional set-up. The results of this paper can be readily generalized to higher dimensions as well as to the full Maxwell equations.

2. Setting of the problem

We use the Helmholtz equation to model the propagation of light. This approximation can be viewed as a special case of Maxwell’s equations, when the incident wave ui is transverse magnetic (TM) or transverse electric (TE) polarized.

Consider a particle occupying a bounded domain DR2 of class C1,α for some 0<α<1 and with size of order δ≪1. The particle is characterized by electric permittivity εc and magnetic permeability μc, both of which may depend on the frequency of the incident wave. Assume that αmεc>0,ℜeμc<0,αmμc>0 and define

km=ωεmμmandkc=ωεcμc,

where εm and μm are the permittivity and permeability of free space, respectively, and ω is the frequency. Throughout this paper, we assume that εm and μm are real and positive and km is of order 1.

We consider the configuration shown in figure 1, where a particle D is repeated periodically in the x1-axis with period δ, and is of a distance of order δ from the boundary x2=0 of the half-space R+2:={(x1,x2)R2,x2>0}. We denote by D this collection of periodically arranged particles and Ω:=R+2D¯.

Figure 1.

Figure 1.

Thin layer of nanoparticles in the half-space.

Let ui(x)=eikmdx be the incident wave. Here, d is the unit incidence direction. The scattering problem is modelled as follows:

1μDu+ω2εDu=0in R+2D,u+u=0on D,1μmuν|+1μcuν|=0on D,uuisatisfies an outgoing radiation condition at infinityandu=0on R+2={(x1,0),x1R},} 2.1

where

εD=εmχ(Ω)+εcχ(D),μD=εmχ(Ω)+εcχ(D)

and ∂/∂ν denotes the outward normal derivative on D.

Following the study of Abboud & Ammari [18], under the assumption that the wavelength of the incident wave is much larger than the size of the nanoparticle, a certain homogenization occurs, and we can construct zC such that the solution to

Δuapp+km2uapp=0in R+2,uapp+δzuappx2=0on R+2anduappuisatisfies outgoing radiation condition at infinity} 2.2

gives the leading-order approximation for u. We will refer to uapp+δz(∂uapp/∂x2)=0 as the equivalent impedance boundary condition for problem (2.1). A proof of existence and uniqueness of a solution to (2.2) follows immediately from Chandler-Wilde [19].

3. One-dimensional periodic Green function

Consider the function G:R2C satisfying

ΔG(x)=nZδ(x+(n,0)). 3.1

We call G the one-dimensional periodic Green function for R2.

Lemma 3.1 —

Let x=(x1,x2), then

G(x)=14πlog(sinh2(πx2)+sin2(πx1))

satisfies (3.1).

Proof. —

We have

ΔG(x)=nZδ(x+(n,0))=nZδ(x2)δ(x1+n)=nZδ(x2)ei2πnx1, 3.2

where we have used the Poisson summation formula nZδ(x1+n)=nZei2πnx1.

On the other hand, as G is periodic in x1 of period 1, we have

G(x)=nZβn(x2)ei2πnx1,

therefore

ΔG(x)=nZ(βn(x2)+(i2πn)2βn)ei2πnx1. 3.3

Comparing (3.2) and (3.3) yields

βn(x2)+(i2πn)2βn=δ(x2).

A solution to the previous equation can be found by using standard techniques for ordinary differential equations. We have

β0=12|x2|+c,βn=14π|n|e2π|n||x2|,n0,

where c is a constant. Subsequently,

G(x)=12|x2|+cnZ{0}14π|n|e2π|n||x2|ei2πnx1=12|x2|+cnN{0}12πne2πn|x2|cos(2πnx1)=14πlog(sinh2(πx2)+sin2(πx1)),

where we have used the summation identity (see, for instance, [20], pp. 813–814)

nN{0}12πne2πn|x2|cos(i2πnx1)=12|x2|log(2)2π14πlog(sinh2(πx2)+sin2(πx1)),

and defined c=log(2)/2π. ▪

Throughout, we denote by Hs(∂B) the usual Sobolev space of order s on ∂B and by Id the identity operator. Let us also denote G(x,y):=G(xy). In the following, we define the one-dimensional periodic single-layer potential and one-dimensional periodic Neumann–Poincaré operator, respectively, for a bounded domain B(12,12)×R, which we assume to be of class C1,α for some 0<α<1. Let

SB:H1/2(B)Hloc1(R2),H1/2(B)φSB,[φ](x)=BG(x,y)φ(y)dσ(y)

for xR2,xB, and let

KB:H1/2(B)H1/2(B)φKB,[φ](x)=BG(x,y)ν(x)φ(y)dσ(y)

for x∈∂B. As in [21], the periodic Neumann–Poincaré operator can be symmetrized. The following lemma holds.

Lemma 3.2 —

  • (i) For any φH−1/2(∂B), SB[φ] is harmonic in B and in (12,12)×RB¯.

  • (ii) The following trace formula holds: for any φH−1/2(∂B),
    (12Id+KB)[φ]=SB[φ]ν|.
  • (iii) The following Calderón identity holds: KBSB=SBKB, where KB is the L2-adjoint of KB.

  • (iv) The operator KB:H01/2(B)H01/2(B) is compact self-adjoint equipped with the following inner product:
    (u,v)H0=(u,SB[v])1/2,1/2 3.4
    with (⋅,⋅)−1/2,1/2 being the duality pairing between H−1/20(∂B) and H1/20(∂B), which makes H0 equivalent to H−1/20(∂B). Here, by E0 we denote the zero-mean subspace of E.
  • (v) Letj,φj), j=1,2,…, be the eigenvalue and normalized eigenfunction pair of KB in H0(B), then λj(12,12) and λj0 as j.

Proof. —

First, note that a Taylor expansion of sinh2(πx2)+sin2(πx1) yields

G(x)=log|x|2π+R(x),

where R is a smooth function such that

R(x)=14πlog(1+O(x22x12)).

We can decompose the operators SB and KB on H0(B) accordingly. We have

SB=SB+GBandKB=KB+FB,

where SB and KB are the single-layer potential and Neumann–Poincaré operator [22], respectively, and GB,FB are smoothing operators. Using this fact, the proof of lemma 3.2 follows the same arguments as those given in [22,23]. ▪

4. Boundary-layer corrector and effective impedance

In order to compute z, we introduce the following asymptotic expansion [18,24]:

u=u(0)+uBL(0)+δ(u(1)+uBL(1))+, 4.1

where the leading-order term u(0) is the solution to

Δu(0)+km2u(0)=0in R+2,u(0)=0on R+2,u(0)uisatisfies an outgoing radiation condition at infinity.

The boundary-layer correctors u(0)BL and u(1)BL have to be exponentially decaying in the x2-direction. Note that, according to [18,24], u(0)BL is introduced in order to correct (up to the first order in δ) the transmission condition on the boundary of the nanoparticles, which is not satisfied by the leading-order term u(0) in the asymptotic expansion of u, while u(1)BL is a higher-order correction term and does not contribute to the first-order equivalent boundary condition in (2.2).

We next construct the corrector u(0)BL. We first introduce a function α and a complex constant α such that they satisfy the rescaled problem

Δα=0in (R+2B¯)B,α|+α|=0on B,1μmαν|+1μcαν|=(1μc1μm)ν2on B,α=0on R+2andαα is exponentially decaying as x2+.} 4.2

Here, ν=(ν1,ν2) and B=D/δ is repeated periodically in the x1-axis with period 1 and B is the collection of these periodically arranged particles.

Then u(0)BL is defined by

uBL(0)(x):=δu(0)x2(x1,0)(α(xδ)α).

The corrector u(1) can be found to be the solution to

Δu(1)+km2u(1)=0in R+2,u(1)=αu(0)x2on R+2andu(1)satisfies an outgoing radiation condition at infinity.

By writing

uapp=u(0)+δu(1), 4.3

we arrive at (2.2) with z=α, up to a second-order term in δ. We summarize the above results in the following theorem.

Theorem 4.1 —

The solution uapp to (2.2) with z=α approximates pointwisely ( for x2>0) the exact solution u to (2.1) as δ0, up to a second-order term in δ.

In order to compute α, we derive an integral representation for the solution α to (4.2). We make use of the periodic Green function G defined by (3.1). Let

G+(x,y)=G((x1y1,x2y2))G((x1y1,x2y2)),

which is the periodic Green function in the upper half-space with Dirichlet boundary conditions, and define

SB+:H1/2(B)Hloc1(R2),H1/2(B)φSB,+[φ](x)=BG+(x,y)φ(y)dσ(y)

for xR+2,xB, and

(KB)+:H1/2(B)H1/2(B)andφ(KB,)+[φ](x)=BG+(x,y)ν(x)φ(y)dσ(y)} 4.4

for x∈∂B.

It can be easily proved that all the results of lemma 3.2 hold true for SB+ and (KB)+. Moreover, for any φH−1/2(∂B), we have

SB,+[φ](x)=0for xR+2.

Now, we can readily see that α can be represented as α=SB,+[φ], where φH−1/2(∂B) satisfies

1μmSB,+[φ]ν|+1μcSB,+[φ]ν|=(1μc1μm)ν2on B.

Using the jump formula from lemma 3.2, we arrive at

(λμId(KB)+)[φ]=ν2,

where

λμ=μc+μm2(μcμm).

Therefore, using item (v) in lemma 3.2 on the characterization of the spectrum of KB and the fact that the spectra of (KB)+ and KB are the same, we obtain that

α=SB,+(λμId(KB)+)1[ν2].

Lemma 4.2 —

Let x=(x1,x2). Then, for x2+, the following asymptotic expansion holds:

α=α+O(ex2),

with

α=By2(λμId(KB)+)1[ν2](y)dσ(y).

Proof. —

The result follows from an asymptotic analysis of G+(x,y). Indeed, suppose that x2+, we have

G+(x,y)=14πlog(sinh2(π(x2y2))+sin2(π(x1y1)))14πlog(sinh2(π(x2+y2))+sin2(π(x1y1)))=14πlog(sinh2(π(x2y2)))14πlog(sinh2(π(x2+y2)))+O(log(1+1sinh2(x2)))=12π(log(eπ(x2y2)eπ(x2+y2)2)log(eπ(x2+y2)eπ(x2y2)2))+O(log(1+ex22))=y2+O(ex2),

which yields the desired result. ▪

Finally, it is important to note that α depends on the geometry and size of the particle B.

As (KB)+:H0H0 is a compact self-adjoint operator, where H0 is defined as in lemma 3.2, we can write

α=By2(λμId(KB)+)1[ν2](y)dσ(y)=By2j=1(φj,ν2)H0φj(y)λμλjdσ(y)=j=1(φj,ν2)H0(φj,y2)1/2,1/2λμλj,

where λ12,… are the eigenvalues of (KB)+ and φ1,φ2,… is a corresponding orthonormal basis of eigenvectors.

On the other hand, by integrating by parts we get

(φj,y2)1/2,1/2=112λj(φj,ν2)H0.

This, together with the fact that αm λμ<0 (by the Drude model [2]), yields the following lemma.

Lemma 4.3 —

We have mα>0.

Finally, we give a formula for the shape derivative [25] of α. This formula can be used to optimize |α|, for a given frequency ω, in terms of the shape B of the nanoparticle. Let Bη be an η-perturbation of B, i.e. let hC1(B) and ∂Bη be given by

Bη={x+ηh(x)ν(x),xB}.

Following [26] (see also [23]), we can prove that

α(Bη)=α(B)+η(μmμc1)Bh[vν|wν|+μcμmvτ|wτ|]dσ,

where ∂/∂τ is the tangential derivative on ∂B, v and w periodic with respect to x1 of period 1 and satisfy

Δv=0in (R+2B¯)B,v|+v|=0on B,vν|+μmμcvν|=0on B,vx20as x2+,

and

Δw=0in (R+2B¯)B,μmμcw|+w|=0on B,wν|+wν|=0on B,wx20as x2+,

respectively. Therefore, the following lemma holds.

Lemma 4.4 —

The shape derivative dSα(B) of α is given by

dSα(B)=(μmμc1)[vν|wν|+μcμmvτ|wτ|].

If we aim to maximize the functional J:=12|α|2 over B, then it can be easily seen that J is Fréchet differentiable and its Fréchet derivative is given by edSα(B)α(B)¯. As in [27], in order to include cases where topology changes and multiple components are allowed, a level-set version of the optimization procedure described below can be developed.

5. Numerical illustrations

(a). Set-up and methods

We use the Drude model [2] to model the electromagnetic properties of the materials in our problem. We use water for the half-space and gold for the metallic nanoparticles. We recall that, from the Drude model, the properties of the materials depend on the frequency of the incoming wave or, equivalently, on the wavelength. To compute |α| and the integral (geometry dependent) operators involved in its expression, we make a simple uniform discretization with 200 points of the corresponding geometric figures and use a standard quadrature midpoint rule.

Figure 2 shows |α| as a function of the wavelength for discs of different sizes, all centred at (0,0.5).

Figure 2.

Figure 2.

|α| as a function of the wavelength for discs of different radii, ranging from 0.1 to 0.4. (Online version in colour.)

Figure 3 shows |α| as a function of the wavelength for two discs of the same fixed radius equal to 0.2 but centred at two different distances from x2=0.

Figure 3.

Figure 3.

|α| as a function of the wavelength for a disc centred, respectively, at distance 0.25 and 0.45 from x2=0. (Online version in colour.)

In figures 4 and 5, we plot |α| as a function of the wavelength for a disc and a group of three well-separated discs. We can see that a disc can be excited roughly at one single frequency, whereas three discs can be excited at different frequencies but with lower values of |α|.

Figure 4.

Figure 4.

Well-localized resonance for a disc. (Online version in colour.)

Figure 5.

Figure 5.

Delocalized resonances for three well-separated discs. (Online version in colour.)

The previous results consist only of nanodiscs. Here we give a few other examples to confirm how general are the conclusions obtained. Figure 6 shows the blow-up of |α| for an ellipse. In figure 7, we consider a triangle with rounded corners. In figure 8, values of |α| are computed for a circular ring.

Figure 6.

Figure 6.

Well-localized resonance for an ellipse. (Online version in colour.)

Figure 7.

Figure 7.

Delocalized resonances for a triangle with rounded corners. (Online version in colour.)

Figure 8.

Figure 8.

Wide resonance for a ring. (Online version in colour.)

(b). Results and discussion

An important conclusion is that the spectrum of the periodic Neumann–Poincaré operator defined by (4.4) varies with the position and size of the particles. Our results hold for arbitrary-shaped nanoparticles. The resonances of the effective impedance α depend not only on the geometry of the particle B but also on its size and position. One can see (figures 2 and 3) a change in the magnitude and a shift of the resonances. The plasmonics resonances shift to smaller wavelengths and the magnitude of the peak value increases with increasing volume. We remark that this is not particular to the examples considered here. In fact, this is the case for any particle. These two phenomena are due to the strong interaction between the particles and the ground that appears as their sizes increase while the period of the arrangement is fixed.

Note also that in our analysis we did not assume the particles to be simply connected. In fact, the theory is still valid for particles which have two or more components. This allows for more possibilities when choosing a particular geometry for the optimization of the effective impedance. For instance, one may want to design a geometry such that a single frequency is excited with a very pronounced peak or, on the other hand, to excite not only a specific frequency but rather a group of them.

6. Concluding remarks

In this paper, we have considered the scattering by an array of plasmonic nanoparticles mounted on a perfectly conducting plate and showed both analytically and numerically the significant change in the boundary condition induced by the nanoparticles at their periodic plasmonic frequencies. We have also proposed an optimization approach to maximize this change in terms of the shape of the nanoparticles. Implementation and testing of this approach will be reported elsewhere. Our results in this paper can be generalized in many directions. Different boundary conditions on the plate as well as curved plates can be considered. Our approach can be easily extended to two-dimensional arrays embedded in R3 and the lattice effect can be included. Full Maxwell’s equations to model the light propagation can be used. The observed extraordinary or meta-properties of periodic distributions of subwavelength resonators can be explained by the approach proposed in this paper.

Authors' contributions

The authors equally conceived the mathematical model, performed the mathematical analysis, interpreted the computational results and wrote the paper. All authors gave final approval for publication.

Competing interests

We have no competing interests.

Funding

This work was supported by the ERC Advanced Grant Project MULTIMOD–267184. H.Z. was supported by a start-up fund from HKUST.

References


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