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Wave propagation in a strongly disordered 1D phononic lattice supporting rotational waves

A. Ngapasare    G. Theocharis    O. Richoux Laboratoire d’Acoustique de l’Université du Mans, UMR CNRS 6613 Av. O. Messiaen, F-72085 LE MANS Cedex 9, France    Ch. Skokos Department of Mathematics and Applied Mathematics, University of Cape Town, Rondebosch 7701, South Africa    V. Achilleos Laboratoire d’Acoustique de l’Université du Mans, UMR CNRS 6613 Av. O. Messiaen, F-72085 LE MANS Cedex 9, France
Abstract

We investigate the dynamical properties of a strongly disordered micropolar lattice made up of cubic block units. This phononic lattice model supports both transverse and rotational degrees of freedom hence its disordered variant posses an interesting problem as it can be used to model physically important systems like beam-like microstructures. Different kinds of single site excitations (momentum or displacement) on the two degrees of freedom are found to lead to different energy transport both superdiffusive and subdiffusive. We show that the energy spreading is facilitated both by the low frequency extended waves and a set of high frequency modes located at the edge of the upper branch of the periodic case for any initial condition. However, the second moment of the energy distribution strongly depends on the initial condition and it is slower than the underlying one dimensional harmonic lattice (with one degree of freedom). Finally, a limiting case of the micropolar lattice is studied where Anderson localization is found to persist and no energy spreading takes place.

I Introduction

Wave propagation in heterogeneous media has attracted tremendous research interest in recent years. Families of one-dimensional (11D) continuous and discrete models have been extensively studied in this context fpu ; disorder_14 ; izrailev ; disorder_15 focusing on the localization properties of both the normal modes of finite systems i.e., Anderson localization (AL) anderson , and on the wave propagation in infinite media. Although the theory of AL was initially formulated for electronic systems, it has been successfully extended and applied to many other systems. Interestingly, recent experimental results on AL (see e.g., Refs. billy ; roati ; schwartz ; lahini ; jk ) have opened new research frontiers and have revitalized the interest on studying AL both in quantum and classical systems.

In the context of linear disordered 11D lattices, among different systems, special attention has been given to the tight binding electron model, the linear Klein-Gordon (KG) lattice Ishii ; izrailev and the harmonic lattice Kundu ; Lepri . The interest in these models lies partly in the fact that they represent the linear limit of seminal nonlinear lattices such as the discrete nonlinear Schrödinger equation (DNLS), the quartic KG, and the Fermi-Pasta-Ulam-Tsingou (FPUT) lattices kevre ; fpu ; flach . Even more, these fundamental models have been adopted to describe a variety of physical systems and more recently, in the context of metamaterials, they have been extensively used as toy models for novel wave phenomena deymer2 ; flach .

A typical route to study the wave properties of these heterogenous lattices is to monitor the time evolution of initially compact wave-packets. For the tight binding and the linear KG models, the dynamics after the excitation of such an initial condition is characterized by an initial phase of spreading, followed by a phase of total confinement to its localization length/volume. The width of the wave-packet is of the order of the maximum localization length loc_len . On the other hand, for the harmonic lattice, along with the localized portion of the energy, there is always a propagating part due to the existence of extended modes at low frequencies. A quantitative description of wave propagation in disordered 11D systems of one degree of freedom (DOF) per lattice site was formulated in Refs. Ishii ; Kundu ; Lepri where wave-packet spreading was quantified using both analytical and numerical methods. Moreover, many variations of these 11D lattices have been studied extensively in several works including all the regimes from the periodic linear to the disordered nonlinear vassospre2016 ; jk ; Chiaradis ; Guebelle ; Sen2017poly ; MasonPanos ; Luding2 ; arn_gran ; many2 .

A natural extension to the above studies is to investigate the corresponding behavior in disordered lattices with more than one DOF. Few such studies already exist in the literature especially as generalizations of the tight binding model by assuming a linear coupling between two (or more) 11D chains ladderPRB ; flachlieb and illustrate how the coupling modifies the energy transport properties. Recent experiments also revealed the role of additional forces in disorder mechanical lattices. beamexper . On the other hand, the wave dynamics of disordered harmonic chains with two DOFs per site has merely been studied. Such models are relevant to macroscopic mechanical lattices (e.g., granular phononic crystals, lego and origami chains pichard ; florian ; jk2 ; lego ; Flornew ), where the coupling between the DOFs stems from either the geometrical characteristics or from the material properties.

Here, we present a thorough numerical study of a linear disordered system made up of square block elements that supports both translational and rotational waves Vasiliev ; Deymier ; micromechanics . The model we investigate is used in bodies with beam-like microstructure to construct continuum models and in beam lattices Vasiliev ; Noor . The corresponding equations of motion bare close resemblance to other structures including 11D lattices of elastic cylinders pichard or spherical beads florian . Our goal is to unveil the role of the coupling between the DOFs regarding the energy transport in the presence of strong disorder and to identify the differences with the underlying 11D harmonic lattice.

The rest of this paper is arranged as follows: In Section II we describe the model supporting both transverse and rotational motion. The static properties for the periodic and disorder cases are also discussed. In section III we investigate in detail the dynamical behavior of the system in the presence of strong disorder by initially exciting a single DOF at the center of the lattice. In section IV we summarize and conclude the paper.

Refer to caption
Figure 1: (a) Schematic of the disorder phononic lattice with random shear stiffness indicated by the different spring thicknesses (colors). (b) Illustration of the transverse motion and the corresponding shear stiffness k(1)k^{(1)}. (c) Illustration of rotational motion and the corresponding bending stiffness k(2)k^{(2)}.

II discrete model

We consider a phononic structure composed of discrete block-spring elements such that the nnth element can be described by transverse and rotational DOFs as shown in Fig. 1. The transverse displacements are in the yy direction whilst the rotation is about an axis perpendicular to the xyxy-plane. The blocks are coupled through a shear stiffness kn(1)k^{(1)}_{n} and a bending one kn(2)k^{(2)}_{n} [see Fig.1(b,c)]. In this work we consider NN identical cube blocks of mass mm with edges of length 2a2a and consequently a moment of inertia I=2ma2/3I=2ma^{2}/3. Systems that could be potentially described by such a structure include models in micro- and nano-scale films Randow , granular media Flornew , modeling of beam lattices Noor or the interaction of finite size particles with pre-designed connectors Katia . The periodicity of the system is imposed by the distance hh between the center of each block as shown in Fig. 1, where unu_{n} and ϕn\phi_{n} respectively represent the transverse and rotational motion of the nnth block from equilibrium. The corresponding momenta are written as Pn(u)=mu˙n{P_{n}^{(u)}}=m\dot{u}_{n} and Pn(ϕ)=Iϕ˙n{P_{n}^{(\phi)}}=I\dot{\phi}_{n} for the former and latter motions, while (˙)(~\dot{}~) denotes derivative with respect to time. The total energy of the system HH, of the system is given by the following expression Deymier ; Suiker

H=n=1N12Pn(u)2+12IPn(ϕ)2+12Kn+1(1)[(un+1un)+32(ϕn+1+ϕn)]2+12Kn+1(2)(ϕn+1ϕn)2.H=\sum_{n=1}^{N}\frac{1}{2}{P_{n}^{(u)}}^{2}+\frac{1}{2I}{P_{n}^{(\phi)}}^{2}+\frac{1}{2}K^{(1)}_{n+1}\Big{[}(u_{n+1}-u_{n})+\frac{3}{2}(\phi_{n+1}+\phi_{n})\Big{]}^{2}+\frac{1}{2}K^{(2)}_{n+1}(\phi_{n+1}-\phi_{n})^{2}. (1)

Here we have defined the constants Kn(1)=2kn(1)(2a)2/ld4K^{(1)}_{n}=2k^{(1)}_{n}(2a)^{2}/l^{4}_{d}, Kn(2)=kn(2)2a2/l2K_{n}^{(2)}=k^{(2)}_{n}2a^{2}/l^{2}, the lengths l=h2al=h-2a and ld=l2+(2a)2l_{d}=\sqrt{l^{2}+(2a)^{2}} and for simplicity we choose m=1m=1, l=1l=1 and thus h=3h=3. The equations of motion for the two DOF are explicitly given by:

u¨n\displaystyle\ddot{u}_{n} =Kn+1(1)(un+1un)Kn(1)(unun1)\displaystyle=K^{(1)}_{n+1}\big{(}u_{n+1}-u_{n}\big{)}-K^{(1)}_{n}\big{(}u_{n}-u_{n-1}\big{)}
+3Kn+1(1)2(ϕn+1+ϕn)3Kn(1)2(ϕn+ϕn1),\displaystyle+\frac{3K^{(1)}_{n+1}}{2}\big{(}\phi_{n+1}+\phi_{n}\big{)}-\frac{3K^{(1)}_{n}}{2}\big{(}\phi_{n}+\phi_{n-1}\big{)}, (2)
Iϕ¨n\displaystyle I\ddot{\phi}_{n} =3Kn(1)2(un1un)+3Kn+1(1)2(unun+1)\displaystyle=\frac{3K^{(1)}_{n}}{2}\big{(}u_{n-1}-u_{n}\big{)}+\frac{3K^{(1)}_{n+1}}{2}\big{(}u_{n}-u_{n+1}\big{)}
9Kn+1(1)4(ϕn+1+ϕn)9Kn(1)4(ϕn+ϕn1)\displaystyle-\frac{9K^{(1)}_{n+1}}{4}\big{(}\phi_{n+1}+\phi_{n}\big{)}-\frac{9K^{(1)}_{n}}{4}\big{(}\phi_{n}+\phi_{n-1}\big{)}
+Kn+1(2)(ϕn+1ϕn)Kn(2)(ϕnϕn1).\displaystyle+K^{(2)}_{n+1}\big{(}\phi_{n+1}-\phi_{n}\big{)}-K^{(2)}_{n}\big{(}\phi_{n}-\phi_{n-1}\big{)}. (3)

We first study the periodic phononic crystal pichard with Kn(1)K(1)=1K^{(1)}_{n}\equiv K^{(1)}=1 and Kn(2)K(2)K^{(2)}_{n}\equiv K^{(2)}. In this case, we may look for Bloch like solutions of the form

𝐗n=(un(t)ϕn(t))=𝐗eiΩtiQn,\mathbf{X}_{n}=\begin{pmatrix}u_{n}(t)\\ \phi_{n}(t)\end{pmatrix}=\mathbf{X}e^{i\Omega t-iQn}, (4)

where 𝐗=[U,Φ]\mathbf{X}=[U,\Phi] is the amplitude vector, Ω\Omega is the frequency and QQ is the Bloch wave number.

Inserting Eq. (4) into Eqs. (2) and  (3) we obtain the following eigenvalue problem for the allowed frequencies 𝐒𝐗=Ω2𝐗\mathbf{S}\mathbf{X}=\Omega^{2}\mathbf{X}, where the resultant dynamical matrix is

𝐒=(4sin2q6isinqcosq6isinqcosq23[9cos2q+4K(2)sin2q]),\mathbf{S}=\begin{pmatrix}4\sin^{2}q&-6~i\sin q\cos q\\ 6~i\sin q\cos q&\frac{2}{3}[9\cos^{2}q+4K^{(2)}\sin^{2}q]\\ \end{pmatrix},

with q=Q/2q=Q/2. The corresponding expression for the eigenfrequencies is given by

Ω±2=12{4sin2q+23(944cos2q+4K(2)sin2q)±[4sin2q+23(944cos2q+4K(2)sin2q)]264K(2)psin4q}.\Omega^{2}_{\pm}=\frac{1}{2}\Bigg{\{}4\sin^{2}q+\frac{2}{3}\left(\frac{9}{4}4\cos^{2}q+4K^{(2)}\sin^{2}q\right)\pm\sqrt{\bigg{[}4\sin^{2}q+\frac{2}{3}\left(\frac{9}{4}4\cos^{2}q+4K^{(2)}\sin^{2}q\right)\bigg{]}^{2}-64K^{(2)}p\sin^{4}q}\Bigg{\}}. (5)

The dispersion relation of Eq. (5) for K(2)=1K^{(2)}=1 is depicted by the solid curves plotted in Fig. 2(a). We directly observe the appearance of two branches separated by a band gap and terminated by a maximum allowed frequency. Since the two DOFs are coupled, the modes are composed by a mixture of transverse and rotational motion. Note that the constant K(2)K^{(2)}, which depends on the bending stiffness, can be used as a tuning parameter to change the form of the dispersion relation and the dominant motion participating in each propagating mode pichard .

Refer to caption
Figure 2: (a) Dispersion relations of the lattice for K(1)=1K^{(1)}=1 and K(2)=1K^{(2)}=1 (K(2)=0K^{(2)}=0) solid curves (dashed curves). (b) Corresponding eigenfrequencies for a single strongly disordered lattice (W=2)(W=2) with K(1)=1\langle K^{(1)}\rangle=1 and K(2)=1K^{(2)}=1. The inset shows the mean value (200200 realizations) of P\langle P\rangle for each mode, and the standard deviation (shaded area). The vertical dashed line denotes the index where the quasi-extended modes appear. (c) Representative profiles of the eigenmodes of the disordered lattice with K(2)=1K^{(2)}=1 for the three different cases indicated by the circle, square and triangle in (b). Here we show only profiles for unu_{n}.

In the rest of this work we introduce disorder to the system only through the shear spring stiffness’s Kn(1)K^{(1)}_{n} [see also Fig. 1(a)]. We choose this particular disorder aiming to expose the role of each DOF and isolate its importance in the energy transfer. The values of Kn(1)K^{(1)}_{n} are taken from a uniform probability distribution

f(Kn(1))={W1,W/2< Kn(1)K(1)<W/2,0otherwise.f\bm{\big{(}}K^{(1)}_{n}\bm{\big{)}}=\begin{cases}W^{-1},&-W/2<\text{ $K^{(1)}_{n}$}-\langle K^{(1)}\rangle<W/2,\\ 0&\text{otherwise}.\\ \end{cases}

The parameter WW determines the width of the distribution and thus the strength of the disorder. Fig. 2(b) illustrates the eigenfrequencies of a strongly disordered (W=2W=2) finite chain of N=103N=10^{3} blocks. The eigenmodes have been sorted from lowest to highest frequency for increasing mode index kk. Due to the strength of the disorder, the middle band gap is filled with modes while the maximum frequency of the system is much bigger in comparison to the maximum frequency of the periodic chain.

To further characterize the disordered finite lattice, for each mode we calculate the participation number flachbook P=1/hn2P=1/\sum h_{n}^{2} where hn=Hn/Hh_{n}=H_{n}/H is the normalization of the site energy HnH_{n}. PP is an indicator of the localization of the mode and it becomes PNP\approx N for a mode with almost all sites excited, while P=1P=1 for a single site mode. The mean value of PP taken for 200200 disorder realizations is shown in the inset of Fig. 2(b). It becomes clear that most of the modes are strongly localized throughout the spectrum except at very low frequencies where a rather small portion of the modes is extended. As such, we may loosely describe the modes as either localized or extended. Interestingly enough we obtain a set of what we coin as quasi-extended modes around the cut-off frequency of the upper branch of the periodic case. The appearance of these modes is due to the particular implemented disorder, which is only on the shear stiffness (see Appendix A). For illustration in Fig. 2(c) we show the normalized transverse profiles of an extended mode [k=50k=50 (circle)] and of two localized modes [k=735k=735 (triangle), and k=1700k=1700 (square)]. The normalized rotational profile follows the same patterns. As we will show below, both the low frequency extended modes and the quasi-extended modes contribute to the transfer of energy in the lattice.

III Dynamics of the system

To study the properties of energy transfer in the system we excite strongly disordered lattices using single site initial conditions. Our results are averaged over an ensemble of 200200 disorder realizations and since we are interested in the effects of strong disorder we choose W=2W=2 such that Kn(1)(0,2)K^{(1)}_{n}\in(0,2). For all the time dependent simulations, each realization had N=105N=10^{5} lattice sites.

III.1 Momentum excitation

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Refer to caption
Figure 3: Results corresponding to rotational (left panels) and transverse (right panels) initial momentum excitation. (a)-(b) Time evolution of the energy distribution for a representative disordered realization with colorbar in log10\log_{10} scale . The horizontal axis represents n~=nN/2\tilde{n}=n-N/2. (c)-(d) Time evolution of the average participation number P\langle P\rangle. (e)-(f) Average energy per mode after projecting the initial condition to the normal modes. (g)-(h) Estimation of the exponent β\beta related to the time evolution of the average second moment through m2(t)tβ\langle m_{2}(t)\rangle\propto t^{\beta}. The horizontal dashed line indicates the values (g) β=0.75\beta=0.75 and (h) β=1.25\beta=1.25. For (c)-(h), results have been averaged over 200200 disorder realizations, and the shaded area denotes one standard deviation.

We first study the dynamics of the lattice under two different initial momentum excitations

PN/2(ϕ)(0)=I,orPN/2(u)(0)=1\displaystyle P_{N/2}^{(\phi)}(0)=\sqrt{I},\;{\rm or}\;P_{N/2}^{(u)}(0)=1 (6)

i.e., initially exciting either the transverse or the rotational momentum of the central site. Note that this choice of initial conditions corresponds to a total energy of H=0.5H=0.5 for both cases. Some typical time evolutions of the energy densities are shown Figs. 3(a) and (b) for an initial (a) rotational and (b) transverse momentum excitation. We observe that for both cases, a large amount of energy remains localized in the region of the initial excitation at the lattice’s center. This is expected due to the fact that most of the modes are localized and thus the implemented initial condition strongly excites localized modes around the central site. This is also quantified by the time evolution of the averaged participation number P\langle P\rangle shown in Figs. 3(c) and (d) for respectively the rotational and transverse initial momentum excitations. In fact we observe that in both cases P\langle P\rangle saturates to a small number compared to the total lattice size. However, comparing the two final values we observe a significant difference between the two cases as the transverse initial excitation [Fig. 3(d)] leads to a larger P\langle P\rangle.

This behavior can be understood by studying the projection of the initial conditions onto the normal modes of a finite but large disordered lattice. For a given initial momentum excitation we define the vector V(0)=[u˙1(0),,u˙N(0),ϕ˙1(0),,ϕ˙N(0)]T\vec{V}(0)=[\dot{u}_{1}(0),\ldots,\dot{u}_{N}(0),\dot{\phi}_{1}(0),\ldots,\dot{\phi}_{N}(0)]^{T} whose projection on the system’s normal modes is given by R˙=𝐀1V(0)\vec{\dot{R}}=\mathbf{A}^{-1}\vec{V}(0) with matrix 𝐀\mathbf{A} having as columns the lattice eigenvectors. Using this projection, we can calculate the energy given to each normal mode as Ek=R˙k2/2E_{k}=\dot{R}_{k}^{2}/2 where R˙k\dot{R}_{k} are the elements of projection vector R˙\vec{\dot{R}}. Obviously the system’s total energy is H=EkH=\sum E_{k}. Figs. 3(e) and (f), although they appear to have a similar form, exhibit important differences regarding low index (kk) modes (see also Appendix B). Since we sorted the modes with increasing frequency, low indices correspond to low frequency extended modes. In fact, for the initial rotational momentum [Fig. 3(e)], the low frequency extended modes (low index kk) are the stronger excited ones with an energy up to the order of 10610^{-6}. On the other hand, by initially exciting the transverse momentum, the low frequency modes (low index kk) as shown in Fig. 3(f), are strongly excited acquiring energies up to 10310^{-3}. These orders of magnitudes difference in energy of low frequency extended modes explains the differences in P\langle P\rangle shown in Figs. 3(c) and (d).

Here we also observe major differences between the micropolar lattice and the well studied 11D harmonic lattice with disorder  disorder_15 ; Kundu ; Lepri . With an initial momentum excitation, instead of exciting all modes with the same energy as in the 11D harmonic lattice, here we observe a strong excitation of the low frequency modes and another set of modes around the cut-off frequency of the upper branch of the periodic case. As we will see below this has consequences to the energy transport.

To quantify the energy spreading we compute the averaged second moment m2\langle m_{2}\rangle Kundu ; flach2009 ; SGF13 ; Bob2018 ; malcolmDNA ; arn_gran of the energy distributions, which for an initial excitation in the middle of the lattice is given by m2=n(nN/2)2hn/Hm_{2}=\sum_{n}(n-N/2)^{2}h_{n}/H. Assuming a polynomial dependence of the spreading, for sufficiently long times, we may write m2tβ\langle m_{2}\rangle\propto t^{\beta} and the parameter β\beta is used to quantify the asymptotic behavior. The exponent β\beta is calculated by first smoothing the m2(t)m_{2}(t) values of each disorder realization through a locally weighted difference algorithm cleveland1 ; cleveland2 . The estimate of the rate of change

β=dlog10m2(t)dlog10t,\beta=\frac{d\log_{10}\langle m_{2}(t)\rangle}{d\log_{10}t}, (7)

is thus obtained numerically through a central finite difference scheme as the values of m2(t)m_{2}(t) are analyzed in log-log scale.

In Figs. 3(g) and (h) we observe that for both cases β\beta reaches an asymptotic value. In fact β0.75(β1.25)\beta\approx 0.75~(\beta\approx 1.25) for initial rotational (transverse) momentum excitations corresponding to subdiffusive (superdiffusive) transport. These values are quite different than the ones observed for the 11D harmonic lattice where momentum excitation is always found to be superdiffusive with β1.5\beta\approx 1.5 Kundu ; Lepri ; Wagner . To qualitatively explain this difference we first note that the exponent β\beta has been shown to depend mainly on two factors: (i) the characteristics of extended modes (group velocity, localization length as function of frequency, total number) and (ii) the projection of the initial condition on the modes Kundu ; Lepri ; Wagner . Regarding point (i), for both models, there is a set of extended modes at Ω1\Omega\ll 1. Major differences are thus expected since the dispersion relation of Eq. (5) for the micropolar lattice at low frequencies is quadratic with respect to the wavenumber i.e.,  Ω3K(2)Q2\Omega\approx 3\sqrt{K^{(2)}}Q^{2} in contrast to the 11D harmonic lattice where ΩQ\Omega\approx Q. Furthermore, for the micropolar lattice, the quasi-extended modes at higher frequencies may influence the energy spreading, as it was shown for example in Kundu ; Luck where additional extended modes were found either due to symmetries or resonances. As far as point (ii) is concerned, the results of Figs. 3(e) and (f) are substantially different from those of the 11D harmonic lattice indicating that differences between the two models are anticipated.

III.2 Displacement excitation

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Figure 4: Similar to Fig. 3 but for displacement excitation(s). The horizontal dashed lines in (g) and (h) respectively indicate β=0.5\beta=0.5 and β=0.25\beta=0.25.

To further compare the behavior of the micropolar model to that of the 11D harmonic lattice Ishii ; Kundu , we now study the dynamics induced by the following initial conditions

ϕN2(0)=ϕN2,oruN2(0)=uN2,\displaystyle\phi_{\frac{N}{2}}(0)=\phi_{\frac{N}{2}},\;{\rm or}\;u_{\frac{N}{2}}(0)=u_{\frac{N}{2}}, (8)

which correspond to initial rotation or transverse displacement of the central block. In this study, the values of ϕN2\phi_{\frac{N}{2}} and uN2u_{\frac{N}{2}} are chosen such that the total energy for each realization is again H=0.5H=0.5.

Similarly to Section III.1, the evolution of the energy distribution [Figs. 4(a) and (b)] is characterized by a localized wave-packet at the region of the initial excitation in center of the lattice, and by a portion which is propagating. However, compared to the initial momenta excitations, here the energy carried away from the central site is substantially smaller. For both types of initial conditions, P\langle P\rangle attains an asymptotic value of less than 1010 sites as shown in Figs. 4(c) and (d). This behavior can be also understood using the projection of the initial conditions to the normal modes of a large but finite lattice. This is now done by projecting the vector U(0)=[u1(0),,uN(0),ϕ1(0),,ϕN(0)]T\vec{U}(0)=[u_{1}(0),\ldots,u_{N}(0),\phi_{1}(0),\ldots,\phi_{N}(0)]^{T} onto the normal modes to yield R=𝐀1U(0)\vec{R}=\mathbf{A}^{-1}\vec{U}(0). In this case, the energy of the kkth normal mode is Ek=Ωk2Rk2/2E_{k}=\Omega_{k}^{2}R_{k}^{2}/2 with Ωk\Omega_{k} being the kkth eigenfrequency. Again the system’s total energy is H=EkH=\sum E_{k}. The outcome of this projection is shown in Figs. 4(e) and (f) for the initial rotation and transverse displacement respectively. The results are similar to those of Figs. 3(e) and (f) with suppressed contributions of the low frequency modes leading to a small value of P\langle P\rangle during the evolution.

Furthermore, we also calculated the exponent β\beta for the energy propagation resulting from these two different initial excitations and the results are shown in Figs. 4(g) and (h). In a similar manner as in the 11D disordered harmonic lattice case, single site displacement excitation lead to subdiffusive behavior. However, our findings show that although the initial rotation excitations leads to the same value (β0.5\beta\approx 0.5) as in the 11D harmonic lattice, the initial transverse displacement features extremely slow energy transport with β0.25\beta\approx 0.25. The discrepancy between the two models is anticipated as it was discussed at the end of Section III.1. However our results for the displacement excitations of the micropolar lattice strongly suggest that the energy transport is indeed mediated by both the low frequency and the quasi-extended modes. To be more precise we compare the results of Fig. 3(e) with Fig. 4(e) and notice that in the latter lower frequency modes are less excited leading to a smaller value of β\beta (β0.75\beta\approx 0.75 for the former and β0.5\beta\approx 0.5 for the latter). In the same spirit, by comparing Fig. 3(e) with Fig. 4(f) the main difference lies in the quasi-extended modes which are suppressed in the later case leading to a β0.25\beta\approx 0.25 instead of 0.750.75. Thus reducing the amount of energy allocated to either the low frequency extended modes or the quasi-extended modes results in a reduced β\beta suggesting that both contribute to the energy spreading.

Note that the result of initial transverse momentum, corresponding to Fig. 3(f) is not compared with the other three since in that case the low frequency modes are highly excited. We thus conclude that the complete picture is comprehended by casting one eye on the low frequency extended and the other onto the quasi-extended ones.

III.3 Energy contributions in the micropolar

The participation number measures the localization of the total energy and the exponent β\beta is a measure of how fast the energy is spreading, however, none of them carries any information of what amount of this energy is attributed to the rotational or the transverse DOFs. We can have an indication of how much energy is attributed to each of the two DOFs by decomposing the total energy of the system into two parts i.e., H=HR+HTH=H_{R}+H_{T} as follows

HR=n=1N12IPn(ϕ)2+98Kn+1(1)(ϕn+1+ϕn)2+12Kn+1(2)(ϕn+1ϕn)2+34Kn+1(1)(ϕn+1+ϕn)(un+1un),\displaystyle H_{R}=\sum_{n=1}^{N}\frac{1}{2I}{P^{(\phi)}_{n}}^{2}+\frac{9}{8}K^{(1)}_{n+1}(\phi_{n+1}+\phi_{n})^{2}+\frac{1}{2}K^{(2)}_{n+1}(\phi_{n+1}-\phi_{n})^{2}+\frac{3}{4}K^{(1)}_{n+1}({\phi_{n+1}}{}+{\phi_{n}})({u_{n+1}}-{u_{n}}), (9)
HT=n=1N12Pn(u)2+12Kn+1(1)(un+1un)2+34Kn+1(1)(ϕn+1+ϕn)(un+1un),\displaystyle H_{T}=\sum_{n=1}^{N}\frac{1}{2}{P^{(u)}_{n}}^{2}+\frac{1}{2}K^{(1)}_{n+1}(u_{n+1}-u_{n})^{2}+\frac{3}{4}K^{(1)}_{n+1}({\phi_{n+1}}{}+{\phi_{n}})({u_{n+1}}-{u_{n}}), (10)
Refer to caption
Figure 5: (a) Averaged normalized energy contributions HRH_{R} and HTH_{T} of the normal modes for finite lattices of 10001000 sites. (b) Time evolution of normalized averaged rotational (HRcenterH_{R}^{center}) and transverse (HTcenterH_{T}^{center}) energy contributions near the excitation region. Solid bolder (dashed lighter shaded) curves show rotational displacement (momentum) initial excitations. (c) Same as (b) but for transverse displacement (momentum) initial excitations. (d) Time evolution of averaged normalized energy contributions HRedgeH_{R}^{edge} and HTedgeH_{T}^{edge}, for transverse momentum excitations. Averaged values are over 200200 disorder realizations and one standard deviation is indicated by the lightly shaded regions.

separating the rotational HRH_{R} and transverse HTH_{T} energy contributions. Note that the coupling potential energy, which is described by the last terms in both Eqs. (9) and (10), is equally shared between the two contributions. It is interesting to determine the nature of the lattice’s energy in two different regions: i) around the initially excited central block and ii) sufficiently far away from the region of localization. For the central area we calculate the energy using Eqs. (9) and (10) but taking the sum for n[N/2100,N/2+100]n\in[N/2-100,N/2+100] to obtain HRcenterH_{R}^{center} and HTcenterH_{T}^{center}. Conversely, we also define the energies at the edges of the energy distribution HRedgeH_{R}^{edge} and HTedgeH_{T}^{edge} by summing Eqs. (9) and (10) for n[N/25000,N/2+5000]n\notin[N/2-5000,N/2+5000].

Before discussing the dynamical behavior of the system in these two distinct regions, it is relevant to show how the two different energy contributions are shared between the modes of a finite disordered lattice. The result is shown in Fig. 5(a) where the red (blue) curve depicts the transverse (rotational) energy contribution. As a general observation, we mention that the modes with lower kk values are dominated by transverse motion, while the high frequency ones are dominated by rotational motion. As it is shown in Fig. 5(b), for both initial conditions concerning the rotational DOFs [Pn(ϕ)(0)=Iδn,N/2P_{n}^{(\phi)}(0)=\sqrt{I}\delta_{n,N/2} and ϕn(0)=ϕN/2δn,N/2\phi_{n}(0)=\phi_{N/2}\delta_{n,N/2}], the central, localized part of the energy distribution is dominated by the rotational motion with almost the same ratios. This is so as the majority of the localized modes are dominated by rotation [see Fig. 5(a) and Fig. 2(b)]. By initially exciting the transverse DOF we end up with the two energy contributions in the central part shown in Fig. 5(c). We find that the central part of the energy distribution for the initial displacement excitation [un(0)=uN/2δn,N/2u_{n}(0)=u_{N/2}\delta_{n,N/2}] is still dominated by rotation as indicated by the solid curve in Fig. 5(c). Interestingly, for the case of initial transverse momentum excitation [Pn(u)(0)=δn,N/2P_{n}^{(u)}(0)=\delta_{n,N/2}], the energy contribution of each motion in the central part is inverted with respect to all other cases. This is due to the fact that this initial condition excites more strongly the low frequency modes [Fig. 3(f)] which according to Fig. 5(a) are dominated by transverse motion.

Let us now turn our attention to the energy distribution far away from the central site following the propagating tails that are responsible for the energy transfer. The corresponding results for the initial transverse momentum excitation is shown in Fig. 5(d). After the arrival of the propagating front at the chosen sites n=N/2±5000n=N/2\pm 5000, it is readily seen that the energy at the edges is completely carried by the transverse motion. We have confirmed the same quantitative result for all types of initial conditions. This behavior can be comprehended since we have shown that energy is carried away mostly from the low frequency extended modes hence as shown in Fig. 5(a) these modes (corresponding to small kk) are almost completely constituted by transverse motion and so is the energy at the edges.

III.4 The special case of K(2)=0K^{(2)}=0

Now, we focus on a special case of the system i.e., in the limit of vanishing bending stiffness K(2)K^{(2)}. Note that such a case is very relevant to situations where the bending stiffness is so small that it may be neglected, see for example Ref. Flornew .Then, the corresponding dispersion relation of the periodic system [dashed lines in Fig. 2(a)] is substantially altered. In particular instead of two propagating bands, it consists of a zero frequency non-propagative band and a dispersive band emerging after a cut-off frequency Ω=2\Omega=2. The zero frequency branch is made possible due to a counterbalance between the shear and bending forces pichard .

To study the energy transfer for this special case of K(2)=0K^{(2)}=0, we have performed simulations for the different single site initial conditions considered before and a characteristic example is shown in Fig. 6. There it is readily seen that the energy remains localized around the center, and in addition there is no energy transfer to the rest of the lattice. This is also confirmed by the time dependence of the exponent β\beta in m2(t)tβ\langle m_{2}(t)\rangle\propto t^{\beta}, which becomes zero (see inset of Fig. 6) thus signaling no energy spreading.

Trying to explain the absence of energy transport we found (by solving the corresponding eigenvalue problem numerically) that the lower branch of the system’s frequency spectrum, in the limit case of K(2)=0K^{(2)}=0, still remains at zero frequency even in the presence of strong disorder due to a counterbalance of the transverse and rotational motions. As such, in this limit, the micropolar lattice is similar to a 11D KG model i.e., featuring a single propagating band emerging after a lower cut-off frequency and thus the system is expected to exhibit AL.

Refer to caption
Figure 6: Time evolution of the energy density after an initial transverse momentum excitation PN/2u(0)=1P_{N/2}^{u}(0)=1 with K(2)=0K^{(2)}=0 where n~=nN/2\tilde{n}=n-N/2. The inset depicts the evolution of the exponent, β\beta in the relation m2(t)tβ\langle m_{2}(t)\rangle\propto t^{\beta} averaging over 200200 disorder realizations, which is shown to be zero indicating no spreading. The horizontal dashed line indicates β=0\beta=0.

IV Conclusions

We have demonstrated how energy is transported in a strongly disordered micropolar lattice subject to shear forces and bending moments when the shear stiffness are chosen randomly. The phononic crystal investigated was composed of connected blocks possessing two degrees of freedom corresponding to transverse and rotational motion. The dynamics of the energy density, under different single site initial excitations was characterized into two different regions: a localized energy distribution around the initially excited site and a propagating part at the edges of the lattice. The energy localization for each initial condition as quantified by the participation number PP was found to acquire a small (compared to the lattice length) asymptotic value.

Depending on which motion or momentum we initially excited, energy spreading was found to be either superdiffusive or subdiffusive, as quantified by the energy’s second moment m2m_{2}. Compared to the underlying 11D harmonic case, energy transport is altered, and in general the micropolar lattice featured slower spreading. The modified energy transport characteristics are attributed to the differences of the dispersion relation between the two models in the low frequency limit, to the weight by which the modes of the system are excited depending on the initial condition and also to the existence of additional quasi-extended modes in the micropolar lattice.

Furthermore, by measuring the parts of the total energy related to the rotational and transverse motions we showed that the propagating part is always carried by translation for any choice of initial condition. On the other hand, the localized part was found to be either dominated by rotation or translation depending on the initial conditions. Finally, the limiting case of vanishing bending force was found to be similar to a linear 11D KG lattice which exhibits AL and thus no energy spreading.

Our results not only revealed interesting properties of 11D disordered micropolar lattices with bending forces, but also raised new questions for future investigations. A direct generalization of our results is to study the effect of other kinds of disorder i.e., disorder in the masses or in different combinations of the stiffnesses. Furthermore, the appearance of the extended modes at the edge of the upper band is worthy of its own investigation in relation to other known models where anomalous localization appears either due to correlations or symmetry.

acknowledgments

Ch. S. thanks LAUM for its hospitality during his visits when part of this work was carried out. We also thank the center for High Performance Computing (https://www.chpc.ac.za) for providing computational resources for performing significant parts of this paper’s computations.

Appendix A Quasi-extended modes

Refer to caption
Refer to caption
Figure 7: (a) A full view of the inset depicted in Fig. 2(b) and its own inset shows PP against sorted linear eigenmodes for a single disorder realization. The vertical dashed line denotes the index where the quasi-extended modes appear. (b) The profile of a characteristic quasi-extended mode k=1194k=1194 showing negligible displacements unu_{n} in comparison to ϕn\phi_{n}. The inset shows a zoom of the region enclosed by a black rectangle with consecutive rotations having similar amplitudes and opposite signs (ϕn+1ϕn\phi_{n+1}\approx-\phi_{n}).

Here we focus our attention on the quasi-extended modes appearing close to the cut-off frequency of the upper band of the periodic case (see Fig. 2). As depicted in Fig. 7(a), the participation number P\langle P\rangle features a peak around k1200k\approx 1200 which corresponds to the cut-off frequency of the upper branch of the periodic system [see Figs. 2(a) and (b)]. Note that in many cases we found that these modes may be as extended and have PP values which are of the same order as the low index modes (small kk) as indicated by the inset in Fig. 7(a) corresponding to a single realization.

To further understand this phenomenon we now consider a characteristic profile of such a mode depicted in Fig. 7(b). We find that: (i) these modes consist almost solely of rotational motion (the contribution of the transverse DOFs is negligible i.e., un0u_{n}\approx 0 ) and (ii) the profile of the modes consists of various regions with consecutive rotations of similar amplitude and opposite signs (ϕn+1ϕn\phi_{n+1}\approx-\phi_{n}), as shown by the zoom in the inset of Fig. 7(b). Using this two observations and the functional form of the Hamiltonian (1), it is noticeable that for these modes, effectively only the bending potential term analogous to K(2)K^{(2)} is present. But since there is no disorder in K(2)K^{(2)} these modes are extended reminiscent of the periodic lattice.

Appendix B Eigenmode Projections

Refer to caption
Refer to caption
Figure 8: (a) Average (over 200200 disorder realizations) energy per mode after projecting the initial condition to the normal modes. (b) A zoom of panel (a) for small kk. The lightly shaded red and blue regions indicate one standard deviation on either side of the mean value.

Here we take a closer look at the projections of the initial momentum excitations onto the normal modes especially in the low frequency regime. The results of Figs. 3(e) and (b) are combined together for comparison in Fig. 8(a) while a zoom in the low frequencies is shown in Fig. 8(b). From the latter we observe that for k0k\rightarrow 0 the energy difference between the two types of excitation is as much as 1010 orders of magnitude. This explains the larger values of participation number P\langle P\rangle shown in Figs. 3(c) and (d). Similarly for the initial displacement excitations the results are shown in Fig. 9(a) and (b). Although here the two curves are more similar again differences in the low frequency regime show that the initial transverse excitation (red curve) will acquire a larger P\langle P\rangle as it is found by comparing Figs. 4(c) and (d).

Refer to caption
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Figure 9: (a) Figs. 4(e) and (b) combined together. (b) A zoom of some small kk values in (a). The lightly shaded red and blue regions indicate one standard deviation on either side of the mean value obtained over 200200 disorder realizations.

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