Yielding behavior of glasses under asymmetric cyclic deformation

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Yielding behavior of glasses under asymmetric cyclic deformation
                                                                                Monoj Adhikari,1 Muhittin Mungan,2 and Srikanth Sastry1, ∗
                                                            1
                                                                Jawaharlal Nehru Centre for Advanced Scientific Research, Jakkar Campus, 560064 Bengaluru, India
                                                            2
                                                                Institut für angewandte Mathematik, Universität Bonn, Endenicher Allee 60, 53115 Bonn, Germany
                                                                   We consider the yielding behaviour of a model glass subjected to asymmetric cyclic shear de-
                                                                 formation, wherein the applied strain varies between 0 and a maximum value γmax , and study its
                                                                 dependence on the degree of annealing of the glass and system size. The yielding behaviour of well
                                                                 annealed glasses (unlike poorly annealed glasses) display striking differences from the symmetric
                                                                 case, with the emergence of an intermediate strain regime with substantial plasticity but no yield-
                                                                 ing. The observed behaviour is satisfactorily captured by a recently proposed model. For larger
                                                                 system sizes, the intermediate strain regime narrows, leading to a remarkable reversal of yield strain
arXiv:2201.06535v2 [cond-mat.soft] 19 Jan 2022

                                                                 with annealing.

                                                    The response to applied mechanical stresses is a funda-           dynamics is diffusive, as observed in non-Brownian col-
                                                 mental characteristic of solids that is of central relevance         loidal suspensions, glasses, related systems and models
                                                 to their use as structural materials. For large enough ap-           thereof [36–41]. Memory formation in models of suspen-
                                                 plied stresses or deformations, plastic deformations con-            sions and glasses have also been a subject of considerable
                                                 tribute significantly to such response, leading eventually           interest [42–45].
                                                 to yielding and flow. In the case of amorphous solids,                  In many of these works, particularly when related to
                                                 ranging from hard glasses such as oxide glasses to soft              yielding, the cyclic deformations protocols have been
                                                 solids, these plastic deformations are relevant for under-           symmetric, i.e. the applied strain of the system is varied
                                                                                                                                                   sym             sym
                                                 standing their yielding behaviour and rheology [1, 2]. Re-           through a cycle as 0 → γmax       → 0 → −γmax    → 0, where
                                                                                                                        sym
                                                 cent years have witnessed significant activity in develop-           γmax is the amplitude of shear [19, 21, 23, 24, 29, 35].
                                                 ing a statistical mechanical description of these phenom-            Given that significant structural change is observed be-
                                                 ena [2–5]. Yielding behaviour in model amorphous solids              low yielding for poorly annealed cases but not for well
                                                 has been investigated experimentally [6–8], through com-             annealed cases, one may expect that the choice of range
                                                 puter simulations [9–26], and theoretical investigations             from γmin to γmax over which the strain is varied cycli-
                                                 including the study of elastoplastic models and corre-               cally may significantly influence the plasticity and yield-
                                                 sponding mean field theories [4, 13, 27–33]. These inves-            ing behaviour. Indeed, such dependence is of practical
                                                 tigations have largely focused on the response to uniform            importance in determining the characteristics of fatigue
                                                 shear, but several investigations have explored yielding             and fatigue failure [1, 46], which in turn dictate the scope
                                                 behaviour under cyclic deformation [11, 12, 19, 21, 23–              and limits of operability of such materials in real-life ap-
                                                 26, 29, 31–35].                                                      plications.
                                                    A specific issue that has received considerable atten-               With the aim of investigating the dependence of the na-
                                                 tion recently is the role of annealing of the glasses that           ture of plasticity and yielding on particular cyclic defor-
                                                 are subjected to deformation, in determining the nature              mation protocols, here we consider the response to totally
                                                                                                                                                             1              1
                                                 of yielding. Indeed, under both uniform shear and cyclic             asymmetric cycles of shear, 0 → γmax       → 0 → γmax    ....
                                                 shear, it has been demonstrated that a qualitative change            Specifically, we simulate a model glass employing the
                                                 occurs in the yielding behaviour when the degree of an-              athermal quasistatic (AQS) shear protocol, and study
                                                 nealing of the glasses increases. Under cyclic deformation           the response of samples with a widely differing degree
                                                 [23–26, 29, 31–33], poorly annealed glasses display signif-          of annealing, system size, and subjected to a range of
                                                                                                                                           1
                                                 icant mechanically induced annealing, and converge to a              strain amplitudes γmax   .
                                                 common threshold energy, before yielding takes place. In                The observed behaviour is found to be markedly differ-
                                                 contrast, well annealed glasses (with energies below the             ent from the case of symmetric cyclic shear. For poorly
                                                 threshold energy), do not display any change in proper-              annealed glasses (with initial energies above the thresh-
                                                 ties with increasing amplitude of shear until the yield-             old energy) the yielding behaviour follows the symmetric
                                                 ing amplitude is reached. The subsequent yield event is              case, with a rescaling of the strain amplitudes, as we
                                                 accompanied by a discontinuous change in energy and                  discuss below. For the well-annealed samples, for the
                                                 stress, the amount of which depends on the degree of an-             smaller system sizes considered, we find an intermediate
                                                                                                                                 1
                                                 nealing. Under uniform shear corresponding responses                 range of γmax  values over which the stress decreases from
                                                 are observed [20, 23].                                               the maximum value attained, i.e. beyond the stress peak,
                                                    Apart from the context of yielding, response to cyclic            but no diffusive behavior is present. The onset of diffu-
                                                                                                                                                      1
                                                 shear has been investigated in order to understand the re-           sive behavior, at a larger γmax     value, is identified with
                                                 versible to irreversible transition, i.e. the transition from        yielding [11, 19, 21, 23]. In order to better understand
                                                 a dynamics towards an absorbing state to one where the               our results, we consider a recently proposed mesostate
2

model [31] that we adapt to the asymmetric shear pro-           and γdiff , respectively. Note that both for symmetric and
tocol. We show that this model qualitatively captures           asymmetric shear, significant plastic rearrangements oc-
the observed behaviour, thereby shedding light on the           cur before an absorbing steady state is established.
underlying relaxation mechanisms. We investigate the
dependence on system size N , and find that the interme-        -6.90
                                                                        (a)                               (b)
                    1                                                                    Einit = -6.89
diate window of γmax     narrows with system size for well                                                                              0.8
annealed case. Our results suggest, but cannot conclu-          -6.92
                                                                                                                                        0.4

                                                                 E
sively demonstrate, that the intermediate strain window

                                                                                                                                           σ
will vanish as N → ∞, but the narrowing itself leads to a       -6.94                                                                   0.0
                                                                                                                                  0.060
remarkable conclusion: Under asymmetric shear, well an-                                                                           0.095 -0.4
                                                                -6.96                                                             0.150
nealed glasses will yield at smaller strain amplitudes than                                                                       0.170 -0.8
poorly annealed glasses, reversing the trend observed in                                                                          0.200
                                                                -6.98 0       0.04 0.08 0.12 0.16 0.2 0         0.04 0.08 0.12 0.16 0.2
the case of symmetric shear protocols.                                                  γ                                 γ
Simulations. We perform AQS simulations of a three
dimensional model glass former, the 80 : 20 Kob-                FIG. 1. Variation of the energy and shear stress through one
Andersen binary Lennard-Jones mixture (KA-BMLJ),                cycle of strain in the steady state for a single poorly-annealed
in which particles interact with a Lennard-Jones po-            glass sample with N = 4000 and initial energy Einit = −6.89.
tential, employing a quadratic cutoff (with details pro-        The different curves correspond to different driving ampli-
                                                                        1
                                                                tudes γmax  , as indicated in the legend of panel (b).
vided in the Supplemental Material (SM) [47]). The
results presented here were obtained from the simula-
tions with system size N = 200(25), 400(15), 800(15),           Poorly-annealed glasses. We first consider the steady
4000(15), 8000(3), 32000(2), and 64000(1) particles,            states attained under asymmetric shear for a poorly an-
where the numbers in parentheses indicate the num-              nealed glass for N = 4000, with Einit = −6.89. In
ber of independent samples. With V being the sam-               Fig. 1 we consider a single sample and show how the
ple volume, we equilibrate the system at fixed den-             energy (left panel) and stress (right panel), as a func-
sity ρ = N/V = 1.2 in the liquid state and at re-               tion of the applied strain γ, change over a driving cy-
duced temperatures T = 1.0, 0.60, 0.466, 0.40, 0.37 via         cle, once a steady-state has been reached (Data averaged
a constant temperature molecular dynamics simulation.           over samples is shown in SM Fig. S1). The curves shown
                                                                                                                 1
The energy of equilibrated configurations are mini-             correspond to different driving amplitudes γmax     , as in-
mized to obtain inherent structure or glass configura-          dicated in (b). The energy vs. strain curves display a
tions, which have average energies per particle Einit =         minimum Emin at a non-zero strain value γEmin which
                                                                                                         1
−6.89, −6.92, −6.98, −7.03, −7.05, respectively, for the        we denote as the plastic strain. For γmax     ≤ 0.15, γEmin
                                                                                                          1
T values indicated. Energy minimization is performed            increases approximately as γEmin = γmax       /2 (more be-
                                                                               1
using the conjugate gradient algorithm. The molecu-             low). For γmax     > 0.15, the energy curves display two
lar dynamics and AQS simulations are performed using            well-separated minima and the response ceases to be pe-
LAMMPS [48].                                                    riodic. These two observations can be explained by a
Shear deformation protocol. The inherent structures, or         shift in the plastic strain: during the transient leading
glasses, are subjected to cyclic shear deformation in the       to periodic response, the plastic strain evolves towards
                                                                             1
xz plane using the AQS protocol, which involves the ap-         γEmin = γmax     /2, so that the asymmetric shear defor-
                                                                                            1
plication of strain by small increments (dγ = 2 × 10−4 )        mation protocol 0 → γmax        → 0, effectively becomes a
                                                                                                            1
followed by energy minimization (further details in the         symmetric one around the plastic strain γmax    /2 with am-
                                                                          1
SM). We apply asymmetric shear cycles that follow the           plitude γmax /2. In fact, the observation of yielding for
                  1                 1                             1
sequence: 0 → γmax    → 0, where γmax    is the amplitude of    γmax  > 0.15, when taking into account the shift of γEmin ,
deformation, continuing until a steady state is reached,        implies an effective yielding amplitude of about 0.075 un-
in which the system either reaches an absorbing state so        der a symmetric shear protocol, which is consistent with
that the same sequence of configurations is visited during      the observed value γysym ≈ 0.075 [23].
subsequent cycles, or a diffusive state with no periodicity     Well-annealed glasses. The picture changes dramatically
but statistically stationary properties.                        when we consider well-annealed glasses. In the case of
   For symmetric cyclic shear [11, 19], the yield strain        symmetric shear, a well-annealed glass with N = 4000
amplitude γysym has been identified as the strain value         and Einit = −7.05 shows, under increasing strain ampli-
                                                                       sym
marking the onset of the diffusive state, which also co-        tude γmax  , no change in the minimum Energy Emin and
incides with a discontinuous stress drop from the largest       plastic strain of the cylic response until yielding, which
                                                                              sym
stress value attained just prior yielding [11, 19]. As de-      occurs at γmax    = 0.105 [23]. Fig. 2 (a) shows Emin as
scribed below, for asymmetric shear, the location of the        a function of cycle number Ncycles for selected asymmet-
                                                                                          1
stress peak and the onset of diffusion differ in general, and   ric shear amplitudes γmax     . As in the case of symmet-
                                                                                        1
we will therefore distinguish these strain values as γpeak      ric shear, for small γmax = 0.060, 0.095 the energy does
3

                                                  (a)                                                                   (b)                                                    (c)
                                                                                                                                            0
 -6.96                                                       0.08                                                                      10

                                                                                                                                  MSD
                                                                  min
 Emin

                                                           γE
                                                                                                                      0.060
 -7.00                                                                                                                0.095
                                                            0.04                                                      0.130        10
                                                                                                                                        -3
                                                                                                                      0.150
                                                                                                                      0.160
 -7.04                                                                                                                0.170
                                                                                                                      0.200
                                                            0.00                                                                        -6
             0             1             2             3                     0              1               2               3      10           0                 1                2
        10            10            10
                               Ncycles            10                    10             10              10
                                                                                                    Ncycles            10               10                   10       Ncycles 10
                                                  (d)       0.12                 Einit = -6.89                         (e)        1.60                                         (f)
 -6.92                                                                           Einit = -6.92
                                                                                                             1 /2
                                                                                 Einit = -6.98                    x
                                                                                                           =γn ma                 1.20
                                                                                                        γ E mi
 -6.96                                                      0.08                 Einit = -7.03

                                                                                                                                σmax
                                                            min
Emin

                                                                                 Einit = -7.05
                                                           γE

 -7.00                                                                                                                            0.80
                                                            0.04

 -7.04                                       γy                                                                  γy               0.40                                    γy
                                                                        0
                 0.04 0.08 1 0.12 0.16            0.2                            0.04 0.08 1 0.12 0.16                  0.2                         0.04 0.08 1 0.12 0.16       0.2
                         γ max                                                           γ max                                                              γ max

FIG. 2. Behavior of the minimum energy Emin of a cycle (a), the plastic strain γEmin at which it is attained (b), and the
mean-squared displacement (MSD) from the initial configuration (c), as a function of cycles of strain Ncycles . The data shown
                                                                                                1
is for a well-annealed glass with N = 4000, initial energy Einit = −7.05, and driven by a range of asymmetric shear strain
              1
amplitudes γmax  , as indicated in the legend of (b). (d) – (f): The yielding diagram showing how steady states properties (for
                                                        1
N = 4000) depend on asymmetric strain amplitude γmax         and the degree of annealing, as indicated in the legend of (e). The
                                                                                       1
steady state values shown are Emin , γEmin and shear stress σmax at maximum strain γmax   . The yield strain amplitude γy , below
which the MSD curves in (c) show zero slopes, is marked by red arrows in panels (d) – (f).

not change with Ncycles . However, different from the re-                                            The yielding diagram. We summarise the results for the
sponse under symmetric cyclic shear, for larger values                                               full range of annealing of the glasses we considered in Fig.
  1
γmax  ≥ 0.130, Emin increases with Ncycles and saturates                                             2 (d)-(f). Fig. 2 (d) shows the steady state energies as a
                             1                                                                                                                       1
at values that grow with γmax   . Interestingly, the plastic                                         function of Einit and the strain amplitude γmax    . For the
strain γEmin exhibits a similar behavior, Fig. 2(b): γEmin                                           poorly-annealed glasses with Einit = −6.89, −6.92, the
                        1
remains fixed at 0 for γmax = 0.060, 0.095, but grows with                                           variation of the energies is similar to the case of symmet-
                    1                     1
Ncycles as well as γmax for the larger γmax   values. More-                                          ric shear, displaying a non-monotonic change in energy
                                            1
over, the asymptotic behavior γEmin ≈ γmax     /2 is attained                                        across the yielding amplitude. In sharp contrast, for the
             1                           1
only when γmax    > 0.150, while for γmax     = 0.130, 0.150                                         well-annealed glasses, Einit = −7.03, −7.05, the energies
                            1                          1                                                                                 1
the asymptotic values of γmax    lie between 0 and γmax    /2.                                       remain constant up to values of γmax     that turn out to be
                     1
Nevertheless, for γmax > 0.095, substantial plastic de-                                              close to the yield amplitudes that had been established
formations appear to lead to finite γEmin values, even                                               for the symmetric case as γysym = 0.098, 0.105, respec-
                                                                                                                                 1
though, as shown in Fig. 2 (c), a diffusive steady-state is                                          tively [23]. For values of γmax beyond this, Emin increases
                   1                                                                                        1
reached only for γmax   > 0.150.                                                                     with γmax until reaching a value of Emin ≈ −6.985, which
                                                                                                     was identified as the threshold energy in [23] across which
   The corresponding results for the poorly annealed                                                 the character of yielding changes in the symmetric case.
glasses with Einit = −6.89 are shown in the SM, dis-                                                 The intermediate case of Einit = −6.98 displays an inter-
playing a gradual change of both Emin and γEmin with                                                 esting non-monotonic behaviour.
                    1
Ncycles as well as γmax , but with yielding occurring only
        1                                                                                                                                            1
when γmax > 0.15, as in the well annealed case. The SM                                                 Irrespective of the degree of annealing, for γmax > 0.15
also contains results to show the absence of anisotropy of                                           the energies Emin all increase along a common curve, and
the sheared glasses.                                                                                 we identify γdiff ≈ 0.155 as the onset of the diffusive
4

steady-state regime. A rationalisation of these results                            given by E,γmin (γ) = − + κ2 (γ − γmin )2 . The√stability
can be found in the behaviour of the plastic strain γEmin                          range of each mesostate is given by γ ± = γmin ± . Upon
                                                        1
shown in Fig. 2 (e). The extent to which γEmin ≈ γmax       /2                     variation of strain when a given mesostate (, γmin ) be-
is achieved can be seen as indicative of the plastic de-                           comes unstable, a new state (0 , γmin0
                                                                                                                            ) is drawn randomly
formations that have taken place before a steady state                             subject to the condition E0 ,γmin 0  (γ) < E,γmin (γ). We
was reached. Clearly, for Einit = −7.03, −7.05, little de-                         study the model here subject to the additional range re-
formation occurs until γmax   1
                                   ≈ 0.1, whereas for higher                       strictions 0 ∈ (−δ, +δ), γmin
                                                                                                                    0
                                                                                                                         ∈ (γmin −δγ, γmin +δγ).
  1
γmax the plastic strain shifts, along with the energies,                           Note that the restrictions imposed on 0 and γmin   0
                                                                                                                                          (though
until configurations are reached which are stable under                            not the exact values δ and δγ) are found to be important
the imposed cyclic strain. For higher Einit , such reorga-                         for reproducing the simulation results qualitatively, and
                            1
nizations occur for all γmax    , and to a greater degree for                      we choose δ = 0.05, δγ = 0.1.
larger Einit . Finally, in Fig. 2(f) we consider the variation                         As shown in Fig. 3, the qualitative aspects of the ob-
                                        1
of shear stress σmax evaluated at γmax     . Once again, for                       servations from particle simulations, Fig. 2(d) and (e),
Einit = −6.89, −6.92, we observe a monotonic increase                              are remarkably well reproduced by the model. This sug-
of σmax before yielding, but for lower Einit , we observe a                        gests, on the one hand, that the mesostate model has
highly unusual non-monotonic change of σmax , well be-                             the right ingredients to describe yielding in amorphous
fore the yield point. The maximum stress values obtained                           solids, and on the other hand, that the phenomena we
         1
when γmax     = γpeak = 0.095 are comparable to the yield                          observe are robust and generic. The fact that only some
stress values in the symmetric cyclic shear case [23].                             specific choices of model parameters reproduce the sim-
    Unlike the symmetric shear case, the location of the                           ulation results, in particular the evolution of the plastic
stress maximum and the onset of diffusive behaviour do                             strain, offers guidance for how such modeling may be pur-
not coincide for asymmetric shearing of well annealed                              sued to faithfully capture behaviour of amorphous solids
glasses, as seen in Fig. 2(f), (c), with γpeak (location of                        subjected to deformation.
the stress maximum) < γdiff (onset of the diffusive steady                         System size analysis. In order to interrogate better the
state). These results are surprising in the context of                                                                1
                                                                                   intermediate regime γpeak < γmax        < γdiff , that emerges
cyclic shear, since previous observations of plasticity be-                        for the well-annealed samples, we consider next the effect
fore yielding have invariably been associated with anneal-                         of system size. In Fig. 4 (a) and (b) we plot the behavior
ing (decrease of energy). The new non-trivial ingredient                           of the minimum energy Emin and the plastic strain γEmin
that is brought forth by the asymmetric shear results is                                                       1
                                                                                   at steady state against γmax    , for different system sizes,
dynamics induced by deformation along the plastic strain                           Einit = −7.05. A strong system size dependence is ap-
                                                   1
axis. We will return to the regime γpeak < γmax        < γdiff                     parent: the smaller the system size, the larger the strain
when discussing the effect of system sizes.                                          1                                      1
                                                                                   γmax   value beyond which γEmin = γmax       /2. In Fig. 4 (c)
                                                                                   we show the corresponding evolution for σmax . For sys-
       0                                                                           tem sizes larger than 4000, the stress maximum appears
                             (a)     0.8                               (b)
                                                                                   around a common value γpeak = 0.1, but the subsequent
-0.2                                 0.6                    1     /2               drop of stress becomes sharper with increasing system
                                                                ax
Emin

                                     min

                                                           =γ m                    size. Although we find γmax   1
                                                                                                                       values for each N above
                                    γE

                                     0.4              γ E min
-0.4                                                                               γpeak but below γdiff (see SM for details), we expect that
                                                                                   γdiff → γpeak as N → ∞. This leads to the remarkable
                                     0.2
-0.6                                                                               conclusion that for asymmetric shear, the yield valuue
                                                                                   γdiff will be smaller for well annealed glasses compared
       0   0.4   0.8 1 1.2                 0
                              1.6           0   0.4       0.8     1 1.2      1.6   to poorly annealed glasses, reversing the trend seen for
                   γ   max
                                                                γ  max
                                                                                   symmetric shear.
FIG. 3. The dependence of energy Emin and plastic strain                               In summary, we have investigated the yielding be-
γEmin as a function of initial energy and strain amplitude                         haviour of a model amorphous solid under asymmetric
for the mesostate model defined in [31], with a constraint on                      cyclic shear deformation. We show that such yielding
the magnitude of change in mesostate energy δ = 0.05, and                         behaviour displays striking new features not observed for
refernece strain δγ = 0.1.                                                         symmetric cyclic shear, including the emergence of an
                                                                                   intermediate window of strain amplitudes dominated by
Simulations of a mesostate model. We next consider                                 significant plastic rearrangements and accompanied by a
whether the observed behaviour can be reproduced by                                decrease of stress for well annealed glasses. Such a win-
a mesostate model proposed to describe yielding under                              dow is expected to vanish for N → ∞, as our system
cyclic deformation, in [31]. The model is defined in terms                         size results indicate. Nevertheless, our results reveal the
of mesostates, each of which is characterised by a mini-                           central role played by the non-trivial evolution of plastic
mum energy −, which is attained at a plastic strain γmin ,                        strain in the case of asymmetric cyclic shear in deter-
with the total energy of the state at a given strain being                         mining plastic response, in addition to the evolution of
5

 -6.92      200                   (a)               Einit=-7.05                  (b)       1.5                             (c)
            400
            800                                                        1 /2
            4000                            0.10                      = n ma
                                                                       γ     x
 -6.96

                                                                                         σmax
                                              min
            8000                                                   γ E mi                       1
Emin

                                            γE
            32000
       -7   64000
                                             0.05
                                                                                           0.5
 -7.04
                                            0.00
        0    0.06   0.12 1 0.18      0.24       0      0.06       0.12 1 0.18     0.24          0   0.06   0.12 1 0.18     0.24
                          γ max                                         γ max                                   γ max

FIG. 4. System size dependence of Emin , γEmin , σmax for the well annealed system. The red line corresponds to γEmin =
    1                                                            1
1/2γmax . The brown left triangles in (c) indicate the smallest γmax for which the sheared glasses exhibit diffusive behaviour.

energy. They provide insight into the behaviour of de-              [5] A. D. Parmar and S. Sastry, in Advances in the Chemistry
formed glasses in general. The qualitative reproduction                 and Physics of Materials: Overview of Selected Topics
of these features by a mesostate model for yielding under               (World Scientific, 2020) pp. 503–527.
cyclic shear, point to key aspects that merit attention in          [6] K. H. Nagamanasa, S. Gokhale, A. Sood, and R. Gana-
                                                                        pathy, Physical Review E 89, 062308 (2014).
building realistic theoretical models of plasticity in amor-        [7] N. C. Keim and P. E. Arratia, Soft Matter 9, 6222 (2013).
phous solids on the mesoscale (for which the model is in-           [8] D. V. Denisov, M. T. Dang, B. Struth, A. Zaccone, G. H.
tended and applied here). Investigating finite size effects             Wegdam, and P. Schall, Scientific Reports 5 (2015),
leads to the remarkable conclusion that for asymmetric                  10.1038/srep14359.
shear, the yield strain amplitude is smaller for well an-           [9] Y. Shi and M. L. Falk, Physical review letters 95, 095502
nealed glasses, in a reversal of observations for symmetric             (2005).
shear.                                                             [10] Y. Shi, M. B. Katz, H. Li, and M. L. Falk, Physical
                                                                        review letters 98, 185505 (2007).
  Acknowledgements. MM was supported by the                        [11] D. Fiocco, G. Foffi, and S. Sastry, Physical Review E
Deutsche Forschungsgemeinschaft (DFG, German Re-                        88, 020301 (2013).
                                                                   [12] I. Regev, T. Lookman, and C. Reichhardt, Phys. Rev.
search Foundation) under Projektnummer 398962893,                       E 88, 062401 (2013).
the Deutsche Forschungsgemeinschaft (DFG, German                   [13] A. Wisitsorasak and P. G. Wolynes, Proceedings of the
Research Foundation) - Projektnummer 211504053 -                        National Academy of Sciences 114, 1287 (2017).
SFB 1060, and by the Deutsche Forschungsgemeinschaft               [14] P. K. Jaiswal, I. Procaccia, C. Rainone, and M. Singh,
(DFG, German Research Foundation) under Germany’s                       Physical review letters 116, 085501 (2016).
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We thank the Thematic Unit of Excellence on Compu-                      022615 (2016).
                                                                   [16] I. Regev, J. Weber, C. Reichhardt, K. A. Dahmen, and
tational Materials Science, and the National Supercom-                  T. Lookman, Nature communications 6, 1 (2015).
puting Mission facility (Param Yukti) at the Jawaharlal            [17] Y. Jin, P. Urbani, F. Zamponi, and H. Yoshino, Science
Nehru Center for Advanced Scientific Research for com-                  advances 4, eaat6387 (2018).
putational resources. SS acknowledges support through              [18] I. Procaccia, C. Rainone, and M. Singh, Physical Review
the JC Bose Fellowship (JBR/2020/000015) SERB, DST                      E 96, 032907 (2017).
(India).                                                           [19] P. Leishangthem, A. D. Parmar, and S. Sastry, Nature
                                                                        communications 8, 1 (2017).
                                                                   [20] M. Ozawa, L. Berthier, G. Biroli, A. Rosso, and G. Tar-
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                                                                        115, 6656 (2018).
  ∗                                                                [21] A. D. Parmar, S. Kumar, and S. Sastry, Physical Review
     Corresponding author: sastry@jncasr.ac.in
                                                                        X 9, 021018 (2019).
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