Abstract
We study bicomponent systems where one component represents a liquid crystalline (LC) phase, and the other component randomly perturbs the LC order. Such systems can serve as a testbed to systematically analyse the impact of qualitatively different types of random-type sources of perturbation on the orientational and/or translational order. This mini-review presents typical representatives of such systems, where orientational and translational order is probed in nematic and smectic A LCs, respectively. As a source of perturbation, we consider either different porous matrices (control-pore glass, aerogels) or aerosil nanoparticles, which can form in LCs' different fractal-like network organizations. In such complex systems, LC ordering fingerprints the interplay among LC elastic forces, interfacial forces, and randomness. The resulting LC behaviour could be characterised by either long-range, quasi long-range, or short-range order. We demonstrate under which conditions random-field-like phenomena or interfacial effects dominate. However, these effects are relatively strongly entangled in most experimental systems, and individual impacts cannot be precisely identified.
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References
G.P. Crawford, S. Žumer, Liquid Crystals in Complex Geometries Formed by Polymer and Porous Networks, 1st edn. (Taylor and Francis Group, London, 1996)
T. Bellini, L. Radzihovsky, J. Toner, N.A. Clark, Universality and scaling in the disordering of a smectic liquid crystal. Science 294(5544), 1074–1079 (2001). https://doi.org/10.1126/science.1057480
D.S. Ramakrishna, T.J. Jose, P.L. Praveen, Translational and rotational phase ordering of symmetric dimer mesogens: Molecular rigidity effect. J. Mol. Struc. 1236, 130336 (2021). https://doi.org/10.1016/j.molstruc.2021.130336
J. Walton, N.J. Mottram, G. McKay, Nematic liquid crystal director structures in rectangular regions. Phys. Rev. E 97, 022702 (2018). https://doi.org/10.1103/PhysRevE.97.022702
T. Raistrick, M. Reynolds, H.F. Gleeson, J. Mattsson, Influence of liquid crystallinity and mechanical deformation on the molecular relaxations of an auxetic liquid crystal elastomer. Molecules 26(23), 7313 (2021). https://doi.org/10.3390/molecules26237313
A. Ranjkesh, M. Ambrožič, S. Kralj, T.J. Sluckin, Computational studies of history dependence in nematic liquid crystals in random environments. Phys. Rev. E 89, 022504 (2014). https://doi.org/10.1103/PhysRevE.89.022504
J. Chakrabarti, Simulation evidence of critical behaviour of isotropic-nematic phase transition in a porous medium. Phys. Rev. Lett. 81, 385 (1998). https://doi.org/10.1103/PhysRevLett.81.385
M. Kleman, O.D. Lavrentovich, Soft Matter Physics: An Introduction, 1st edn. (Springer, New York, 2004)
P. Palffy-Muhoray, The diverse world of liquid crystals. Phys. Today 60(9), 54 (2007). https://doi.org/10.1063/1.2784685
G.S. Iannacchione, C.W. Garland, J.T. Mang, T.P. Rieker, Calorimetric and small angle x-ray scattering study of phase transitions in octylcyanobiphenyl-aerosil dispersions. Phys. Rev. E 58, 5966 (1998). https://doi.org/10.1103/PhysRevE.58.5966
G. Cordoyiannis, S. Kralj, G. Nounesis, S. Žumer, Z. Kutnjak, Soft-stiff regime crossover for an aerosil network dispersed in liquid crystals. Phys. Rev. E 73, 031707 (2006). https://doi.org/10.1103/PhysRevE.73.031707
J. Barre, A.R. Bishop, T. Lookman, A. Saxena, Adaptability and “intermediate phase” in randomly connected networks. Phys. Rev. Lett. 94, 208701 (2005). https://doi.org/10.1103/PhysRevLett.94.208701
G.S. Iannacchione, S. Park, C.W. Garland, R.J. Birgeneau, R.L. Leheny, Smectic ordering in liquid-crystal–aerosil dispersions. I. Scaling analysis. Phys. Rev. E 67, 011709 (2003). https://doi.org/10.1103/PhysRevE.67.011709
T. Bellini, M. Buscaglia, C. Chiccoli, F. Mantegazza, P. Pasini, C. Zannoni, Nematics with quenched disorder: what is left when long range order is disrupted? Phys. Rev. Lett. 85, 1008 (2000). https://doi.org/10.1103/PhysRevLett.85.1008
T. Jin, D. Finotello, Controlling disorder in liquid crystal aerosil dispersions. Phys. Rev. E 69, 041704 (2004). https://doi.org/10.1103/PhysRevE.69.041704
J. Fricke, Aerogels — highly tenuous solids with fascinating properties. J. Non-Cryst. Solids 100(1–3), 169–173 (1988). https://doi.org/10.1016/0022-3093(88)90014-2
A. Zidanšek, S. Kralj, G. Lahajnar, R. Blinc, Deuteron NMR study of liquid crystals confined in aerogel matrices. Phys. Rev. E 51, 3332 (1995). https://doi.org/10.1103/PhysRevE.51.3332
S. Kralj, A. Zidanšek, G. Lahajnar, S. Žumer, R. Blinc, Influence of surface treatment on the smectic ordering within porous glass. Phys. Rev. E 62, 718 (2000). https://doi.org/10.1103/PhysRevE.62.718
S. Kralj, A. Zidanšek, G. Lahajnar, S. Žumer, R. Blinc, Phase behaviour of liquid crystals confined to controlled porous glass studied by deuteron NMR. Phys. Rev. E 57, 3021 (1998). https://doi.org/10.1103/PhysRevE.57.3021
S. Kralj, A. Zidanšek, G. Lahajnar, I. Muševič, S. Žumer, R. Blinc, M.M. Pintar, Nematic ordering in porous glasses: a deuterium NMR study. Phys. Rev. E 53, 3629 (1996). https://doi.org/10.1103/PhysRevE.53.3629
G.S. Iannacchione, C.W. Garland, J.T. Mang, T.P. Rieker, Calorimetric and small angle x-ray scattering study of phase transitions in octylcyanobiphenyl-aerosil dispersions. Phys. Rev. E 58(5), 5966 (1998). https://doi.org/10.1103/PhysRevE.58.5966
D.S. Fisher, G.M. Grinstein, A. Khurana, Theory of random magnets. Phys. Today 41(12), 56–67 (1988). https://doi.org/10.1063/1.881141
Y. Imry, S. Ma, Random-field instability of the ordered state of continuous symmetry. Phys. Rev. Lett 35, 1399–1401 (1975). https://doi.org/10.1103/PhysRevLett.35.1399
A.B. Harris, Effect of random defects on critical behaviour of Ising models. J. Phys. C: Solid State Phys. 7, 1671–1692 (1974). https://doi.org/10.1088/0022-3719/7/9/009
A. Aharony, Critical behaviour of amorphous magnets. Phys. Rev. B 12, 1038–1048 (1975). https://doi.org/10.1103/PhysRevB.12.1038
A.I. Larkin, Effect of inhomogeneities on structure of mixed state of superconductors. Sov. Phys. JETP 31, 784–791 (1970)
A. Aharony, E. Pytte, Infinite susceptibility phase in random uniaxial anisotropy magnets. Phys. Rev. Lett. 45, 1583–1586 (1980). https://doi.org/10.1103/PhysRevLett.45.1583
T. Giamarchi, P. Le Doussal, Elastic theory of flux lattices in the presence of weak disorder. Phys. Rev. B 52, 1242–1270 (1995). https://doi.org/10.1103/PhysRevB.52.1242
A. Roshi, G.S. Iannacchione, P.S. Clegg, R.J. Birgeneau, Evolution of the isotropic-to-nematic phase transition in octyloxycyanobiphenyl+aerosil dispersions. Phys. Rev. E 69, 031703 (2004). https://doi.org/10.1103/PhysRevE.69.031703
B. Zhou, G.S. Iannacchione, C.W. Garland, T. Bellini, Random-field effects on the nematic–smectic-A phase transition due to silica aerosil particles. Phys. Rev. E 55, 2962 (1997). https://doi.org/10.1103/PhysRevE.55.2962
M. Marinelli, F. Mercuri, S. Paoloni, U. Zammit, Dynamics of nematic liquid crystal with quenched disorder in the random dilution and random field regimes. Phys. Rev. Lett. 95, 237801 (2005). https://doi.org/10.1103/PhysRevLett.95.237801
C.C. Retsch, I. McNulty, G.S. Iannacchione, Elastic coupling of silica gel dynamics in a liquid-crystal–aerosil dispersion. Phys. Rev. E 65, 032701 (2002). https://doi.org/10.1103/PhysRevE.65.032701
N. León, J.-P. Korb, I. Bonalde, P. Levitz, Universal nuclear spin relaxation and long-range order in nematics strongly confined in mass fractal silica gels. Phys. Rev. Lett. 92, 195504 (2004). https://doi.org/10.1103/PhysRevLett.92.195504
T. Bellini, N.A. Clark, V. Degiorgio, F. Mantegazza, G. Natale, Light-scattering measurement of the nematic correlation length in a liquid crystal with quenched disorder Phys. Rev. E 57, 2996 (1998). https://doi.org/10.1103/PhysRevE.57.2996
S. Park, R.L. Leheny, R.J. Birgeneau, J.-L. Gallani, C.W. Garland, G.S. Iannacchione, Hydrogen-bonded silica gels dispersed in a smectic liquid crystal: a random field XY system. Phys. Rev. E 65, 050703(R) (2002). https://doi.org/10.1103/PhysRevE.65.050703
R.L. Leheny, S. Park, R.J. Birgeneau, J.-L. Gallani, C.W. Garland, G.S. Iannacchione, Smectic ordering in liquid-crystal–aerosil dispersions. I. X-ray scattering. Phys. Rev. E 67, 011708 (2003). https://doi.org/10.1103/PhysRevE.67.011708
T. Bellini, N.A. Clark, C.D. Muzny, L. Wu, C.W. Garland, D.W. Schaefer, B.J. Oliver, Phase behaviour of the liquid crystal 8CB in a silica aerogel. Phys. Rev. Lett. 69, 788 (1992). https://doi.org/10.1103/PhysRevLett.69.788
N.A. Clark, T. Bellini, R.M. Malzbender, B.N. Thomas, A.G. Rappaport, C.D. Muzny, D.W. Schaefer, L. Hrubesh, X-ray scattering study of smectic ordering in a silica aerogel. Phys. Rev. Lett. 71, 3505 (1993). https://doi.org/10.1103/PhysRevLett.71.3505
X.-L. Wu, W.I. Goldburg, M.X. Liu, J.Z. Xue, Slow dynamics of isotropic-nematic phase transition in silica gels. Phys. Rev. Lett. 69, 470 (1992). https://doi.org/10.1103/PhysRevLett.69.470
S. Kralj, G. Lahajnar, A. Zidanšek, N. Vrbančič-Kopač, M. Vilfan, R. Blinc, M. Kosec, Deuterium NMR of a pentylcyanobiphenyl liquid crystal confined in a silica aerogel matrix. Phys. Rev. E 48, 340 (1993). https://doi.org/10.1103/PhysRevE.48.340
F. M. Aliev, M. N. Breganov, Electric polarization and dynamics of molecular motion of polar liquid crystals in microporesand macropores, Zh. Eksp. Teor. Fiz 95, 122–138 (1989) [Sov. Phys. JETP 68,70 (1989)]
M.D. Dadmun, M. Muthukumar, The nematic to isotropic transition of a liquid crystal in porous media. J. Chem. Phys. 98, 4850 (1993). https://doi.org/10.1063/1.464994
Z. Kutnjak, S. Kralj, G. Lahajnar, S. Žumer, Calorimetric study of octylcyanobiphenyl liquid crystal confined to controlled porous glass. Phys. Rev. E 68, 021705–021712 (2003). https://doi.org/10.1103/PhysRevE.68.021705
Z. Kutnjak, S. Kralj, G. Lahajnar, S. Žumer, Thermal study of octylcyanobiphenyl liquid crystal confined to controlled-pore glass. Fluid Phase Equilib. 222–223, 275–281 (2004). https://doi.org/10.1016/j.fluid.2004.06.005
Z. Kutnjak, S. Kralj, G. Lahajnar, S. Žumer, Influence of finite size and wetting on nematic and smectic phase behaviour of liquid crystal confined to controlled-pore matrices. Phys. Rev. E 70, 51703–51711 (2004). https://doi.org/10.1103/PhysRevE.70.051703
A. Zidanšek, S. Kralj, R. Repnik, G. Lahajnar, M. Rappolt, H. Amenitsch, S. Bernstorff, Smectic ordering of octylcyanobiphenyl confined to control porous glasses. J. Phys. Cond. Matter 12, A431–A436 (2000). https://doi.org/10.1088/0953-8984/12/8A/359
S. Kralj, A. Zidanšek, G. Lahajnar, S. Žumer, R. Blinc, Influence of surface treatment on the smectic ordering within porous glass. Phys. Rev. E. 62, 718–725 (2000). https://doi.org/10.1103/PhysRevE.62.718
A. Zidanšek, G. Lahajnar, S. Kralj, Phase transitions in 8CB liquid crystal confined to a controlled-pore glass: deuteron NMR and small angle X-ray scattering studies. Appl. Magn. Reson. 27, 311–319 (2004). https://doi.org/10.1007/BF03166325
S. Kralj, G. Cordoyiannis, A. Zidanšek, G. Lahajnar, H. Amenitsch, S. Žumer, Z. Kutnjak, Presmectic wetting and supercritical-like phase behaviour of octylcyanobiphenyl liquid crystal confined to controlled-pore glass matrices. J. Chem. Phys. 127, 154905 (2007). https://doi.org/10.1063/1.2795716
H. Yao, K. Ema, C.W. Garland, Nonadiabatic scanning calorimeter. Rev. Sci. Instrum. 69, 172 (1998)
B.I. Halperin, T.C. Lubensky, S.K. Ma, First-order phase transitions in superconductors and smectic-A liquid crystals. Phys. Rev. Lett. 32, 292 (1974)
J. Thoen, G. Cordoyiannis, P. Losada-Perez, C. Glorieux, High-resolution investigation by Peltier-element-based adiabatic scanning calorimetry of binary liquid crystal mixtures with enhanced nematic ranges. J. Mol. Liq. 340, 117204 (2021). https://doi.org/10.1016/j.molliq.2021.117204
M.A. Anisimov, P.E. Cladis, E.E. Gorodetskii, D.A. Huse, V.E. Podneks, V.G. Taratuta, W. van Saarloos, V.P. Voronov, Experimental test of a fluctuation-induced first-order phase transition: the nematic-smectic-A transition. Phys. Rev. A 41, 6749 (1999)
M. Campostrini, A. Pelissetto, P. Rossi, E. Vicari, The critical equation of state for three-dimensional XY systems. Phys. Rev. B 62, 5843 (2000)
P.A. Lebwohl, G. Lasher, Nematic-liquid-crystal order—a Monte Carlo calculation. Phys. Rev. A 6, 426 (1972). https://doi.org/10.1103/PhysRevA.6.426
U. Fabbri, C. Zannoni, A Monte Carlo investigation of the Lebwohl-Lasher lattice model in the vicinity of its orientational phase transition. Mol. Phys. 58, 763 (1986). https://doi.org/10.1080/00268978600101561
W. Maier, A. Saupe, Eine einfache molekulare Theorie des nematischen kristallinflüssigen Zustandes. Z. Naturforsch. 13, 564 (1958). https://doi.org/10.1515/zna-1958-0716
S.V. Fridrikh, E.M. Terentjev, Order-disorder transition in an external field in random ferromagnets and nematic elastomers. Phys. Rev. Lett. 79, 4661 (1997). https://doi.org/10.1103/PhysRevLett.79.4661
S.V. Fridrikh, E.M. Terentjev, Polydomain-monodomain transition in nematic elastomers. Phys. Rev. E 60, 1847 (1999). https://doi.org/10.1103/PhysRevE.60.1847
D. J. Cleaver, S. Kralj, T. J. Sluckin, M. P. Allen, Liquid Crystals in Complex Geometries Formed by Polymer and Porous Networks, 1st edition (Edited by G.P. Crawford & S. Žumer, Taylor and Francis Group, London, 1996)
R. Harris, M.J. Plischke, M.J. Zuckermann, New model for amorphous magnetism. Phys. Rev. Lett. 31, 160 (1973). https://doi.org/10.1103/PhysRevLett.31.160
D.R. Denholm, T.J. Sluckin, Monte Carlo studies of two-dimensional random-anisotropy magnets. Phys. Rev. B 48, 901 (1993). https://doi.org/10.1103/PhysRevB.48.901
R. Eppenga, D. Frenkel, Monte Carlo study of the isotropic and nematic phases of infinitely thin hard platelets. Mol. Phys. 52, 1303 (1984). https://doi.org/10.1080/00268978400101951
S. Kralj, G. Cordoyiannis, D. Jesenek, A. Zidanšek, G. Lahajnar, N. Novak, H. Amenitsch, Z. Kutnjak, Dimensional crossover and scaling behaviour of a smectic liquid crystal confined to controlled-pore glass matrices. Soft Matter 8, 2460 (2012). https://doi.org/10.1039/c1sm06884a
S. Kralj, G. Cordoyiannis, D. Jesenek, G. Lahajnar, Z. Kutnjak, Memory-controlled smectic wetting of liquid crystals confined to controlled-pore matrices. Fluid. Phase Equilib. 351, 87 (2013). https://doi.org/10.1016/j.fluid.2012.09.041
Acknowledgements
The authors acknowledge support from the Slovenian Research Agency grants P1-0099, P1-0125, P2-0348, and J1-2457.
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The paper is associated with the International Seminar on Soft Matter & Food – Physico-Chemical Models & Socio-Economic Parallels, 1st Polish-Slovenian Edition, Celestynów, Poland, 22–23 November, 2021; Directors: Aleksandra Drozd-Rzoska (Institute of High Pressure Physics PAS, Warsaw, Poland) and Samo Kralj (University of Maribor, Maribor, Slovenia).
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Appendices
Appendix A
Mesoscopic bulk LC behaviour
Below we present a simple phenomenological description of the LC ordering using the Landau-de Gennes–Ginzburg [8]-type phenomenological description.
The orientational ordering is presented by the nematic tensor order parameter \(\underline{Q}\). The latter allows both uniaxial and biaxial states. In this presentation, we neglect biaxial states and consequently, we use the parametrisation in terms of the nematic director field \(\overrightarrow{n}\) and the nematic uniaxial order parameter S as
Note that states with S > 0 (S < 0) determine to prolate (oblate) uniaxial shapes in the mesoscopic geometric presentation of nematic order. In bulk equilibrium \(\underline{Q}\) is spatially homogeneous.
The SmA layering is described by the complex order parameter in terms of the smectic phase \(\phi \) and the translational order parameter amplitude \(\eta :\)
It approximately describes the LC mass density spatial variation \(\rho ={\rho }_{0}\left(1+\psi +{\psi }^{*}\right),\) where \({\rho }_{0}\) is a constant. In bulk equilibrium \(\eta \) is spatially homogeneous, \(\phi ={q}_{0}\overrightarrow{n}.\overrightarrow{r}\) and the periodicity \({q}_{0}=2\pi /{d}_{0}\) determines the smectic layer spacing d0.
Thermotropic LCs exhibiting either an I-N-SmA phase sequence or a direct I-SmA phase transition are considered below. In addition, we consider cases where LC is either confined by an interface (e.g., in CPG matrices) or encloses NPs (e.g., aerosils).
The free energy F of the system is expressed as
where the first integral runs over the LC body and the second integral over the interfaces in contact with LC. Using minimal model, we express the free energy densities in Eq. (A3) as
The condensation nematic \({(f}_{c}^{(n)})\), condensation smectic \({(f}_{c}^{(s)})\), and the coupling \(\left({f}_{cp}\right)\) terms determine the equilibrium value of the nematic (\(S={S}_{eq}\)) and smectic (\(\eta ={\eta }_{eq}\)) order parameter in bulk elastically undistorted samples. The quantities \({a}_{n},{b}_{n},{c}_{n},{T}_{n}^{*},\) \({a}_{s},{b}_{s},{T}_{s}^{*},D\) are positive material constants. In particular, \(D\) determines the coupling strength between the nematic and the smectic order parameters. The nematic and smectic elastic properties are determined by the nematic elastic constant L (we use the approximation of equal nematic elastic constants) and the smectic compressibility \({(C}_{\parallel })\) and smectic bend \({(C}_{\perp })\) elastic constant. The positive nematic elastic constant enforces spatially homogeneous nematic order. Furthermore, the positive smectic elastic constants enforce smectic layer spacing \({d}_{0}=2\pi /{q}_{0}\) and orientation of \(\overrightarrow{n}\) along the smectic layer normal. The interfacial terms are characterised by positive nematic (\({W}_{n}\)) and smectic \({(W}_{s})\) surface interaction strengths, and \(\overrightarrow{e}\) stands for the easy (i.e., local interface preferred) orientation. Such surface interaction terms tend to support LC ordering.
If the nematic and smectic order parameters are decoupled (D = 0) the equilibrium phase behaviour is as follows. The isotropic supercooling temperature is equal to \({T}_{n}^{*}\), and the first order I-N phase transition takes place at \({T}_{IN}={T}_{n}^{*}+\frac{{b}_{n}^{2}}{24{a}_{n}{c}_{n}}\). Above and below \({T}_{IN}\) it holds \({S}_{eq}\left[T>{T}_{IN}\right]=0\) and \({S}_{eq}\left[T\le {T}_{IN}\right]={S}_{0}\frac{3+\sqrt{9-8\left(T-{T}_{n}^{*}\right)/({T}_{IN}-{T}_{n}^{*})}}{4}\), where \({S}_{0}={S}_{eq}\left[T={T}_{IN}\right]=\frac{{b}_{n}}{4{c}_{n}}.\) The second order N-SmA phase transition is realised at \({T}_{NA}={T}_{s}^{*}<{T}_{IN}.\) It holds \({\eta }_{eq}\left[T>{T}_{NA}\right]=0\) and \({\eta }_{eq}\left[T\le {T}_{NA}\right]={\eta }_{0}\sqrt{{(T}_{NA}-T)/{T}_{NA}}\), \({\eta }_{0}=\sqrt{{T}_{NA}{a}_{s}/(2{b}_{s})}\).
In the case of coupled order parameters it is convenient to introduce scaled order parameter amplitudes: \(\widetilde{S}=\frac{S}{{S}_{0}}, \widetilde{\eta }=\frac{\eta }{{\eta }_{0}},\) dimensionless temperatures \({r}_{n}=\frac{\left(T-{T}_{n}^{*}\right)}{{T}_{IN}-{T}_{n}^{*}}\) and \({r}_{s}=\frac{\left(T-{T}_{s}^{*}\right)}{{T}_{s}^{*}}\), the dimensionless free energy density \(\widetilde{f}=\frac{3f}{{a}_{n}{(T}_{IN}-{T}_{n}^{*}){s}_{0}^{2}}\), where \(f={f}_{c}^{(n)}+{f}_{e}^{(n)}+{f}_{c}^{(s)}+{f}_{e}^{(s)}+{f}_{cp},\) and the dimensionless coupling strength \(\widetilde{D}=\frac{3D{a}_{s}^{2}{T}_{s}^{*}{\eta }_{0}^{2}}{{2a}_{n}{(T}_{IN}-{T}_{n}^{*}){s}_{0}^{2}}.\) In the absence of elastic distortions it follows
where \(\Omega =\frac{3{a}_{s}^{2}{T}_{s}^{*}{\eta }_{0}^{2}}{{2a}_{n}{(T}_{IN}-{T}_{n}^{*}){S}_{0}^{2}}\). The equilibrium LC order is obtained by minimizing \(\widetilde{f}\) with respect to \(\widetilde{S}\) and \(\widetilde{\eta }\). On increasing \(\widetilde{D}\) two qualitative changes in LC behaviour appear, which are determined by the critical \({\widetilde{D}}_{c}^{(1)}\) and \({\widetilde{D}}_{c}^{(2)}\). Below \({\widetilde{D}}_{c}^{(1)}\) the N-SmA phase transition is continuous and discontinuous in the regime \({\widetilde{D}}_{c}^{(1)}<\widetilde{D}<{\widetilde{D}}_{c}^{(2)}\). For \(\widetilde{D}>{\widetilde{D}}_{c}^{(2)}\) the system exhibits a first order I-SmA phase transition.
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Zidanšek, A., Hölbl, A., Ranjkesh, A. et al. Impact of random-field-type disorder on nematic liquid crystalline structures. Eur. Phys. J. E 45, 63 (2022). https://doi.org/10.1140/epje/s10189-022-00217-y
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DOI: https://doi.org/10.1140/epje/s10189-022-00217-y