Abstract
A drop bouncing on a vertically vibrated surface may self-propel forward by standing waves and travels along a fluid interface. This system called walking drop forms a non-quantum wave-particle association at the macroscopic scale. The dynamics of one particle has triggered many investigations and has resulted in spectacular experimental results in the last decade. We investigate numerically the dynamics of an assembly of walkers, i.e., a large number of walking drops evolving on a unbounded fluid interface in the presence of a confining potential acting on the particles. We show that even if the individual trajectories are erratic, the system presents a well-defined ordered internal structure that remains invariant to parameter variations such as the number of drops, the memory time and the bath radius. We rationalize such non-stationary self-organization in terms of the symmetry of the waves and show that oscillatory pair potentials form a wavy collective state of active matter.
Graphic abstract
Similar content being viewed by others
Data Availability Statement
The C++ numerical code to adapt to various platforms with a Readme file is available at the link repository https://mycore.core-cloud.net/index.php/s/qlFPCxcMHDEjQr6.
References
Y. Couder, S. Protière, E. Fort, A. Boudaoud, Nature 437, 208 (2005). https://doi.org/10.1038/437208a
J.W.M. Bush, Annu. Rev. Fluid Mech. 47, 269 (2015). https://doi.org/10.1146/annurev-fluid-010814-014506
J.W.M. Bush, A.U. Oza, Rep. Progr. Phys. 84, 017001 (2021)
J. Walker, Sci. Am. 238, 151 (1978)
S. Protiere, A. Boudaoud, Y. Couder, J. Fluid Mech. 554, 85 (2006)
Y. Couder, E. Fort, C. Gautier, A. Boudaoud, Phys. Rev. Lett. 94, 177801 (2005)
N. Vandewalle, D. Terwagne, K. Mulleners, T. Gilet, S. Dorbolo, Phys. Rev. Lett. 100 (2008)
A. Eddi, E. Sultan, J. Moukhtar, E. Fort, M. Rossi, Y. Couder, J. Fluid Mech. 674, 433 (2011). https://doi.org/10.1017/S0022112011000176
J. Moláček, J.W.M. Bush, J. Fluid Mech. 727, 612 (2013). https://doi.org/10.1017/jfm.2013.280
J. Moláček, J.W.M. Bush, J. Fluid Mech. 727, 582 (2013). https://doi.org/10.1017/jfm.2013.279
A.U. Oza, R.R. Rosales, J.W.M. Bush, J. Fluid Mech. 737, 552 (2013)
P.A. Milewski, C.A. Galeano-Rios, A. Nachbin, J.W.M. Bush, J. Fluid Mech. 778, 361 (2015). https://doi.org/10.1017/jfm.2015.386
M. Durey, P.A. Milewski, J. Fluid Mech. 821, 296 (2017). https://doi.org/10.1017/jfm.2017.235
M. Faraday, Philosophical transactions of the royal society of London 121, 299 (1831) http://www.jstor.org/stable/107936
J. Miles, D. Henderson, Annu. Rev. Fluid Mech. 22, 143 (1990)
T.B. Benjamin, F. Ursell, Proc. Royal Soc. Lond. A 225, 505 (1954)
Y. Couder, E. Fort, Phys. Rev. Lett. 97, 1 (2006)
G. Pucci, D.M. Harris, L.M. Faria, J.W.M. Bush, J. Fluid Mech. 835, 1136–1156 (2018). https://doi.org/10.1017/jfm.2017.790
C. Ellegaard, M.T. Levinsen, Phys. Rev. E 102, 023115 (2020). https://doi.org/10.1103/PhysRevE.102.023115
D.M. Harris, J. Moukhtar, E. Fort, Y. Couder, J.W.M. Bush, Phys. Rev. E 88, 011001 (2013). https://doi.org/10.1103/PhysRevE.88.011001
T. Gilet, Phys. Rev. E 90, 052917 (2014). https://doi.org/10.1103/PhysRevE.90.052917
T. Gilet, Phys. Rev. E (2016). https://doi.org/10.1103/PhysRevE.93.042202
P.J. Sáenz, T. Cristea-Platon, J.W.M. Bush, Nat. Phys. 14, 315 (2018). https://doi.org/10.1038/s41567-017-0003-x
M. Durey, P.A. Milewski, Z. Wang, J. Fluid Mech. 891, A3 (2020). https://doi.org/10.1017/jfm.2020.140
E. Fort, A. Eddi, A. Boudaoud, J. Moukhtar, Y. Couder, Proc. Natl. Acad. Sci. 107, 17515 (2010). https://doi.org/10.1073/pnas.1007386107
M. Labousse, A. U. Oza, S. Perrard, and J. W. M. Bush, Phys. Rev. E 93 (2016)
A.U. Oza, D.M. Harris, R.R. Rosales, J.W.M. Bush, J. Fluid Mech. 744, 404 (2014). https://doi.org/10.1017/jfm.2014.50
S. Perrard, M. Labousse, M. Miskin, E. Fort, Y. Couder, Nat. Commun. 5, 3219 (2014). https://doi.org/10.1038/ncomms4219
S. Perrard, M. Labousse, E. Fort, Y. Couder, Phys. Rev. Lett. 113, 104101 (2014). https://doi.org/10.1103/PhysRevLett.113.104101
M. Labousse, S. Perrard, Y. Couder, E. Fort, New J. Phys. 16, 113027 (2014). https://doi.org/10.1088/1367-2630/16/11/113027
P.J. Sáenz, T. Cristea-Platon, J.W.M. Bush, Sci. Adv. (2020). https://doi.org/10.1126/sciadv.aay9234
M. Hubert, S. Perrard, M. Labousse, N. Vandewalle, Y. Couder, Phys. Rev. E 100, 032201 (2019). https://doi.org/10.1103/PhysRevE.100.032201
V. Bacot, S. Perrard, M. Labousse, Y. Couder, E. Fort, Phys. Rev. Lett. 122, 104303 (2019). https://doi.org/10.1103/PhysRevLett.122.104303
M. Durey, P.A. Milewski, J.W.M. Bush, Chaos: Interdiscip. J. Nonlinear Sci. 28, 096108 (2018). https://doi.org/10.1063/1.5030639
M. Durey, Chaos: Interdiscip. J. Nonlinear Sci. 30, 103115 (2020). https://doi.org/10.1063/5.0020775
M. Durey, J.W.M. Bush, Chaos: Interdiscip. J. Nonlinear Sci. 31, 033136 (2021)
M. Durey, S. Turton, J.W.M. Bush, Proc. Royal Soc. A 476, 2239 (2020)
O. Devauchelle, E. Lajeunesse, F. James, C. Josserand, P. Lagrée, Comptes Rendus. Mécanique 438, 591 (2020). https://doi.org/10.5802/crmeca.25
R.N. Valani, A.C. Slim, D.M. Paganin, T.P. Simula, T. Vo, Phys. Rev. E 104, 015106 (2021). https://doi.org/10.1103/PhysRevE.104.015106
M. Hubert, S. Perrard, N. Vandewalle, M. Labousse, Nat. Commun. 13, 4357 (2022)
S. Turton, M. Couchman, J. Bush, Chaos 28, 096111 (2018)
C. Borghesi, J. Moukhtar, M. Labousse, A. Eddi, E. Fort, Y. Couder, Phys. Rev. E - Stat., Nonlinear, Soft Matter 90, 063017 (2014). https://doi.org/10.1103/PhysRevE.90.063017
R.N. Valani, A.C. Slim, Chaos 28, 096114 (2018). https://doi.org/10.1063/1.5032128
J. Arbelaiz, A.U. Oza, J.W.M. Bush, Phys. Rev. Fluids 3, 013604 (2018). https://doi.org/10.1103/PhysRevFluids.3.013604
M.M.P. Couchman, S.E. Turton, J.W.M. Bush, J. Fluid Mech. 871, 212 (2019). https://doi.org/10.1017/jfm.2019.293
A. Eddi, J. Moukhtar, S. Perrard, E. Fort, Y. Couder, Phys. Rev. Lett. 108 (2012)
A.U. Oza, E. Siéfert, D.M. Harris, J. Moláček, J.W.M. Bush, Phys. Rev. Fluids 2, 053601 (2006)
K. Papatryfonos, M. Ruelle, C. Bourdiol, A. Nachbin, B. J. W. M., and M. Labousse, Commun. Phys.5, 142 (2022)
V. Frumkin, J.M. Bush, K. Papatryfonos, Phys Rev, Lett. 130, 064002 (2023)
K. Papatryfonos, L. Vervoort, A. Nachbin, M. Labousse, and J. W. M. Bush, ArXiv preprint (2022)
A. Eddi, A. Decelle, E. Fort, and Y. Couder, Europhys. Lett. 87 (2009)
A. Eddi, A. Boudaoud, and Y. Couder, Euro. Phys. Lett. 94 (2011)
M.M.P. Couchman, D.J. Evans, J.W.M. Bush, Symmetry 14, 1524 (2022). https://doi.org/10.3390/sym14081524
B. Filoux, M. Hubert, N. Vandewalle, Phys. Rev. E 92, 041004 (2015). https://doi.org/10.1103/PhysRevE.92.041004
B. Filoux, M. Hubert, P. Schlagheck, N. Vandewalle, Phys. Rev. Fluids 2, 013601 (2017). https://doi.org/10.1103/PhysRevFluids.2.013601
N. Vandewalle, B. Filoux, and M. Hubert, arXiv preprint (2019)
M.M.P. Couchman, J.W.M. Bush, J. Fluid Mech. 903, A49 (2020)
S.J. Thomson, M.M.P. Couchman, J.W.M. Bush, Phys. Rev. Fluids 5, 083601 (2020)
S.J. Thomson, M. Durey, R.R. Rosales, Proc. R. Soc. Lond. Ser. A 476, 20200155 (2020). https://doi.org/10.1098/rspa.2020.0155
S.J. Thomson, M. Durey, R.R. Rosales, Phys. Rev. E 103, 062215 (2021). https://doi.org/10.1103/PhysRevE.103.062215
L. Barnes, G. Pucci, A.U. Oza, Comptes Rendus Mécanique 348, 573 (2020). https://doi.org/10.5802/crmeca.30
P.J. Sáenz, G. Pucci, S.E. Turton, A. Goujon, R.R. Rosales, J. Dunkel, J.W.M. Bush, Nature 596, 58 (2021)
C.A. Galeano-Rios, P.A. Milewski, J.-M. Vanden-Broeck, J. Fluid Mech. 873, 856 (2019). https://doi.org/10.1017/jfm.2019.409
L. Rayleigh, Phil. Mag. 16 (1883)
S. Douady, J. Fluid Mech. 221, 383 (1990)
K. Kumar, L.S. Tuckerman, J. Fluid Mech. 279, 49 (1994)
K. Kumar, Proc. Royal Soc. A 452, 1113 (1996)
S. Protière, A. Boudaoud, Y. Couder, J. Fluid Mech. 554, 85 (2006). https://doi.org/10.1017/S0022112006009190
L. Tadrist, J.-B. Shim, T. Gilet, P. Schlagheck, J. Fluid Mech. 848, 906 (2018)
M. Labousse, Etude d’une dynamique à mémoire de chemin: une expérimentation théorique, Ph.D. thesis, Université Pierre et Marie Curie-Paris VI (2014)
L. Tambasco and J. Bush, Chaos (Focus Issue: Hydrodynamic Quantum Analogs) 28, 096115 (2018)
F. Olver, D. Lozier, R.F. Boisvert, C.W. Clark, NIST Handbook of Mathematical Functions (Cambridge University Press, Cambridge, 2010), p.247
Author information
Authors and Affiliations
Contributions
Conceptualization was contributed by ML. Methodology was contributed by AH and ML. Investigation was contributed by AH and ML. Visualization was contributed by AH. Project administration was contributed by ML. Supervision was contributed by ML. Writing—original draft, was contributed by ML. Writing—review and editing, was contributed by AH, ML.
Corresponding author
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Hélias, A., Labousse, M. Statistical self-organization of an assembly of interacting walking drops in a confining potential. Eur. Phys. J. E 46, 29 (2023). https://doi.org/10.1140/epje/s10189-023-00288-5
Received:
Accepted:
Published:
DOI: https://doi.org/10.1140/epje/s10189-023-00288-5