Reuse & Permissions

It is not necessary to obtain permission to reuse this article or its components as it is available under the terms of the Creative Commons Attribution 4.0 International license. This license permits unrestricted use, distribution, and reproduction in any medium, provided attribution to the author(s) and the published article's title, journal citation, and DOI are maintained. Please note that some figures may have been included with permission from other third parties. It is your responsibility to obtain the proper permission from the rights holder directly for these figures.

Export citation

Export citation

Choose format for download:

Download Citation
  • Letter
  • Open Access

Activity-induced droplet propulsion and multifractality

Nadia Bihari Padhan* and Rahul Pandit†

  • Centre for Condensed Matter Theory, Department of Physics, Indian Institute of Science, Bangalore 560012, India

  • *nadia@iisc.ac.in
  • †rahul@iisc.ac.in

Phys. Rev. Research 5, L032013 – Published 21 July, 2023

DOI: https://doi.org/10.1103/PhysRevResearch.5.L032013

Abstract

We elucidate the crucial role that confinement plays in collective and emergent behaviors in active- or living-matter systems by developing a minimal hydrodynamic model, without an orientational order parameter, for assemblies of contractile swimmers encapsulated in a droplet of a binary-fluid emulsion. Our model uses two coupled scalar order parameters, ϕ and ψ, which capture, respectively, the droplet interface and the activity of the contractile swimmers inside this droplet. These order parameters are also coupled to the velocity field u. At low activity, our model yields a self-propelling droplet whose center of mass (CM) displays rectilinear motion, powered by the spatiotemporal evolution of the field ψ, which leads to a time-dependent vortex dipole at one end of the droplet. As we increase the activity, this CM shows chaotic superdiffusive motion, which we characterize by its mean-square displacement; and the droplet interface exhibits multifractal fluctuations, whose spectrum of exponents we calculate. We explore the implications of our results for experiments on active droplets of contractile swimmers.

View figure in article

Physics Subject Headings (PhySH)

Article Text

Supplemental Material

References (62)

  1. S. Ramaswamy, Active matter, J. Stat. Mech. (2017) 054002.
  2. M. J. Bowick, N. Fakhri, M. C. Marchetti, and S. Ramaswamy, Symmetry, Thermodynamics, and Topology in Active Matter, Phys. Rev. X 12, 010501 (2022).
  3. M. C. Marchetti, J.-F. Joanny, S. Ramaswamy, T. B. Liverpool, J. Prost, M. Rao, and R. A. Simha, Hydrodynamics of soft active matter, Rev. Mod. Phys. 85, 1143 (2013).
  4. B. Mahault, Outstanding problems in the statistical physics of active matter, Ph.D. thesis, Universite Paris-Saclay, 2018.
  5. C. Castellano, S. Fortunato, and V. Loreto, Statistical physics of social dynamics, Rev. Mod. Phys. 81, 591 (2009).
  6. A. Bottinelli, D. T. J. Sumpter, and J. L. Silverberg, Emergent Structural Mechanisms for High-Density Collective Motion Inspired by Human Crowds, Phys. Rev. Lett. 117, 228301 (2016).
  7. C. Becco, N. Vandewalle, J. Delcourt, and P. Poncin, Experimental evidences of a structural and dynamical transition in fish school, Physica A 367, 487 (2006).
  8. W. Bialek, A. Cavagna, I. Giardina, T. Mora, E. Silvestri, M. Viale, and A. M. Walczak, Statistical mechanics for natural flocks of birds, Proc. Natl. Acad. Sci. 109, 4786 (2012).
  9. A. Cavagna, A. Cimarelli, I. Giardina, G. Parisi, R. Santagati, F. Stefanini, and M. Viale, Scale-free correlations in starling flocks, Proc. Natl. Acad. Sci. 107, 11865 (2010).
  10. C. Chen, S. Liu, X.-q. Shi, H. Chate, and Y. Wu, Weak synchronization and large-scale collective oscillation in dense bacterial suspensions, Nature (London) 542, 210 (2017).
  11. R. Wittkowski, A. Tiribocchi, J. Stenhammar, R. J. Allen, D. Marenduzzo, and M. E. Cates, Scalar field theory for active-particle phase separation, Nat. Commun. 5, 4351 (2014).
  12. M. E. Cates and J. Tailleur, Motility-induced phase separation, Annu. Rev. Condens. Matter Phys. 6, 219 (2015).
  13. G. Gonnella, D. Marenduzzo, A. Suma, and A. Tiribocchi, Motility-induced phase separation and coarsening in active matter, C. R. Phys. 16, 316 (2015).
  14. H. Wioland, F. G. Woodhouse, J. Dunkel, J. O. Kessler, and R. E. Goldstein, Confinement Stabilizes a Bacterial Suspension into a Spiral Vortex, Phys. Rev. Lett. 110, 268102 (2013).
  15. D. Huang, Y. Du, H. Jiang, and Z. Hou, Emergent spiral vortex of confined biased active particles, Phys. Rev. E 104, 034606 (2021).
  16. G. Ramos, M. L. Cordero, and R. Soto, Bacteria driving droplets, Soft Matter 16, 1359 (2020).
  17. V. Zaburdaev, S. Denisov, and J. Klafter, Lévy walks, Rev. Mod. Phys. 87, 483 (2015).
  18. V. S. Akella, R. Rajesh, and M. V. Panchagnula, Lévy walking droplets, Phys. Rev. Fluids 5, 084002 (2020).
  19. T. Gao and Z. Li, Self-Driven Droplet Powered By Active Nematics, Phys. Rev. Lett. 119, 108002 (2017).
  20. E. Tjhung, D. Marenduzzo, and M. E. Cates, Spontaneous symmetry breaking in active droplets provides a generic route to motility, Proc. Natl. Acad. Sci. 109, 12381 (2012).
  21. L. J. Ruske and J. M. Yeomans, Morphology of Active Deformable 3D Droplets, Phys. Rev. X 11, 021001 (2021).
  22. J. M. Yeomans, D. O. Pushkin, and H. Shum, An introduction to the hydrodynamics of swimming microorganisms, Eur. Phys. J.: Spec. Top. 223, 1771 (2014).
  23. A. A. Fragkopoulos, J. Vachier, J. Frey, F.-M. Le Menn, M. G. Mazza, M. Wilczek, D. Zwicker, and O. Baumchen, Self-generated oxygen gradients control collective aggregation of photosynthetic microbes, J. R. Soc., Interface 18, 20210553 (2021).
  24. A. Zöttl and H. Stark, Emergent behavior in active colloids, J. Phys.: Condens. Matter 28, 253001 (2016).
  25. J. R. Howse, R. A. L. Jones, A. J. Ryan, T. Gough, R. Vafabakhsh, and R. Golestanian, Self-Motile Colloidal Particles: From Directed Propulsion to Random Walk, Phys. Rev. Lett. 99, 048102 (2007).
  26. N. Pal, P. Perlekar, A. Gupta, and R. Pandit, Binary-fluid turbulence: Signatures of multifractal droplet dynamics and dissipation reduction, Phys. Rev. E 93, 063115 (2016).
  27. P. Perlekar, N. Pal, and R. Pandit, Two-dimensional turbulence in symmetric binary-fluid mixtures: Coarsening arrest by the inverse cascade, Sci. Rep. 7, 44589 (2017).
  28. A. Tiribocchi, R. Wittkowski, D. Marenduzzo, and M. E. Cates, Active Model H: Scalar Active Matter in a Momentum-Conserving Fluid, Phys. Rev. Lett. 115, 188302 (2015).
  29. M. R. Shaebani, A. Wysocki, R. G. Winkler, G. Gompper, and H. Rieger, Computational models for active matter, Nat. Rev. Phys. 2, 181 (2020).
  30. G. Ariel, A. Rabani, S. Benisty, J. D. Partridge, R. M. Harshey, and A. Be'Er, Swarming bacteria migrate by Lévy walk, Nat. Commun. 6, 8396 (2015).
  31. G. Ariel, A. Be'er, and A. Reynolds, Chaotic Model for Lévy Walks in Swarming Bacteria, Phys. Rev. Lett. 118, 228102 (2017).
  32. D. Elhmaïdi, A. Provenzale, and A. Babiano, Elementary topology of two-dimensional turbulence from a lagrangian viewpoint and single-particle dispersion, J. Fluid Mech. 257, 533 (1993).
  33. S. Mukherjee, R. K. Singh, M. James, and S. S. Ray, Anomalous Diffusion and Lévy Walks Distinguish Active from Inertial Turbulence, Phys. Rev. Lett. 127, 118001 (2021).
  34. P. M. Chaikin, T. C. Lubensky, and T. A. Witten, Principles of Condensed Matter Physics, Vol. 10 (Cambridge University Press, Cambridge, 1995).
  35. P. C. Hohenberg and B. I. Halperin, Theory of dynamic critical phenomena, Rev. Mod. Phys. 49, 435 (1977).
  36. See Supplemental Material at http://link.aps.org/supplemental/10.1103/PhysRevResearch.5.L032013 for the detailed calculations, simulation parameters, additional figures, and details of the supplemental movies.
  37. The active-matter terminology and the conventional fluid-dynamics nomenclature are slightly different. In the fluid-dynamics sense, both ϕ and ψ are active scalars insofar as they affect the velocity field u. However, in the active-matter sense, ψ is active but ϕ is not.
  38. C. Canuto, M. Y. Hussaini, A. Quarteroni, A. Thomas Jr. , Spectral Methods in Fluid Dynamics (Springer Science Business Media, New York, 2012).
  39. S. M. Cox and P. C. Matthews, Exponential time differencing for stiff systems, J. Comput. Phys. 176, 430 (2002).
  40. P. G. Moerman, P. C. Hohenberg, E. Vanden-Eijnden, and J. Brujic, Emulsion patterns in the wake of a liquid-liquid phase separation front, Proc. Natl. Acad. Sci. 115, 3599 (2018).
  41. We have explicitly checked that the precise direction of droplet propulsion depends on the realization of the random distribution of ψ0(x) in the initial condition.
  42. L. Bai and D. Breen, Calculating center of mass in an unbounded 2d environment, J. Graph. Tools 13, 53 (2008).
  43. S. Jaffard, B. Lashermes, and P. Abry, Wavelet leaders in multifractal analysis, in Wavelet Analysis and Applications (Springer, New York, 2006), pp. 201–246.
  44. H. Wendt and P. Abry, Multifractality tests using bootstrapped wavelet leaders, IEEE Trans. Signal Proc. 55, 4811 (2007).
  45. N. Padhan, K. Kiran, and R. Pandit, Homogeneous and isotropic turbulence in the active Cahn-Hilliard-Navier-Stokes model(unpublished).
  46. R. Alert, J. Casademunt, and J.-F. Joanny, Active turbulence, Annu. Rev. Condens. Matter Phys. 13, 143 (2022).
  47. K. V. Kiran, A. Gupta, A. K. Verma, and R. Pandit, Irreversibility in bacterial turbulence: Insights from the mean-bacterial-velocity model, Phys. Rev. Fluids 8, 023102 (2023).
  48. A. Groisman and V. Steinberg, Elastic turbulence in a polymer solution flow, Nature (London) 405, 53 (2000).
  49. A. Gupta and R. Pandit, Melting of a nonequilibrium vortex crystal in a fluid film with polymers: Elastic versus fluid turbulence, Phys. Rev. E 95, 033119 (2017).
  50. S. Čopar, J. Aplinc, Z. Kos, S. Zumer, and M. Ravnik, Topology of Three-Dimensional Active Nematic Turbulence Confined to Droplets, Phys. Rev. X 9, 031051 (2019).
  51. G. De Magistris, A. Tiribocchi, C. Whitfield, R. Hawkins, M. Cates, and D. Marenduzzo, Spontaneous motility of passive emulsion droplets in polar active gels, Soft Matter 10, 7826 (2014).
  52. C. A. Whitfield, D. Marenduzzo, R. Voituriez, and R. J Hawkins, Active polar fluid flow in finite droplets, Europhys. J. E 37, 8 (2014).
  53. F. Fadda, G. Gonnella, A. Lamura, and A. Tiribocchi, Lattice Boltzmann study of chemically driven self-propelled droplets, Europhys. J. E 40, 112 (2017).
  54. R. Singh, E. Tjhung, and M. E. Cates, Self-propulsion of active droplets without liquid-crystalline order, Phys. Rev. Res. 2, 032024(R) (2020).
  55. G. Gompper, R. G. Winkler, T. Speck, A. Solon, C. Nardini, F. Peruani, H. Löwen, R. Golestanian, U. B. Kaupp, L. Alvarez et al., The 2020 motile active matter road map, J. Phys.: Condens. Matter 32, 193001 (2020).
  56. F. Ziebert, S. Swaminathan, and I. S. Aranson, Model for self-polarization and motility of keratocyte fragments, J. R. Soc. Interface 9, 1084 (2012).
  57. K. Doubrovinski and K. Kruse, Cell Motility Resulting from Spontaneous Polymerization Waves, Phys. Rev. Lett. 107, 258103 (2011).
  58. V. Ruprecht, S. Wieser, A. Callan-Jones, M. Smutny, H. Morita, K. Sako, V. Barone, M. Ritsch-Marte, M. Sixt, R. Voituriez et al., Cortical contractility triggers a stochastic switch to fast amoeboid cell motility, Cell 160, 673 (2015).
  59. R. J. Hawkins, M. Piel, G. Faure-Andre, A. M. Lennon-Dumenil, J. F. Joanny, J. Prost, and R. Voituriez, Pushing off the Walls: A Mechanism of Cell Motility in Confinement, Phys. Rev. Lett. 102, 058103 (2009).
  60. I. S. Aranson, Physical Models of Cell Motility (Springer, New York, 2016).
  61. D. Shao, H. Levine, and W.-J. Rappel, Coupling actin flow, adhesion, and morphology in a computational cell motility model, Proc. Natl. Acad. Sci. 109, 6851 (2012).
  62. L. Stankevicins, N. Ecker, E. Terriac, P. Maiuri, R. Schoppmeyer, P. Vargas, A.-M. Lennon-Duménil, M. Piel, B. Qu, M. Hoth et al., Deterministic actin waves as generators of cell polarization cues, Proc. Natl. Acad. Sci. 117, 826 (2020).

Outline

Information

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation