- Open Access
Programmable transport of rotating particles in obstacle arrays
Phys. Rev. Research 8, 033071 – Published 17 July, 2026
DOI: https://doi.org/10.1103/c3tw-b1kw
Abstract
Rotating colloids, or spinners, in obstacle arrays exhibit frequency-set stationary orbits and currents set by the competition between an inertial, Magnus-like lift and short-range attraction. Fully resolved lattice-Boltzmann simulations reveal the hydrodynamic coupling and identify the lift mechanism, while a symmetry-based Langevin model captures the resulting balance. In periodic lattices, the superposition of scalar and vector potentials produces two robust orbital regimes: corner states, in which spinners orbit individual posts, and inner states, in which orbits couple across four neighboring obstacles. Slow frequency modulation toggles these states and produce directed, stepwise transport across the grid. This establishes a minimal hydrodynamic mechanism, controlled by a single driving parameter, for programmable guidance of active rotors in structured environments.
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References (32)
- H. Berg and E. Purcell, Physics of chemoreception, Biophys. J. 20, 193 (1977).
- I. C. Fortunato, D. B. Brückner, S. Grosser, L. Rossetti, M. Bosch-Padrós, J. Trebicka, P. Roca-Cusachs, R. Sunyer, E. Hannezo, and X. Trepat, Single cell migration along and against confined haptotactic gradients, Nat. Phys. 21, 1638 (2025).
- C. T. Mierke, Mechanical cues affect migration and invasion of cells from three different directions, Front. Cell Dev. Biol. 8, 583226 (2020).
- C. Lozano, B. Ten Hagen, H. Löwen, and C. Bechinger, Phototaxis of synthetic microswimmers in optical landscapes, Nat. Commun. 7, 12828 (2016).
- S. Koley and K. K. Nanda, Algae-like artificial organic photo-tactic micro-swimmers, arXiv:2308.05592.
- M. B. Wan, C. J. Olson Reichhardt, Z. Nussinov, and C. Reichhardt, Rectification of swimming bacteria and self-driven particle systems by arrays of asymmetric barriers, Phys. Rev. Lett. 101, 018102 (2008).
- N. Nikola, A. P. Solon, Y. Kafri, M. Kardar, J. Tailleur, and R. Voituriez, Active particles with soft and curved walls: Equation of state, ratchets, and instabilities, Phys. Rev. Lett. 117, 098001 (2016).
- E. Lauga, Bacterial hydrodynamics, Annu. Rev. Fluid Mech. 48, 105 (2016).
- M. Brun-Cosme-Bruny, A. Förtsch, W. Zimmermann, E. Bertin, P. Peyla, and S. Rafaï, Deflection of phototactic microswimmers through obstacle arrays, Phys. Rev. Fluids 5, 093302 (2020).
- C. Reichhardt and C. J. O. Reichhardt, Directional locking effects for active matter particles coupled to a periodic substrate, Phys. Rev. E 102, 042616 (2020).
- S. E. Spagnolie, G. R. Moreno-Flores, D. Bartolo, and E. Lauga, Geometric capture and escape of a microswimmer colliding with an obstacle, Soft Matter 11, 3396 (2015).
- J. E. Avron, Odd viscosity—Old version, J. Stat. Phys. 92, 543 (1998).
- D. Banerjee, A. Souslov, A. G. Abanov, and V. Vitelli, Odd viscosity in chiral active fluids, Nat. Commun. 8, 1573 (2017).
- B. A. Grzybowski and G. M. Whitesides, Dynamic aggregation of chiral spinners, Science 296, 718 (2002).
- I. O. Götze and G. Gompper, Dynamic self-assembly and directed flow of rotating colloids in microchannels, Phys. Rev. E 84, 031404 (2011).
- E. Climent, K. Yeo, M. R. Maxey, and G. E. Karniadakis, Dynamic self-assembly of spinning particles, J. Fluids Eng. 129, 379 (2007).
- Y. Goto and H. Tanaka, Purely hydrodynamic ordering of rotating disks at a finite Reynolds number, Nat. Commun. 6, 5994 (2015).
- J. L. Aragones, P. Steimel, and A. Alexander-katz, Aggregation dynamics of active rotating particles in dense passive media, Soft Matter 15, 3929 (2019).
- Y. Fily, A. Baskaran, and M. C. Marchetti, Cooperative self-propulsion of active and passive rotors, Soft Matter 8, 3002 (2012).
- J.-B. Gorce, K. Y. Bliokh, H. Xia, N. Francois, H. Punzmann, and M. Shats, Rolling spinners on the water surface, Sci. Adv. 7, eabd4632 (2021).
- S. I. Rubinow and J. B. Keller, The transverse force on a spinning sphere moving in a viscous fluid, J. Fluid Mech. 11, 447 (1961).
- P. G. Saffman, The lift on a small sphere in a slow shear flow, J. Fluid Mech. 22, 385 (1965).
- J. L. Aragones, J. P. Steimel, and A. Alexander-Katz, Elasticity-induced force reversal between active spinning particles in dense passive media, Nat. Commun. 7, 11325 (2016).
- X. Cao, D. Das, N. Windbacher, F. Ginot, M. Krüger, and C. Bechinger, Memory-induced Magnus effect, Nat. Phys. 19, 1904 (2023).
- S. Yazdi, J. L. Aragones, J. Coulter, and A. Alexander-Katz, Metamaterials for active colloid transport, arXiv:2002.06477.
- B. Dünweg and A. J. C. Ladd, Lattice Boltzmann simulations of soft matter systems, in Advanced Computer Simulation Approaches for Soft Matter Sciences III, edited by C. Holm and K. Kremer, Advances in Polymer Science, Vol. 221 (Springer, Berlin, Heidelberg, 2008), pp. 89–166.
- Y. H. Qian, D. D’Humières, and P. Lallemand, Lattice BGK models for Navier-Stokes equation, Europhys. Lett. 17, 479 (1992).
- D. d’Humières, Multiple-relaxation-time lattice Boltzmann models in three dimensions, Philos. Trans. R. Soc. London Ser. A 360, 437 (2002).
- A. J. C. Ladd and R. Verberg, Lattice-Boltzmann simulations of particle-fluid suspensions, J. Stat. Phys. 104, 1191 (2001).
- E. J. Ding and C. K. Aidun, Extension of the lattice-Boltzmann method for direct simulation of suspended particles near contact, J. Stat. Phys. 112, 685 (2003).
- J. R. Blake and A. T. Chwang, Fundamental singularities of viscous flow: Part I: The image systems in the vicinity of a stationary no-slip boundary, J. Eng. Math. 8, 23 (1974).
- R. Cortez, B. Cummins, K. Leiderman, and D. Varela, Computation of three-dimensional Brinkman flows using regularized methods, J. Comput. Phys. 229, 7609 (2010).