Emergent clusters in strongly confined systems

Driven suspensions, where energy is input at a particle scale, are a framework for understanding general principles of out-of-equilibrium organization. A large number of simple interacting units can give rise to non-trivial structure and hierarchy. Rotationally driven colloidal particles are a particularly nice model system for exploring this pattern formation, as the dominant interaction between the particles is hydrodynamic. Here, we use experiments and large-scale simulations to explore how strong confinement alters dynamics and emergent structure at the particle scale in these driven suspensions. Surprisingly, we find that large-scale density fluctuations (many times the particle size) emerge as a result of confinement, and that these density fluctuations sensitively depend on the degree of confinement. We extract a characteristic length scale for these fluctuations, demonstrating that the simulations quantitatively reproduce the experimental pattern. Moreover, we show that these density fluctuations are a result of the large-scale recirculating flow generated by the rotating particles inside a sealed chamber. This surprising result shows that, even when system boundaries are far away, they can cause qualitative changes to mesoscale structure and ordering.

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Publication Details

Journal
The Journal of Chemical Physics
Published
2026-02-12
DOI
https://doi.org/10.1063/5.0310202
Primary Topic
Micro and Nano Robotics
Type
article
Field-Weighted Citation Impact
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article

Emergent clusters in strongly confined systems

Michelle Driscoll, Pamud Akalanka Bethmage, Ryker Fish, Brennan Sprinkle
The Journal of Chemical Physics
Micro and Nano Robotics
article

Emergent clusters in strongly confined systems

Michelle Driscoll, Pamud Akalanka Bethmage, Ryker Fish, Brennan Sprinkle
article en

Abstract

Driven suspensions, where energy is input at a particle scale, are a framework for understanding general principles of out-of-equilibrium organization. A large number of simple interacting units can give rise to non-trivial structure and hierarchy. Rotationally driven colloidal particles are a particularly nice model system for exploring this pattern formation, as the dominant interaction between the particles is hydrodynamic. Here, we use experiments and large-scale simulations to explore how strong confinement alters dynamics and emergent structure at the particle scale in these driven suspensions. Surprisingly, we find that large-scale density fluctuations (many times the particle size) emerge as a result of confinement, and that these density fluctuations sensitively depend on the degree of confinement. We extract a characteristic length scale for these fluctuations, demonstrating that the simulations quantitatively reproduce the experimental pattern. Moreover, we show that these density fluctuations are a result of the large-scale recirculating flow generated by the rotating particles inside a sealed chamber. This surprising result shows that, even when system boundaries are far away, they can cause qualitative changes to mesoscale structure and ordering.

The Journal of Chemical PhysicsVol. 164(6)
Northwestern University (US), Colorado School of Mines (US)
Openalex Percentile: Top 56%
Micro and Nano Robotics
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