Emergent clusters in strongly confined systems

P Pamud Akalanka Bethmage (Department of Physics and Astronomy, Northwestern University 1 , Evanston, Illinois 60208,) R Ryker Fish B Brennan Sprinkle (Department of Applied Math and Statistics, Colorado School of Mines) M Michelle M. Driscoll (Department of Physics and Astronomy, Northwestern University 1 , Evanston, Illinois 60208,)

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.

Article Details

Volume / Issue Vol. 164, Issue 6
Published February 14, 2026
ISSN 0021-9606
Publisher American Institute of Physics

Journal Info

The Journal of Chemical Physics

American Institute of Physics

ISSN: 0021-9606 Physical Sciences

Authors (4)

P

Pamud Akalanka Bethmage

Department of Physics and Astronomy, Northwestern University 1 , Evanston, Illinois 60208,

R

Ryker Fish

B

Brennan Sprinkle

Department of Applied Math and Statistics, Colorado School of Mines

M

Michelle M. Driscoll

Department of Physics and Astronomy, Northwestern University 1 , Evanston, Illinois 60208,