Swarming bubbles stir and spread

A Lagrangian description of bubble swarms has largely eluded both experimental and numerical efforts. Now, in a tour de force of deep-learning-enabled optical tracking measurements, Huang et al. (2025 J. Fluid. Mech. 1014 , R1) have managed to follow the three-dimensional trajectories of $10^5$ deforming and overlapping bubbles within a swarm, perhaps for long enough to witness their approach to the diffusive limit. Their results reveal that bubble swarms exhibit a dispersion law strikingly reminiscent of classical Taylor dispersion in isotropic turbulence, but with an earlier, undulatory transition from the ballistic-to-diffusive regime. Huang et al. (2025 J. Fluid Mech. 1014, R1), have helped close the loop on our understanding of Lagrangian bubble dispersion – from self-stirring swarms to bubbles in isotropic turbulence.

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Publication Details

Journal
Journal of Fluid Mechanics
Published
2025-09-25
DOI
https://doi.org/10.1017/jfm.2025.10570
Primary Topic
Fluid Dynamics and Mixing
Type
article
Field-Weighted Citation Impact
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article

Swarming bubbles stir and spread

Varghese Mathai
Journal of Fluid Mechanics
Fluid Dynamics and Mixing
article

Swarming bubbles stir and spread

Varghese Mathai
article en

Abstract

A Lagrangian description of bubble swarms has largely eluded both experimental and numerical efforts. Now, in a tour de force of deep-learning-enabled optical tracking measurements, Huang et al. (2025 J. Fluid. Mech. 1014 , R1) have managed to follow the three-dimensional trajectories of $10^5$ deforming and overlapping bubbles within a swarm, perhaps for long enough to witness their approach to the diffusive limit. Their results reveal that bubble swarms exhibit a dispersion law strikingly reminiscent of classical Taylor dispersion in isotropic turbulence, but with an earlier, undulatory transition from the ballistic-to-diffusive regime. Huang et al. (2025 J. Fluid Mech. 1014, R1), have helped close the loop on our understanding of Lagrangian bubble dispersion – from self-stirring swarms to bubbles in isotropic turbulence.

Journal of Fluid MechanicsVol. 1020
University of Massachusetts Amherst (US)
Openalex Percentile: Top 75%
Fluid Dynamics and Mixing
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