An active Lorentz gas: walking droplets in periodic media
Abstract The Lorentz gas is a paradigmatic model in dynamical systems theory for understanding the origin of nonequilibrium transport in terms of microscopic deterministic chaos. In the periodic setting, a point particle scatters elastically off disks arranged on a two-dimensional lattice. Here we replace the disks by smooth potentials and the particle by the widely studied walking droplet, which propels itself on a vertically vibrating fluid. In the low-memory limit, this droplet reduces to a particle with nonlinear active friction. We call this system an active Lorentz gas. Using extensive numerical simulations, we analyze how dissipation generated by the active deterministic dynamics alters the phase-space structure of the corresponding conservative Lorentz gas. We find that islands of stability collapse into attracting and repelling sets. To characterize these structures, we introduce an energy-variance filtering method that distinguishes localized periodic, quasi-ballistic periodic, and chaotic trajectories, enabling the construction of bifurcation diagrams in a non-conservative setting. We identify parameter regimes exhibiting strong bifurcation cascades, anomalous diffusion, and significant phase-space contraction. Our results establish the active Lorentz gas as a rich framework for studying transport in dissipative dynamical systems and provide a bridge between active matter and classical models of chaotic transport, with potential implications for hydrodynamic quantum analogs in periodic media.
Authors
- Rainer Klages (ORCID: https://orcid.org/0000-0003-3811-3070)
- Rahil N. Valani (ORCID: https://orcid.org/0000-0001-8346-0739)
- E. Räsänen (ORCID: https://orcid.org/0000-0001-8736-4496)
- Esko Toivonen (ORCID: https://orcid.org/0000-0002-3151-2805)
- Aleksi Majaniemi (ORCID: https://orcid.org/0009-0004-0055-3243)
Institutions
- Queen Mary University of London (GB)
- University of Oxford (GB)
- Tampere University (FI)
Publication Details
- Journal
- New Journal of Physics
- Published
- 2026-11-04
- DOI
- https://doi.org/10.1088/1367-2630/aebdbe
- Primary Topic
- Quantum chaos and dynamical systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- UK Research and Innovation
- Leverhulme Trust
- China Scholarship Council