Fluctuation-Induced Phase Separation in Metric and Topological Models of Collective Motion.
@article{Martin2020FluctuationInducedPS, title={Fluctuation-Induced Phase Separation in Metric and Topological Models of Collective Motion.}, author={David Martin and Hugues Chat{\'e} and Cesare Nardini and Alexandre Solon and Julien Tailleur and Fr{\'e}d{\'e}ric van Wijland}, journal={Physical review letters}, year={2020}, volume={126 14}, pages={ 148001 } }
We study the role of noise on the nature of the transition to collective motion in dry active matter. Starting from field theories that predict a continuous transition at the deterministic level, we show that fluctuations induce a density-dependent shift of the onset of order, which in turn changes the nature of the transition into a phase-separation scenario. Our results apply to a range of systems, including models in which particles interact with their "topological" neighbors that have been…
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References
SHOWING 1-10 OF 49 REFERENCES
Flocking in complex environments—Attention trade-offs in collective information processing
- BiologyPLoS Comput. Biol.
- 2020
A fundamental trade-off between coordination and collective responsiveness to environmental cues is observed and this work suggests novel principles for design of artificial swarms exploiting attentional bottlenecks.
Intrinsically motivated collective motion
- BiologyProceedings of the National Academy of Sciences
- 2019
It is found that the collective motion that emerges from this principle is similar to that seen in animal systems, and coalignment, cohesion, and collision avoidance all emerge naturally, even though none of these are encoded in the principle itself.
Group formation and cohesion of active particles with visual perception–dependent motility
- BiologyScience
- 2019
It is found that a mere motility change of the individuals in response to the visual perception of their peers induces group formation and cohesion and is relevant not only for the self-organization of living systems, but also for the design of robust and scalable autonomous systems.
Dynamic response and hydrodynamics of polarized crowds
- PhysicsScience
- 2019
A hydrodynamic theory of polarized crowds is laid out and it is established that speed information propagates over system-spanning scales through polarized crowds, whereas orientational fluctuations are locally suppressed.
Optimized flocking of autonomous drones in confined environments
- Computer ScienceScience Robotics
- 2018
This paper numerically demonstrated that the induced swarm behavior remained stable under realistic conditions for large flock sizes and notably for large velocities, and showed that coherent and realistic collective motion patterns persisted even around perturbing obstacles.