Natural Swarms in $\bf 3.99$ Dimensions
Andrea Cavagna, Luca Di Carlo, Irene Giardina, Tomas S. Grigera,, Stefania Melillo, Leonardo Parisi, Giulia Pisegna, Mattia Scandolo

TL;DR
This paper uses renormalization group analysis to calculate the critical dynamical exponent of insect swarms in nearly four dimensions, revealing a new fixed point that aligns with experimental and simulation results in three dimensions.
Contribution
It introduces a novel fixed point in the theoretical model of swarms where activity and inertia are both relevant, advancing understanding of swarm dynamics.
Findings
Critical exponent in 3D is 1.35, matching experiments.
A new fixed point emerges with both activity and inertia relevant.
The analysis extends to 3.99 dimensions using epsilon expansion.
Abstract
The dynamical critical exponent of natural swarms of insects is calculated using the renormalization group to order . A novel fixed point emerges, where both activity and inertia are relevant. In three dimensions the critical exponent at the new fixed point is , in agreement with both experiments () and numerical simulations ().
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Thermodynamics and Statistical Mechanics · Quantum chaos and dynamical systems · Theoretical and Computational Physics
