Reversible switching due to attraction and repulsion: clusters, gaps, sorting, and mixing
Arnd Scheel, Angela Stevens

TL;DR
This paper investigates a phase transition in particle systems driven by short-range repulsion and long-range attraction, enabling reversible switching between different states without hysteresis, with implications for understanding clustering and sorting phenomena.
Contribution
It introduces a universal expansion for vacuum bubble sizes and analyzes noise effects, providing new insights into phase transitions in particle systems.
Findings
Reversible switching between states achieved by infinitesimal parameter changes.
Universal expansion formula for vacuum bubble sizes.
Quantitative analysis of noise impact on phase transition.
Abstract
We describe a phase transition in continuum limits of interacting particle systems that exhibits a vertical bifurcation diagram. The transition is mediated by a competition short-range repulsion and long-range attraction. As a consequence of the transition, infinitesimal parameter variations allow switching between uniform distribution and clusters in single-species models, and between mixed and sorted states in multi-species contexts, without hysteresis. Our main technical contribution is a universal expansion for the size of vacuum bubbles that arise in this phase transition and a quantitative analysis of the effect of noise.
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.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsCellular Automata and Applications
