AI & Computingarticle2026-08-20

Reversible Switching due to Attraction and Repulsion: Clusters, Gaps, Sorting, and Mixing

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Abstract

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.

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View paper (DOI)Open access versionOpenAlexSIAM Journal on Applied Dynamical SystemsPublished 2026-08-20

Authors: Arnd Scheel, Angela Stevens

Institutions: University of Minnesota, University of Münster, FH Münster