Flocking in d = 2 is a genuine nonequilibrium phenomenon for which irreversibility is an essential ingredient. We study a class of minimal flocking models whose only source of irreversibility is self-propulsion and use the entropy production rate (EPR) to quantify the departure from equilibrium across their phase diagrams. The EPR is maximal in the vicinity of the order-disorder transition, where reshuffling of the interaction network is fast. We show that signatures of irreversibility come in the form of asymmetries in the steady-state distribution of the flock's microstates. These asymmetries occur as consequences of the time-reversal symmetry breaking in the considered self-propelled systems, independently of the interaction details. In the case of metric pairwise forces, they reduce to local asymmetries in the distribution of pairs of particles. This study suggests a possible use of pair asymmetries both to quantify the departure from equilibrium and to learn relevant information about aligning interaction potentials from data.

Signatures of irreversibility in microscopic models of flocking / Ferretti, Federica; Grosse-Holz, Simon; Holmes, Caroline; Shivers, Jordan L; Giardina, Irene; Mora, Thierry; Walczak, Aleksandra M. - In: PHYSICAL REVIEW. E. - ISSN 2470-0045. - 106:3-1(2022), p. 034608. [10.1103/PhysRevE.106.034608]

Signatures of irreversibility in microscopic models of flocking

Giardina, Irene;
2022

Abstract

Flocking in d = 2 is a genuine nonequilibrium phenomenon for which irreversibility is an essential ingredient. We study a class of minimal flocking models whose only source of irreversibility is self-propulsion and use the entropy production rate (EPR) to quantify the departure from equilibrium across their phase diagrams. The EPR is maximal in the vicinity of the order-disorder transition, where reshuffling of the interaction network is fast. We show that signatures of irreversibility come in the form of asymmetries in the steady-state distribution of the flock's microstates. These asymmetries occur as consequences of the time-reversal symmetry breaking in the considered self-propelled systems, independently of the interaction details. In the case of metric pairwise forces, they reduce to local asymmetries in the distribution of pairs of particles. This study suggests a possible use of pair asymmetries both to quantify the departure from equilibrium and to learn relevant information about aligning interaction potentials from data.
2022
irreversible processes -stochastic thermodynamics - dry active matter
01 Pubblicazione su rivista::01a Articolo in rivista
Signatures of irreversibility in microscopic models of flocking / Ferretti, Federica; Grosse-Holz, Simon; Holmes, Caroline; Shivers, Jordan L; Giardina, Irene; Mora, Thierry; Walczak, Aleksandra M. - In: PHYSICAL REVIEW. E. - ISSN 2470-0045. - 106:3-1(2022), p. 034608. [10.1103/PhysRevE.106.034608]
File allegati a questo prodotto
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1679839
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? 2
  • Scopus 11
  • ???jsp.display-item.citation.isi??? 12
social impact