Macroscopic Fluctuation Theory and Current Fluctuations in Active Lattice Gases
Tal Agranov, Sunghan Ro, Yariv Kafri, Vivien Lecomte

TL;DR
This paper develops a macroscopic fluctuation theory for active lattice gases, revealing a dynamical phase transition and providing a detailed large deviation analysis of current fluctuations, including phase-separated states.
Contribution
It introduces an exact fluctuating hydrodynamics framework for active particles with MIPS, accounting for Poissonian noise and characterizing phase transitions and large deviations.
Findings
Identifies a dynamical phase transition between flat and phase-separated states.
Derives the large deviation function for current fluctuations in all phases.
Shows methods similar to equilibrium phase separation apply to nonequilibrium active systems.
Abstract
We study the current large deviations for a lattice model of interacting active particles displaying a motility-induced phase separation (MIPS). To do this, we first derive the exact fluctuating hydrodynamics of the model in the large system limit. On top of the usual Gaussian noise terms the theory also presents Poissonian noise terms, that we fully account for. We find a dynamical phase transition between flat density profiles and sharply phase-separated traveling waves, and we derive the associated phase diagram together with the large deviation function for all phases, including the one displaying MIPS. We show how the results can be obtained using methods similar to those of equilibrium phase separation, in spite of the nonequilibrium nature of the problem.
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
TopicsAdvanced Thermodynamics and Statistical Mechanics · Micro and Nano Robotics · Stochastic processes and statistical mechanics
