Litcius/Paper detail

Mathematical, Thermodynamical, and Experimental Necessity for Coarse Graining Empirical Densities and Currents in Continuous Space

Cai Dieball, Aljaž Godec

2022Physical Review Letters25 citationsDOIOpen Access PDF

Abstract

We present general results on fluctuations and spatial correlations of the coarse-grained empirical density and current of Markovian diffusion in equilibrium or nonequilibrium steady states on all timescales. We unravel a deep connection between current fluctuations and generalized time-reversal symmetry, providing new insight into time-averaged observables. We highlight the essential role of coarse graining in space from mathematical, thermodynamical, and experimental points of view. Spatial coarse graining is required to uncover salient features of currents that break detailed balance, and a thermodynamically "optimal" coarse graining ensures the most precise inference of dissipation. Defined without coarse graining, the fluctuations of empirical density and current are proven to diverge on all timescales in dimensions higher than one, which has far-reaching consequences for the central-limit regime in continuous space. We apply the results to examples of irreversible diffusion. Our findings provide new intuition about time-averaged observables and allow for a more efficient analysis of single-molecule experiments.

Topics & Concepts

GranularityObservableStatistical physicsNon-equilibrium thermodynamicsPhysicsCurrent (fluid)DissipationClassical mechanicsComputer scienceQuantum mechanicsThermodynamicsOperating systemAdvanced Thermodynamics and Statistical MechanicsNeural dynamics and brain functionstochastic dynamics and bifurcation