Play. Pause. Rewind. Measuring local entropy production and extractable work in active matter
arXiv:2105.12707 · doi:10.1103/PhysRevLett.129.220601
Abstract
Time-reversal symmetry breaking and entropy production are universal features of nonequilibrium phenomena. Despite its importance in the physics of active and living systems, the entropy production of systems with many degrees of freedom has remained of little practical significance because the high-dimensionality of their state space makes it difficult to measure. Here we introduce a local measure of entropy production and a numerical protocol to estimate it. We establish a connection between the entropy production and extractability of work in a given region of the system and show how this quantity depends crucially on the degrees of freedom being tracked. We validate our approach in theory, simulation, and experiments by considering systems of active Brownian particles undergoing motility induced phase separation, as well as active Brownian particles and E. Coli in a rectifying device in which the time-reversal asymmetry of the particle dynamics couples to spatial asymmetry to reveal its effects on a macroscopic scale.
arXiv commentMain text: 6 pages, 3 figures. Supplemental: 14 pages, 9 figures
References in corpus (38)
- Stochastic thermodynamics, fluctuation theorems, and molecular machines
- Entropy production along a stochastic trajectory and an integral fluctuation theorem
- A Gallavotti-Cohen Type Symmetry in the Large Deviation Functional for Stochastic Dynamics
- Athermal Phase Separation of Self-Propelled Particles with no Alignment
- Fluctuation theorem for stochastic dynamics
- Thermodynamic uncertainty relation for biomolecular processes
- Statistical Mechanics of Interacting Run-and-Tumble Bacteria
- Ensemble and Trajectory Thermodynamics: A Brief Introduction
- Scalar field theory for active-particle phase separation
- Broken detailed balance and non-equilibrium dynamics in living systems
- Statistical Mechanics of Active Ornstein Uhlenbeck Particles
- Proof of the Finite-Time Thermodynamic Uncertainty Relation for Steady-State Currents
- Fluctuation-Dissipation Theorem in Nonequilibrium Steady States
- Estimating dissipation from single stationary trajectories
- Quantifying dissipation using fluctuating currents
- Entropy production in field theories without time reversal symmetry: Quantifying the non-equilibrium character of active matter
- Entropy production and time asymmetry in nonequilibrium fluctuations
- Entropy production and fluctuation theorems for active matter
- Entropy production and Kullback-Leibler divergence between stationary trajectories of discrete systems
- Hidden entropy production and work fluctuations in an ideal active gas
- Irreversibility and biased ensembles in active matter: Insights from stochastic thermodynamics
- Entropy production of active particles and for particles in active baths
- Inferring broken detailed balance in the absence of observable currents
- Time-(ir)reversibility in active matter: from micro to macro
- Stochastic thermodynamics for active matter
- Improved bounds on entropy production in living systems
- Autonomous engines driven by active matter: Energetics and design principles
- Quantifying hidden order out of equilibrium
- Thermodynamics of Gambling Demons
- Response theory: a trajectory-based approach
- Active engines: Thermodynamics moves forward
- Universal and accessible entropy estimation using a compression algorithm
- Thermodynamic cycles with active matter
- Learning entropy production via neural networks
- Active Brownian particles driven by constant affinity
- Marginal and Conditional Second Laws of Thermodynamics
- Correlation lengths in the language of computable information
- Isotropic finite-difference discretization of stochastic conservation laws preserving detailed balance
Cited by in corpus (32)
- Deep learning probability flows and entropy production rates in active matter
- Thermodynamics of active matter: Tracking dissipation across scales
- Thermodynamically consistent model of an active Ornstein-Uhlenbeck particle
- Stochastic thermodynamics of a probe in a fluctuating correlated field
- Optimal power extraction from active particles with hidden states
- Transport and Energetics of Bacterial Rectification
- Effective estimation of entropy production with lacking data
- Dissipative timescales from coarse-graining irreversibility
- Variance sum rule: proofs and solvable models
- A geometric condition for robot-swarm cohesion and cluster-flock transition
- Defect turbulence in a dense suspension of polar, active swimmers
- Vanishing in Fractal Space: Thermal Melting and Hydrodynamic Collapse
- When you can't count, sample! Computable entropies beyond equilibrium from basin volumes
- Entropy production of active Brownian particles going from liquid to hexatic and solid phases
- Detecting and characterizing phase transitions in active matter using entropy
- Entropy production rate in thermodynamically consistent flocks
- Measurement-Induced Phase Transitions in Informational Active Matter
- Active doping controls the mode of failure in dense colloidal gels
- AMEP: The Active Matter Evaluation Package for Python
- Inferring entropy production in many-body systems using nonequilibrium maximum entropy
- Generalized Zurek's bound on the cost of an individual classical or quantum computation
- Mechanical inhibition of dissipation in a thermodynamically consistent active solid
- Improving estimation of entropy production rate for run-and-tumble particle systems by high-order thermodynamic uncertainty relation
- On the Ziv-Merhav theorem beyond Markovianity
- Force-free kinetic inference of entropy production
- Remark on the Entropy Production of Adaptive Run-and-Tumble Chemotaxis
- Renormalized mechanics and stochastic thermodynamics of growing vesicles
- Non-equilibrium structure and relaxation in active microemulsions
- Effective Energy, Interactions And Out Of Equilibrium Nature Of Scalar Active Matter
- Local entropy production rate of run-and-tumble particles
- Universal trade-off between irreversibility and intrinsic timescale in thermal relaxation with applications to thermodynamic inference
- Ziv-Merhav estimation for hidden-Markov processes