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Active Ornstein-Uhlenbeck model for bacterial heat engines
Roland Wiese1, Klaus Kroy1, Viktor Holubec2
1Leipzig University, Institute for Theoretical Physics, 04103 Leipzig, Germany.
Physical Review. E
|February 7, 2025
Summary
This study models bacterial heat engines using simulations. Results show an active Ornstein-Uhlenbeck particle (AOUP) effectively models these engines, simplifying analysis of stochastic work, heat, and efficiency.
Area of Science:
- Thermodynamics
- Statistical Mechanics
- Soft Matter Physics
Background:
- Bacterial heat engines offer a unique system for studying thermodynamics in biological contexts.
- Understanding the behavior of active matter is crucial for developing novel energy conversion devices.
- Colloidal probes in active baths provide a tractable experimental model for complex many-body systems.
Purpose of the Study:
- To investigate a cyclic bacterial heat engine model using Brownian dynamics simulations.
- To determine an effective model for analyzing the stochastic thermodynamics of such systems.
- To assess the applicability of the active Ornstein-Uhlenbeck particle (AOUP) model.
Main Methods:
- Brownian dynamics simulations of a harmonically confined colloidal probe particle.
- Modeling the bath with active Brownian particles.
- Analyzing probability densities for stochastic work, heat, and efficiency.
Main Results:
- For intermediate activities, active noise on large probes approximates Gaussian with exponential autocorrelation.
- Probability densities for work, heat, and efficiency are well-represented by the AOUP model.
- The AOUP model remains accurate even with nonexponential tails in the active noise autocorrelation.
Conclusions:
- The active Ornstein-Uhlenbeck particle (AOUP) serves as a convenient, accurate, and analytically tractable effective model for bacterial heat engines.
- This effective model simplifies the analysis of experimental bacterial heat engines, particularly with large probes and stiff traps.
- The AOUP model facilitates deeper insights into the stochastic thermodynamics of active matter systems.
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