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Published on: February 5, 2017
Nonequilibrium steady state of trapped active particles.
1Department of Environmental Physics, Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Sede Boqer Campus, 8499000, Israel.
We analyzed active particles in potentials, finding their steady-state distribution. While typical movements follow Boltzmann statistics, extreme deviations reveal unique scaling behavior related to noise correlations.
Area of Science:
- Statistical Mechanics
- Soft Matter Physics
- Non-equilibrium Systems
Background:
- Active particles exhibit complex dynamics due to self-propulsion and noise.
- Understanding the steady-state distribution of confined active particles is crucial for predicting their behavior.
- Existing models often simplify noise correlations, limiting applicability.
Purpose of the Study:
- To derive the nonequilibrium steady-state distribution for an overdamped active particle in an external potential.
- To investigate deviations from Boltzmann statistics in the tails of the distribution.
- To exactly calculate the large-deviation function for active particle position in the small noise correlation time limit.
Main Methods:
- Analysis of an overdamped particle model with general active noise (e.g., run-and-tumble, active Brownian).
- Focusing on the limit of small correlation time (τ→0) of the active noise.
- Relating the large-deviation function to the rate function of the free active particle in one dimension (d=1).
Main Results:
- Identified that typical fluctuations follow a Boltzmann distribution with an effective temperature.
- Discovered that the tails of the steady-state distribution deviate from Boltzmann behavior, scaling as Pst(X)∼e^{-s(X)/τ}.
- Derived an exact expression for the large-deviation function s(X) for arbitrary potentials in d=1.
- Extended the findings to higher dimensions (d>1) under rotational symmetry.
Conclusions:
- The study provides an exact solution for the large-deviation behavior of confined active particles.
- The findings highlight the importance of noise correlation time in determining the full steady-state distribution.
- This work offers a theoretical framework for understanding anomalous diffusion and extreme events in active matter systems.
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