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Nested Stochastic Resetting: Nonequilibrium Steady States and Exact Correlations.
Henry Alston1, Callum Britton1, Thibault Bertrand1
1Imperial College London, Department of Mathematics, South Kensington, London SW7 2AZ, United Kingdom.
We introduce nested stochastic resetting processes, which break detailed balance to form nonequilibrium steady states. Our work analytically solves for steady-state statistics and correlations in these complex systems.
Area of Science:
- Statistical physics
- Complex systems
- Nonequilibrium dynamics
Background:
- Stochastic resetting is a key mechanism for creating nonequilibrium steady states.
- Understanding correlations in many-particle systems is challenging.
- Unilateral interactions in diffusive processes are common in nature.
Purpose of the Study:
- To analytically derive the steady-state statistics of nested stochastic resetting processes.
- To calculate exact steady-state two-point correlations between interacting processes.
- To provide a tractable framework for studying unilateral interactions in random processes.
Main Methods:
- Analysis of nested stochastic resetting processes.
- Derivation of stationary distributions and moments.
- Mapping to ordering statistics of random counting processes.
Main Results:
- Exact analytical solutions for steady-state distributions and moments.
- Exact calculation of steady-state two-point correlations.
- Demonstration of tractable correlations in a many-particle nonequilibrium system.
Conclusions:
- The developed framework offers a model-independent approach for random processes with unilateral interactions.
- Results provide insights into statistical properties and correlations in nonequilibrium systems.
- Potential applications include modeling lossy information propagation.
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