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Classical stochastic systems with fast-switching environments: Reduced master equations, their interpretation, and
Peter G Hufton1, Yen Ting Lin1,2, Tobias Galla1
1Theoretical Physics, School of Physics and Astronomy, University of Manchester, Manchester M13 9PL, United Kingdom.
We developed reduced dynamics for stochastic systems interacting with fast-switching environments. This approach reveals bursting events and improved stationary state descriptions, despite potential short-time unphysical behavior from negative rates.
Area of Science:
- Statistical Physics
- Stochastic Processes
- Non-equilibrium Systems
Background:
- Classical Markovian stochastic systems are often studied in isolation.
- Coupling systems to randomly switching environments introduces complexity.
- Adiabatic approximations simplify dynamics but neglect important corrections.
Purpose of the Study:
- To derive reduced dynamics for systems coupled to fast environmental fluctuations.
- To investigate corrections beyond the adiabatic limit.
- To analyze the implications of these corrections, including potential negative transition rates.
Main Methods:
- Derivation of reduced dynamics for discrete-state Markovian systems.
- Analysis of fast environmental processes and timescale separation.
- Comparison with adiabatic approximations and Kramers-Moyal expansions.
Main Results:
- Reduced dynamics can exhibit bursting events.
- Negative transition rates may arise, causing unphysical short-time behavior.
- The reduced master equation offers improved description of stationary states compared to leading-order adiabatic calculations.
Conclusions:
- Fast environmental switching necessitates going beyond simple adiabatic approximations.
- The derived reduced dynamics provide a more accurate description of stationary states.
- A criterion for negative rates in two-state environmental systems is established.
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