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Diffusive coupling facilitates and impedes noise-induced escape in interacting bistable elements
Hidemasa Ishii1, Hiroshi Kori2
1Department of Complexity Science and Engineering, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, 277-8561, Japan. hidemasaishii1997@g.ecc.u-tokyo.ac.jp.
Complex systems change states unpredictably. Diffusive coupling in bistable systems can speed up or slow down these state transitions, depending on coupling strength, influencing escape times.
Area of Science:
- Complex Systems Dynamics
- Statistical Physics
- Nonlinear Dynamics
Background:
- Complex systems exhibit sudden state changes, modeled by noise-induced escape from bistable states.
- Understanding factors influencing transition rates is crucial for diverse phenomena like epileptic seizures and climate change.
Purpose of the Study:
- Investigate the impact of diffusive coupling between bistable elements on noise-induced escape dynamics.
- Analyze how coupling strength affects the escape time and transition rates in these systems.
Main Methods:
- Numerical simulations of interacting bistable elements.
- Theoretical analysis for weak coupling regimes to predict escape time statistics.
Main Results:
- Weak diffusive coupling reduces the mean escape time, facilitating state transitions.
- Strong diffusive coupling impedes escape by reducing effective noise intensity.
- Developed a theory predicting mean and variance of escape times for weak coupling.
Conclusions:
- Diffusive coupling has a dual effect on noise-induced escape, facilitating it at weak strengths and impeding it at strong strengths.
- The facilitating effect dominates for weak coupling, regulating transition rates.
- Coupling strength is a key parameter in controlling state transitions in complex systems.
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