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Totally asymmetric simple exclusion process with local resetting in a resource-constrained environment
Nikhil Bhatia1, Arvind Kumar Gupta1
1Department of Mathematics, Indian Institute of Technology Ropar Punjab, India.
Physical Review. E
|March 16, 2024
Summary
This study models mRNA translation dynamics using a resource-constrained exclusion process with resetting. Findings reveal novel phase transitions and density separations influenced by resource limits and resetting rates.
Area of Science:
- Statistical Mechanics
- Non-equilibrium Physics
- Biophysics
Background:
- mRNA translation involves stochastic degradation, often modeled by resetting dynamics.
- Understanding particle transport in constrained environments is crucial for various physical and biological systems.
Purpose of the Study:
- To investigate an open totally asymmetric simple exclusion process with local resetting in a resource-constrained setting.
- To analyze the impact of resource limitations and resetting rates on system dynamics and phase behavior.
Main Methods:
- Utilized mean-field approximations to derive stationary state properties.
- Employed Monte Carlo simulations to validate theoretical predictions.
- Analyzed density profiles, phase diagrams, and shock dynamics.
Main Results:
- Identified a low-density-high-density phase separation unique to this open, resource-constrained system.
- Observed two distinct phase transitions for smaller filling factors, altering phase diagram topology.
- Demonstrated agreement between mean-field results and simulations.
Conclusions:
- Resource constraints significantly influence the phase behavior of exclusion processes with resetting.
- The resetting rate and finite-size effects play critical roles in shock dynamics.
- This model provides insights into mRNA translation and other complex systems.
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