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Variance of residence time spent by diffusing particle in a sub-domain. Path integral based approach
1Mathematical and Statistical Computing Laboratory, Division of Computational Bioscience, Center for Information Technology, National Institutes of Health, Bethesda, MD 20892, USA.
This study analyzes particle diffusion in complex systems using a path integral approach. We found that the variance of residence time grows linearly with observation time, providing a method to determine this growth rate.
Area of Science:
- Statistical Mechanics
- Physical Chemistry
- Computational Physics
Background:
- Understanding particle diffusion is crucial in various scientific fields.
- Quantifying residence time and its fluctuations in specific regions is a key challenge.
- Existing models may not fully capture behavior in complex potentials.
Purpose of the Study:
- To develop a theoretical framework for analyzing residence time variance in diffusing systems.
- To investigate the behavior of residence time variance under arbitrary potentials.
- To provide a method for calculating the linear growth rate of variance.
Main Methods:
- Utilizing a path integral based approach.
- Assuming no particle absorption within the domain or at boundaries.
- Leveraging the ergodicity property of the system.
Main Results:
- Demonstrated that the variance of residence time grows linearly with observation time at large times.
- Established a method to determine the slope of this linear dependence.
- Derived explicit formulas for variance in illustrative examples.
Conclusions:
- The path integral method offers a robust way to analyze residence time variance.
- The linear growth of variance with observation time is a general characteristic of such diffusion processes.
- The derived methodology allows for quantitative predictions in systems with arbitrary potentials.
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