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Nonlinear dynamics of continuous-time random walks in inhomogeneous medium
Sean Carnaffan1, Marcin Magdziarz2, Wladyslaw Szczotka3
1School of Mathematics and Statistics, University of Sydney, NSW 2006, Australia.
This study analyzes continuous-time random walks (CTRWs) with location-dependent waiting times. We show that a bounded trapping region can lead to nonlinear subdiffusion or standard diffusion, depending on the power-law index.
Area of Science:
- Physics
- Statistical Mechanics
- Mathematical Modeling
Background:
- Continuous-time random walks (CTRWs) model particle motion with random waiting times.
- Standard CTRWs assume uniform waiting time distributions.
- Inhomogeneities in the medium can significantly alter particle transport dynamics.
Purpose of the Study:
- To investigate the diffusion limit of an inhomogeneous CTRW model.
- To analyze particle motion in a medium with a bounded trapping region and location-dependent waiting times.
- To determine how power-law waiting time distributions influence diffusive behavior.
Main Methods:
- Derivation of a diffusion limit for the inhomogeneous CTRW.
- Analysis of CTRW with power-law waiting times within a trapping region.
- Comparison of motion in the trapping region (anomalous diffusion) versus elsewhere (regular diffusion).
Main Results:
- The study derives a diffusion limit for the described inhomogeneous CTRW.
- It is shown that the particle's motion can exhibit nonlinear subdiffusion.
- Alternatively, standard diffusive motion is observed, contingent on the power-law distribution's index.
Conclusions:
- Location-dependent waiting times in CTRWs lead to complex transport phenomena.
- The presence of a bounded trapping region with power-law waiting times can induce subdiffusion.
- The resulting diffusive behavior is tunable via the power-law index, offering insights into anomalous transport in heterogeneous media.
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