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Normal and anomalous diffusion in the disordered wind-tree model.
Benjamin A Sanvee1, René Lohmann1,2, Jürgen Horbach1
1Institut für Theoretische Physik II, Heinrich-Heine-Universität Düsseldorf, Universitätsstraße 1, 40225 Düsseldorf, Germany.
Molecular dynamics simulations of Ehrenfests' wind-tree model reveal diffusive tracer particle motion for nonoverlapping scatterers and subdiffusive motion for overlapping scatterers, deviating from low-density theory at higher densities.
Area of Science:
- Statistical Mechanics
- Computational Physics
- Transport Phenomena
Background:
- The Ehrenfests' wind-tree model (EWTM) describes tracer particle dynamics in a system with scatterers.
- Understanding transport properties in disordered systems is crucial for various physical phenomena.
Purpose of the Study:
- To investigate the diffusive and subdiffusive transport of tracer particles in the EWTM using extensive simulations.
- To compare simulation results with theoretical predictions, particularly concerning the diffusion coefficient and non-Gaussian parameter.
- To model the van Hove correlation function for subdiffusive transport in overlapping scatterer systems.
Main Methods:
- Extensive event-driven molecular dynamics simulations were performed on the EWTM.
- Simulations were conducted at various reduced scatterer densities (ρ).
- Diffusion coefficients and non-Gaussian parameters were analyzed and compared with kinetic theory.
Main Results:
- For nonoverlapping scatterers, asymptotic motion is diffusive, with good agreement between simulation and theory at low densities.
- Deviations from kinetic theory emerge at higher densities, indicated by a maximum in the non-Gaussian parameter.
- For overlapping scatterers, asymptotic motion is subdiffusive (mean-squared displacement ~ t^{1-2ρ/3}), consistent with theoretical predictions.
Conclusions:
- Kinetic theory accurately predicts diffusion at low densities but deviates in the higher-density regime for the EWTM.
- The non-Gaussian parameter's behavior highlights deviations from simple diffusion.
- A proposed van Hove correlation function model quantitatively describes subdiffusive transport in systems with overlapping scatterers.
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