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Measuring logarithmic corrections to normal diffusion in infinite-horizon billiards
Giampaolo Cristadoro1, Thomas Gilbert2, Marco Lenci3
1Dipartimento di Matematica, Università di Bologna, Piazza di Porta S. Donato 5, 40126 Bologna, Italy.
Numerical simulations of a Lorentz gas model reveal that the expected superdiffusion behavior is masked by linear growth in accessible time ranges. Analytical comparisons confirm these findings for particle position moments.
Area of Science:
- Statistical Physics
- Dynamical Systems
- Computational Physics
Background:
- The Lorentz gas model describes tracer particle motion in a disordered or periodic potential.
- Superdiffusion, characterized by a mean-squared displacement growing faster than linearly with time, is a key phenomenon in such systems.
- A weak form of superdiffusion, with logarithmic corrections to linear growth, is theoretically predicted for infinite Lorentz gas corridors.
Purpose of the Study:
- To numerically investigate the moments of tracer particle position in a 2D periodic Lorentz gas.
- To analyze the emergence of superdiffusion and its asymptotic behavior.
- To compare simulation results with analytical predictions for anomalous diffusion.
Main Methods:
- Numerical simulations of particle trajectories in a 2D periodic billiard model.
- Calculation of position moments, specifically the mean-squared displacement.
- Comparison of numerical data with analytical results for rescaled distributions and variances.
Main Results:
- The expected asymptotic superdiffusion behavior is obscured by dominant linear growth within accessible simulation time scales.
- Subleading linear growth significantly impacts the observed dynamics, masking the logarithmic correction.
- Simulations show good agreement with analytical predictions for the variance of anomalously rescaled limiting normal distributions.
Conclusions:
- The study highlights the challenges in numerically observing predicted asymptotic behaviors in systems exhibiting weak superdiffusion.
- Linear growth can mask subtle anomalous diffusion effects in finite-time simulations.
- Numerical and analytical approaches are complementary for understanding complex transport phenomena.
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