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Normal and Anomalous Diffusion: An Analytical Study Based on Quantum Collision Dynamics and Boltzmann Transport
Sathiya Mahakrishnan1, Subrata Chakraborty1, Amrendra Vijay1
1Department of Chemistry, Indian Institute of Technology Madras , Chennai 600036, India.
This study uses quantum scattering and Boltzmann transport theory to differentiate normal diffusion from anomalous diffusion. It identifies scattering length as a key factor influencing diffusion coefficients in complex systems like biological cells.
Area of Science:
- Physics
- Physical Chemistry
- Statistical Mechanics
Background:
- Diffusion is a fundamental transport phenomenon linking microscopic molecular dynamics to macroscopic behavior.
- Understanding variations in diffusion coefficients, especially in biological systems, requires deeper theoretical insight.
- Current models may not fully capture the complexities of diffusion in dynamic environments.
Purpose of the Study:
- To investigate the transition from normal to anomalous diffusion using quantum scattering.
- To identify a physical attribute that explains variations in normal diffusion coefficients.
- To provide a theoretical framework for diffusion in complex biological systems.
Main Methods:
- Application of quantum scattering theory within the Boltzmann transport framework.
- Introduction of mean square displacement curvature as an order parameter.
- Utilization of quantum scattering length as a tuning variable (η).
Main Results:
- The curvature of mean square displacement effectively distinguishes normal, super-, and subdiffusion regimes.
- The critical point (η = ηc) of scattering length unambiguously determines the normal diffusion coefficient.
- A general expression for the effective linear collision operator was derived from quantum scattering amplitude.
Conclusions:
- Scattering length is a crucial dynamical characteristic for understanding diffusion in complex systems.
- The theoretical framework accurately rationalizes experimental observations in biological diffusion processes.
- A temperature-dependent effective voltage is proposed as a driver for molecular motion in diffusion.
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