On the origin of super-diffusive behavior in a class of non-equilibrium systems

TL;DR

This paper presents a theoretical framework explaining super-diffusive behavior in non-equilibrium systems like tumor cell dynamics and soap foams, highlighting universality and matching simulation results.

Contribution

It introduces a stochastic quantization approach to model super-diffusion, unifying different non-equilibrium systems within a common universality class.

Findings

Super-diffusive behavior is universal across studied systems.

The theory quantitatively matches simulation data.

Short-time sub-diffusion arises from jamming effects.

Abstract

Experiments and simulations have established that dynamics in a class of living and abiotic systems that are far from equilibrium exhibit super diffusive behavior at long times, which in some cases (for example evolving tumor) is preceded by slow glass-like dynamics. By using the evolution of a collection of tumor cells, driven by mechanical forces and subject to cell birth and apoptosis, as a case study we show theoretically that on short time scales the mean square displacement is sub-diffusive due to jamming, whereas at long times it is super diffusive. The results obtained using stochastic quantization method, which is needed because of the absence of fluctuation-dissipation theorem (FDT), show that the super-diffusive behavior is universal and impervious to the nature of cell-cell interactions. Surprisingly, the theory also quantitatively accounts for the non-trivial dynamics observed in simulations of a model soap foam characterized by creation and destruction of spherical bubbles, which suggests that the two non-equilibrium systems belong to the same universality class. The theoretical prediction for the super diffusion exponent is in excellent agreement with simulations for collective motion of tumor cells and dynamics associated with soap bubbles.