Characterization of predator-prey dynamics, using the evolution of free energy in plasma turbulence

TL;DR

This paper models plasma micro-turbulence as a predator-prey system using free energy evolution, validated through gyrokinetic simulations, providing new insights into turbulence dynamics and amplitude ratios.

Contribution

It introduces a predator-prey model for plasma turbulence based on free energy evolution and validates it with nonlinear gyrokinetic simulations.

Findings

Predator-prey dynamics observed in plasma turbulence.

Time delay and intermittency characteristics identified.

Predicted amplitude ratios match simulation results across parameters.

Abstract

A simple dynamical cascade model for the evolution of free energy is considered in the context of gyrokinetic formalism. It is noted that the dynamics of free energy, that characterize plasma micro-turbulence in magnetic fusion devices, exhibit a clear predator prey character. Various key features of predatory prey dynamics such as the time delay between turbulence and large scale flow structures, or the intermittency of the dynamics are identifed in the quasi-steady state phase of the nonlinear gyrokinetic simulations. A novel prediction on the ratio of turbulence amplitudes in different parts of the wave-number domain that follows from this simple predator prey model is compared to a set of nonlinear simulation results and is observed to hold quite well in a large range of physical parameters. Detailed validation of the predator prey hypothesis using nonlinear gyrokinetics provides a very important input for the effort to apprehend plasma microturbulence, since the predator prey idea can be used as a very effective intuitive tool for understanding.