Gibbsian theory of power law distributions
R. A. Treumann, C. H. Jaroschek

TL;DR
This paper extends Gibbsian statistical mechanics to describe marginally stable, non-thermal equilibrium power law distributions in collisionless plasmas with turbulence, introducing an ordering parameter and non-extensive entropy.
Contribution
It develops a generalized Gibbsian framework with an ordering parameter and non-extensive entropy to explain power law distributions in turbulent collisionless plasmas.
Findings
Power law distributions are linked to marginally stable Gibbsian equilibria.
A new entropy and partition function form are derived for dependent subsystems.
Redefinition of temperature in non-extensive systems is proposed.
Abstract
It is shown that power law phase space distributions describe marginally stable Gibbsian equilibria far from thermal equilibrium which are expected to occur in collisionless plasmas containing fully developed quasi-stationary turbulence. Gibbsian theory is extended on the fundamental level to statistically dependent subsystems introducing an `ordering parameter' . Particular forms for the entropy and partition functions are derived with super-additive (non-extensive) entropy, and a redefinition of temperature in such systems is given.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
