Fractals, non-extensive statistics and QCD
Airton Deppman, Eugenio Megias, Debora P. Menezes

TL;DR
This paper explores fractal-like scaling in QCD using non-extensive statistics, deriving the Tsallis index from field theory, and successfully explaining experimental high-energy collision phenomena.
Contribution
It introduces a non-perturbative, fractal-based approach to QCD that links scale invariance with non-extensive statistics, providing new insights into particle collision data.
Findings
Derivation of the Tsallis index from QCD parameters.
Agreement of theoretical q with experimental data.
Explanation of multiplicity and distribution patterns in high-energy collisions.
Abstract
In this work we analyse how scaling properties of Yang-Mills field theory manifest as self-similarity of truncated n-point functions by scale evolution. The presence of such structures, which actually behaves as fractals, allow for recurrent non-perturbative calculation of any vertex. Some general properties are indeed independent of the perturbative order, what simplifies the non-perturbative calculations. We show that for sufficiently high perturbative orders a statistical approach can be used, the non extensive statistics is obtained, and the Tsallis index, , is deduced in terms of the field theory parameters. The results are applied to QCD in the one-loop approximation, where can be calculated, resulting in a good agreement with the value obtained experimentally. We discuss how this approach allows to understand some intriguing experimental findings in high energy…
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.
