Mean-field dynamo as a quantumlike modulational instability
S. Jin, I. Y. Dodin

TL;DR
This paper introduces a novel quantumlike framework for mean-field dynamo theory, modeling MHD turbulence as an interacting plasma of fluctuations, enabling new insights into dynamo mechanisms and instabilities.
Contribution
It develops the mean-field wave kinetics (MFWK) approach using Weyl symbol calculus, allowing analysis without scale separation and predicting a new turbulence-driven dynamo effect.
Findings
Reproduces classical $ ext{α}^2$-dynamo results
Calculates nonlocal electromotive force from first principles
Predicts a new dynamo driven by flow-current correlations
Abstract
Presented here is a novel formulation of the mean-field dynamo as a modulational instability of magnetohydrodynamic (MHD) turbulence. This formulation, termed mean-field wave kinetics (MFWK), is based on the Weyl symbol calculus and allows describing the interaction between the mean fields (magnetic field and fluid velocity) and turbulence without requiring scale separation that is commonly assumed in literature. The turbulence is described by the Wigner--Moyal equation for the spectrum of the two-point correlation matrix (Wigner matrix) of magnetic-field and velocity fluctuations and depicts the turbulence as an effective plasma of quantumlike particles that interact via the mean fields. Eddy--eddy interactions, which serve as `collisions' in this effective plasma, are modeled within the standard minimal tau approximation to aid comparison with existing theories. Using MFWK, the…
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.
Taxonomy
TopicsSolar and Space Plasma Dynamics · Geomagnetism and Paleomagnetism Studies · Advanced Thermodynamics and Statistical Mechanics
