Turbulence, Complexity, and Solar Flares
R. T. James McAteer, Peter T. Gallagher, Paul A. Conlon

TL;DR
This paper explores the complex physics behind solar flares, emphasizing the role of magnetic field complexity and energy distribution in predicting these phenomena and understanding their underlying mechanisms.
Contribution
It introduces the analysis of magnetic energy and multifractal spectra as novel approaches to predict solar flares and understand their physics.
Findings
Magnetic energy spectrum correlates with flare activity.
Multifractal spectrum provides insights into magnetic complexity.
Study advances space weather prediction methods.
Abstract
The issue of predicting solar flares is one of the most fundamental in physics, addressing issues of plasma physics, high-energy physics, and modelling of complex systems. It also poses societal consequences, with our ever-increasing need for accurate space weather forecasts. Solar flares arise naturally as a competition between an input (flux emergence and rearrangement) in the photosphere and an output (electrical current build up and resistive dissipation) in the corona. Although initially localised, this redistribution affects neighbouring regions and an avalanche occurs resulting in large scale eruptions of plasma, particles, and magnetic field. As flares are powered from the stressed field rooted in the photosphere, a study of the photospheric magnetic complexity can be used to both predict activity and understand the physics of the magnetic field. The magnetic energy spectrum and…
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.
