A minimally constrained model of self-organized helical states in reversed-field pinches
G.R. Dennis, S.R. Hudson, D. Terranova, P. Franz, R.L. Dewar, M.J., Hole

TL;DR
This paper presents a simplified equilibrium model that reproduces self-organized helical states in reversed-field pinches using only five parameters, capturing key topological features and transport phenomena observed experimentally.
Contribution
It introduces a minimally constrained model that accurately reproduces SHAx and DAx states, reducing complexity and preserving topological structures.
Findings
Successfully reproduces SHAx and DAx states with minimal parameters
Shows transport barrier formation explains self-organization
Captures topological features of plasma states
Abstract
We show that the self-organized single-helical-axis (SHAx) and double-helical-axis (DAx) states in reversed field pinches can be reproduced in a minimally constrained equilibrium model using only five parameters. This is a significant reduction on previous representations of the SHAx which have required an infinite number of constraints. The DAx state, which has a non-trivial topology, has not been previously reproduced using an equilibrium model that preserves this topological structure. We show that both states are a consequence of transport barrier formation in the plasma core, in agreement with experimental results.
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.
