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Turbulence statistical analysis of the L-H transition and RMPs in KSTAR

  • Eun-jin Kim
  • , Huiwon Chung
  • , Minjun J. Choi
  • , Yoonji Lee
  • , Seongjun Han
  • , GyungJin Choi
  • , Jong Gyu Park
  • , Seong Moo Yang
  • Seoul National University

Research output: Contribution to journalArticlepeer-review

Abstract

We investigate the turbulence statistics associated with low-to-high confinement (L-H) transitions and externally applied resonant magnetic perturbations (RMPs) in KSTAR. Time-series fluctuations of electron density ne (BES), electron temperature Te (ECEI), and the time derivative of the poloidal magnetic field dBθ/dt (Mirnov coils) are analysed using information-geometric measures (information rate Γ and information length L = R Γdt), together with kurtosis κ and variance σ2. In low-density upper single-null plasmas (ne ∼ 1.2 × 1019 m−3), a ∼ 80 kHz magnetic mode coupling ne, Te, and dBθ/dt emerges prior to the L-H transition and persists into the ELMy H-mode. Edge-localised RMPs (ERMPs) suppress this coherent mode but enhance intermittency, producing frequent bursts that abruptly reshape the time- dependent Probability Density Functions (PDFs) and generate large spikes in Γ (with smaller changes in κ), signalling ERMP-driven departures from quasi-stationarity. The impact of ERMPs on background fluctuation levels depends on density, radial location, and the fluctuating variable itself (n ̃, T ̃, B ̇θ), whereas L provides a robust, regime- agnostic measure of cumulative statistical reorganisation and spatial decorrelation. In particular, at low density we observe weaker coupling between n ̃ and T ̃, along with a tendency toward decreased radial correlation—most clearly for T ̃—under ERMPs. Overall, information geometry cleanly captures intermittent events, quantifies non- equilibrium PDF evolution, and offers a compact, cross-diagnostic metric for assessing RMP effects on edge transport and correlation across densities, radial locations, and confinement states.
Original languageEnglish
Article number 105002
JournalPlasma Physics and Controlled Fusion
Volume67
Issue number10
Early online date29 Sept 2025
DOIs
Publication statusPublished - 2025

Bibliographical note

Publisher Copyright:
© 2025 IOP Publishing Ltd. All rights, including for text and data mining, AI training, and similar technologies, are reserved.

Funding

This research is supported by Brain Pool Program funded by the Ministry of Science and ICT through the National Research Foundation of Korea (RS-2023-00284119). EK thanks Seoul National University for support and hospitality.

FundersFunder number
Ministry of Science and ICT
Seoul National University
National Research Foundation of KoreaRS-2023-00284119

    Keywords

    • ELMs
    • KSTAR
    • L-H transition
    • RMPs
    • information geometry
    • statistical
    • turbulence

    ASJC Scopus subject areas

    • Nuclear Energy and Engineering
    • Condensed Matter Physics

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