Concepedia

Disruption Prediction

Disruption Prediction is a computational methodology in plasma physics that identifies imminent loss of plasma confinement in fusion devices by distinguishing precursory signals from stable operational dynamics.

131

Publications

5.9K

Citations

2.3K

Authors

259

Institutions

Publications per year

2017–2026

64

Parents

Publications

131

Predicting disruptive instabilities in controlled fusion plasmas through deep learning

Julian Kates‐Harbeck, Alexey Svyatkovskiy, W. M. Tang · Nature · 2019 · 369 citations · Full text

, , +16

Performance and Sleepiness as a Function of Frequency and Placement of Sleep Disruption

Michael H. Bonnet · Psychophysiology · 1986 · 231 citations

, , +16

Tokamak disruption alarm based on a neural network model of the high- beta limit

D. Wróblewski, G.L. Jahns, J.A. Leuer · Nuclear Fusion · 1997 · 136 citations

, , +17

An advanced disruption predictor for JET tested in a simulated real-time environment

G.A. Rattá, J. Vega, A. Murari et al. · Nuclear Fusion · 2010 · 120 citations

, , +11

A real-time machine learning-based disruption predictor in DIII-D

Cristina Rea, Kevin Montes, Keith Erickson et al. · Nuclear Fusion · 2019 · 114 citations · Full text

, , +15

1–5 of 131

Authors

2.3K

  1. AM
    A. Murari

    National Agency for New Technologies, Energy and Sustainable Economic Development, Italy

    35 publications · 1.3K citations

    22

    h-index

  2. AF
    Alessandra Fanni

    University of Cagliari, Italy

    18 publications · 811 citations

    16

    h-index

  3. BC
    B. Cannas

    University of Cagliari, Italy

    18 publications · 811 citations

    16

    h-index

  4. JV
    J. Vega

    National Agency for New Technologies, Energy and Sustainable Economic Development, Italy

    21 publications · 918 citations

    16

    h-index

  5. GS
    G. Sias

    University of Cagliari, Italy

    16 publications · 615 citations

    15

    h-index

1–5 of 2.3K

Institutions

259

  1. National Agency for New Technologies, Energy and Sustainable Economic Development

    Rome, Italy

    25 h-index

    111 publications

    7.9K citations

  2. Culham Science Centre

    Abingdon, United Kingdom

    21 h-index

    761 publications

    62.4K citations

  3. Fusion Academy

    Grand Rapids, United States

    18 h-index

    82 publications

    5.4K citations

  4. Fusion (United States)

    Houston, United States

    17 h-index

    80 publications

    5.3K citations

  5. University of Cagliari

    Cagliari, Italy

    16 h-index

    85 publications

    4K citations

  6. Max Planck Institute for Plasma Physics

    Garching, Germany

    15 h-index

    145 publications

    10.6K citations

  7. Plasma Technology (United States)

    Torrance, United States

    15 h-index

    65 publications

    4.1K citations

  8. Princeton Plasma Physics Laboratory

    Princeton, United States

    14 h-index

    115 publications

    5.8K citations

1–8 of 259

Venues

  1. Nuclear Fusion

    52 publications · 2.8K citations

    35

    h-index

  2. Plasma Physics and Controlled Fusion

    17 publications · 647 citations

    16

    h-index

  3. Fusion Engineering and Design

    14 publications · 423 citations

    13

    h-index

  4. Physics of Plasmas

    7 publications · 287 citations

    7

    h-index

  5. Fusion Science & Technology

    6 publications · 182 citations

    6

    h-index

1–5