A novel unsupervised machine learning algorithm for automatic Alfvénic activity detection in the TJ-II stellarator

被引：0
|
作者：
Zapata-Cornejo, E.d.D. [1 ,2 ]
Zarzoso, D. [1 ]
Pinches, S.D. [2 ]
Bustos, A. [3 ]
Cappa, A. [4 ]
Ascasibar, E. [4 ]
机构：
[1] Aix Marseille Univ, CNRS, Centrale Med, Marseille,M2P2, France
[2] ITER Organization, Route de Vinon-sur-Verdon, CS 90 046, St. Paul Lez Durance,13067 Cedex, France
[3] Department of Technology, CIEMAT, Av. Complutense 40, Madrid,28040, Spain
[4] National Fusion Laboratory-CIEMAT, Av. Complutense 40, Madrid,28040, Spain
来源：
Nuclear Fusion | 2024年 / 64卷 / 12期
关键词：
All Open Access; Gold;
D O I：
10.1088/1741-4326/ad85f4
中图分类号：
学科分类号：
摘要：
Stellarators
引用
收藏
相关论文
共 50 条
  • [31] Improved Automatic Detection of GPS Satellite Oscillator Anomaly using a Machine Learning Algorithm
    Liu, Yunxiang
    Morton, Y. Jade
    NAVIGATION-JOURNAL OF THE INSTITUTE OF NAVIGATION, 2022, 69 (01):
  • [32] A Robust Automatic Epilepsy Seizure Detection Algorithm Based on Interpretable Features and Machine Learning
    Liu, Shiqi
    Zhou, Yuting
    Yang, Xuemei
    Wang, Xiaoying
    Yin, Junping
    ELECTRONICS, 2024, 13 (14)
  • [33] Detection of EEG burst-suppression in neurocritical care patients using an unsupervised machine learning algorithm
    Narula, G.
    Haeberlin, M.
    Balsiger, J.
    Strassle, C.
    Imbach, L. L.
    Keller, E.
    CLINICAL NEUROPHYSIOLOGY, 2021, 132 (10) : 2485 - 2492
  • [34] A Novel Machine Learning Algorithm for Cloud Detection Using AERI Measurement Data
    Liu, Lei
    Ye, Jin
    Li, Shulei
    Hu, Shuai
    Wang, Qi
    REMOTE SENSING, 2022, 14 (11)
  • [35] Using Machine Learning to Develop a Novel Error Detection Algorithm for HDR Brachytherapy
    Sterling, D.
    Ehler, E.
    MEDICAL PHYSICS, 2018, 45 (06) : E669 - E669
  • [36] Automatic GNSS Ionospheric Scintillation Detection with Radio Occultation Data Using Machine Learning Algorithm
    Ji, Guangwang
    Jin, Ruimin
    Zhen, Weimin
    Yang, Huiyun
    Xu, Qizhi
    Zheng, Jin
    Gao, Feng
    APPLIED SCIENCES-BASEL, 2024, 14 (01):
  • [37] Automatic Fault Detection and Diagnosis of Air Handling Unit Using an Online Machine Learning Algorithm
    Karami, Majid
    Wang, Liping
    ASHRAE TRANSACTIONS 2019, VOL 125, PT 2, 2019, 125 : 56 - 59
  • [38] Automatic detection of microaneurysms using a novel segmentation algorithm based on deep learning techniques
    Monisha Birlin, T.
    Divya, C.
    John Livingston, J.
    COMPUTATIONAL INTELLIGENCE, 2023, 39 (06) : 1039 - 1053
  • [39] An unsupervised machine learning algorithm for in-situ defect-detection in laser powder-bed fusion
    Taherkhani, Katayoon
    Eischer, Christopher
    Toyserkani, Ehsan
    JOURNAL OF MANUFACTURING PROCESSES, 2022, 81 : 476 - 489
  • [40] Unsupervised machine learning for detection of phase transitions in off-lattice systems. II. Applications
    Jadrich, R. B.
    Lindquist, B. A.
    Pineros, W. D.
    Banerjee, D.
    Truskett, T. M.
    JOURNAL OF CHEMICAL PHYSICS, 2018, 149 (19):
12345