Alfvén eigenmode detection using Long-Short Term Memory Networks and CO<sub>2</sub> Interferometer data on the DIII-D National Fusion Facility-Reference-Cited by-同舟云学术

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Alfvén eigenmode detection using Long-Short Term Memory Networks and CO₂ Interferometer data on the DIII-D National Fusion Facility

Published:2023-06-18 Issue: Volume: Page:
ISSN:
Container-title:2023 International Joint Conference on Neural Networks (IJCNN)
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Author:

Garcia Alvin V.¹,Jalalvand Azarakhsh²,Steiner Peter³,Rothstein Andrew²,Van Zeeland Michael⁴,Heidbrink William W.¹,Kolemen Egemen²

Affiliation:

1. University of California, Irvine,Physics and Astronomy,Irvine,CA,USA,92697

2. Princeton University,Mechanical and Aerospace Engineering,Princeton,NJ,USA,08544

3. Institute of Acoustics and Speech Communication,Technische Dresden,Dresden,Germany

4. Experimental Science General Atomics,San Diego,CA,USA,92121

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10190990/10190992/10191760.pdf?arnumber=10191760

Reference35 articles.

1. MHD and Plasma Control in ITER

2. Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

3. Prediction of Alfvén eigenmode energetic particle transport in ITER scenarios with a critical gradient model

4. PyRCN: A toolbox for exploration and application of Reservoir Computing Networks

5. Active control of Alfvén eigenmodes in magnetically confined toroidal plasmas

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Segmentation of MHD modes using Fourier transform, wavelets and computer vision algorithms;Plasma Physics and Controlled Fusion;2024-08-14

2. Time-resolved biphase signatures of quadratic nonlinearity observed in coupled Alfvén eigenmodes on the DIII-D tokamak;Physics of Plasmas;2024-04-01

3. Comparison of machine learning systems trained to detect Alfvén eigenmodes using the CO₂ interferometer on DIII-D;Nuclear Fusion;2023-10-25

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