Disruption prediction investigations using Machine Learning tools on DIII-D and Alcator C-Mod
Author:
Funder
Office of Science
Publisher
IOP Publishing
Subject
Condensed Matter Physics,Nuclear Energy and Engineering
Link
http://iopscience.iop.org/article/10.1088/1361-6587/aac7fe/pdf
Reference40 articles.
1. Tokamak disruption alarm based on a neural network model of the high- beta limit
2. Achievement of Sustained Net Plasma Heating in a Fusion Experiment with the Optometrist Algorithm
3. Neural network prediction of some classes of tokamak disruptions
4. Forecast of TEXT plasma disruptions using soft X rays as input signal in a neural network
5. On-line prediction and mitigation of disruptions in ASDEX Upgrade
Cited by 77 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. Model-free stabilization via Extremum Seeking using a cost neural estimator;Expert Systems with Applications;2024-12
2. Parsimonious statistical techniques for the detection of drifts toward dangerous operational conditions in tokamaks;Plasma Physics and Controlled Fusion;2024-08-01
3. High-beta disruption prediction study on HL-2A with instance-based transfer learning;Nuclear Fusion;2024-07-26
4. Cross-tokamak deployment study of plasma disruption predictors based on convolutional autoencoder;Plasma Physics and Controlled Fusion;2024-07-08
5. Data-driven models in fusion exhaust: AI methods and perspectives;Nuclear Fusion;2024-07-02
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3