Neural network surrogate of QuaLiKiz using JET experimental data to populate training space-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Neural network surrogate of QuaLiKiz using JET experimental data to populate training space

Published:2021-03 Issue:3 Volume:28 Page:032305
ISSN:1070-664X
Container-title:Physics of Plasmas
language:en
Short-container-title:Physics of Plasmas

Author:

Ho A.¹^ORCID,Citrin J.¹^ORCID,Bourdelle C.²^ORCID,Camenen Y.³^ORCID,Casson F. J.⁴^ORCID,van de Plassche K. L.¹^ORCID,Weisen H.⁵,

Affiliation:

1. DIFFER–Dutch Institute for Fundamental Energy Research, De Zaale 20, 5612 AJ Eindhoven, the Netherlands

2. CEA, IRFM, F-13108 Saint Paul Lez Durance, France

3. Aix-Marseille University, CNRS, PIIM, UMR 7345, 13013 Marseille, France

4. CCFE, Culham Science Centre, Abingdon, Oxon OX14 3DB, United Kingdom

5. Ecole Polytechnique Fédérale de Lausanne (EPFL), Swiss Plasma Center (SPC), CH-1015 Lausanne, Switzerland

Funder

European Commission

Publisher

AIP Publishing

Subject

Condensed Matter Physics

Link

https://aip.scitation.org/doi/pdf/10.1063/5.0038290

Reference47 articles.

1. Predicting disruptive instabilities in controlled fusion plasmas through deep learning

2. Disruption prediction investigations using Machine Learning tools on DIII-D and Alcator C-Mod

3. Reconstruction of magnetic configurations in W7-X using artificial neural networks

4. Robust sparse linear regression for tokamak plasma boundary estimation using variational Bayes

5. Evaluation of the Dreicer runaway generation rate in the presence of high- impurities using a neural network

Cited by 22 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. Digital: accelerating the pathway;Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences;2024-08-26

2. EuroPED-NN: uncertainty aware surrogate model;Plasma Physics and Controlled Fusion;2024-08-12

3. The Multiple Roles of Structured Multipurpose Databases in Fusion Research;Fusion Science and Technology;2024-08-08

4. Enhancing predictive capabilities in fusion burning plasmas through surrogate-based optimization in core transport solvers;Nuclear Fusion;2024-06-05

5. Plasma surrogate modelling using Fourier neural operators;Nuclear Fusion;2024-04-09

同舟云学术

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