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A

Azarakhsh Jalalvand

united states department of energy (doe)

18H指数
71论文数
1.3K被引数
收录论文 20
发表时间
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Real-time plasma monitoring framework for advanced plasma control and ML-research in DIII-DDIII-D中用于先进等离子体控制与机器学习研究的实时等离子体监测框架
errFusion Engineering and Design
IF2
err2026-07-01
err1
PREAI
errKim, SangKyeun; Erickson, Keith; Jalalvand, Azarakhsh; Reed, Ramon; Shousha, Ricardo; Rothstein, Andy; Butt, Jalal; Scotti, Filippo; Allen, Steve; Joung, Semin; Smith, David; Mckee, George; Austin, Max; Van Zeeland, Michael; Nguyen, Jeff; Dave, Abhilasha; Coffee, Ryan; Herbst, Ryan; Nagy, Alex; Bortolon, Alessandro; Kolemen, Egemen
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Radiation-front position control with scenario adjustments during the first tungsten divertor operation on KSTAR在KSTAR首次钨偏滤器运行期间，基于情景调整的辐射前沿位置控制
errNuclear Fusion
IF4
err2026-04-01
err0
errOAAI
errByun, C. S.; Oh, S.; Kim, S. K.; Kim, B. S.; Han, Y. S.; Hahn, S. H.; Lee, H. H.; Jalalvand, A.; Lee, Y. H.; Hwang, J. H.; Shousha, R.; Park, J. -s.; Kolemen, E.
err分享
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Regulation compliant AI for fusion: explainable image-based feedback control of divertor detachment in DIII-D tokamak符合法规的AI用于融合: diii-d托卡马克中基于图像的可解释的偏滤器分离反馈控制
errNuclear Fusion
IF4
err2026-02-02
err0
errOAAI
errNathaniel Chen; Cheolsik Byun; Azarakhsh Jalalvand; Sangkyeun Kim; Andrew Rothstein; Filippo Scotti; Steve Allen; David Eldon; Keith Erickson; Egemen Kolemen
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Real-time reconstruction and control of pedestal-top electron density using RMP and gas puff at KSTAR利用RMP和气体喷射实现KSTAR平台顶电子密度的实时重构与控制
errPlasma Physics and Controlled Fusion
IF2.3
err2026-01-01
err0
PREAI
errKim, Minseok; Kim, Sangkyeun; Rothstein, Andrew; Steiner, Peter; Erickson, Keith; Lee, Young-Ho; Han, Hyunsun; Hahn, Sang-hee; Juhn, June-woo; Kim, Boseong; Shousha, Ricardo; Byun, Cheol-Sik; Butt, Jalal; Shin, Changmin; Hwang, Junghoo; Cha, Minsoo; Farre-Kaga, Hiro J.; Yang, Seongmoo; Hu, Qiming; Eldon, David; Logan, Nikolas C.; Jalalvand, Azarakhsh; Kolemen, Egemen
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Artificial intelligence-based predictive modeling for imaging neutral particle analyzers on the DIII-D tokamak基于人工智能的预测建模，用于在diii-d托卡马克上成像中性粒子分析仪
errNUCLEAR FUSION
IF4
err2025-05-01
err0
errOAAI
errGarcia, Alvin; Liu, Sydney; Du, Xiaodi; Curie, Max; Jalalvand, Azarakhsh; Steiner, Peter; Kolemen, Egemen
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Model-free stabilization via Extremum Seeking using a cost neural estimator
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err0
errOAAI
errDubbioso, Sara; Jalalvand, Azarakhsh; Wai, Josiah; De Tommasi, Gianmaria; Kolemen, Egemen
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Initial testing of Alfvén eigenmode feedback control with machine-learning observers on DIII-D在diii-d上使用机器学习观测器对alfv é n本征模反馈控制进行的初始测试
errNUCLEAR FUSION
IF4
err2024-07-31
err2
errOAAI
errRothstein, Andrew; Jalalvand, Azarakhsh; Abbate, Joseph; Erickson, Keith; Kolemen, Egemen
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Real-time confinement regime detection in fusion plasmas with convolutional neural networks and high-bandwidth edge fluctuation measurements使用卷积神经网络和高带宽边缘波动测量在融合等离子体中进行实时约束状态检测
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-07-16
err1
errOAAI
errGill, K.; Smith, D.; Joung, S.; Geiger, B.; McKee, G.; Zimmerman, J.; Coffee, R.; Jalalvand, A.; Kolemen, E.
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Tokamak edge localized mode onset prediction with deep neural network and pedestal turbulence基于深度神经网络和基座湍流的托卡马克边缘局部模态起始预测
errNUCLEAR FUSION
IF4
err2024-05-14
err2
errOAAI
errJoung, Semin; Smith, David R.; McKee, G.; Yan, Z.; Gill, K.; Zimmerman, J.; Geiger, B.; Coffee, R.; O'Shea, F. H.; Jalalvand, A.; Kolemen, E.
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Highest fusion performance without harmful edge energy bursts in tokamak托卡马克中没有有害边缘能量爆发的最高融合性能
errNATURE COMMUNICATIONS
IF15.7
err2024-05-11
err3
errOAAI
errKim, S. K.; Shousha, R.; Yang, S. M.; Hu, Q.; Hahn, S. H.; Jalalvand, A.; Park, J. -k.; Logan, N. C.; Nelson, A. O.; Na, Y. -s.; Nazikian, R.; Wilcox, R.; Hong, R.; Rhodes, T.; Paz-Soldan, C.; Jeon, Y. M.; Kim, M. W.; Ko, W. H.; Lee, J. H.; Battey, A.; Yu, G.; Bortolon, A.; Snipes, J.; Kolemen, E.
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Comparison of machine learning systems trained to detect Alfven eigenmodes using the CO2 interferometer on DIII-D使用diii-d上的CO2干涉仪训练以检测Alfven本征模的机器学习系统的比较
errNUCLEAR FUSION
IF4
err2023-10-25
err5
errOAAI
errGarcia, Alvin V.; Jalalvand, Azarakhsh; Steiner, Peter; Rothstein, Andy; Van Zeeland, Michael; Heidbrink, William W.; Kolemen, Egemen
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Cluster-Based Input Weight Initialization for Echo State Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-10-01
err10
errOAAI
errSteiner, Peter; Jalalvand, Azarakhsh; Birkholz, Peter
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Hybrid static-sensory data modeling for prediction tasks in basic oxygen furnace process用于碱性氧气炉过程预测任务的混合静态-传感数据建模
errAPPLIED INTELLIGENCE
IF3.5
err2022-11-11
err6
PREAI
errSala, Davi Alberto; Van Yperen-De Deyne, Andy; Mannens, Erik; Jalalvand, Azarakhsh
err分享
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Exploring data-driven models for spatiotemporally local classification of Alfven eigenmodes探索用于Alfven本征模的时空局部分类的数据驱动模型
errNUCLEAR FUSION
IF4
err2022-08-31
err10
PREAI
errKaptanoglu, Alan A.; Jalalvand, Azarakhsh; Garcia, Alvin, V; Austin, Max E.; Verdoolaege, Geert; Schneider, Jeff; Hansen, Christopher J.; Brunton, Steven L.; Heidbrink, William W.; Kolemen, Egemen
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Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-06-01
err21
errOAAI
errJalalvand, Azarakhsh; Abbate, Joseph; Conlin, Rory; Verdoolaege, Geert; Kolemen, Egemen
err分享
err收藏
Alfven eigenmode classification based on ECE diagnostics at DIII-D using deep recurrent neural networks
errNUCLEAR FUSION
IF4
err2021-12-17
err22
errOAAI
errJalalvand, Azarakhsh; Kaptanoglu, Alan A.; Garcia, Alvin, V; Nelson, Andrew O.; Abbate, Joseph; Austin, Max E.; Verdoolaege, Geert; Brunton, Steven L.; Heidbrink, William W.; Kolemen, Egemen
err分享
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Indoor Person Identification Using a Low-Power FMCW Radar
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2018-07-01
err182
PREAI
errVandersmissen, Baptist; Knudde, Nicolas; Jalalvand, Azarakhsh; Couckuyt, Ivo; Bourdoux, Andre; De Neve, Wesley; Dhaene, Tom
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On the application of reservoir computing networks for noisy image recognition水库计算网络在噪声图像识别中的应用
errNEUROCOMPUTING
IF6.5
err2018-02-01
err54
errOAAI
errJalalvand, Azarakhsh; Demuynck, Kris; De Neve, Wesley; Martens, Jean-Pierre
err分享
err收藏
Robust continuous digit recognition using Reservoir Computing
errCOMPUTER SPEECH AND LANGUAGE
IF3.4
err2015-03-01
err18
PREAI
errJalalvand, Azarakhsh; Triefenbach, Fabian; Demuynck, Kris; Martens, Jean-Pierre
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Optimized discriminative transformations for speech features based on minimum classification error基于最小分类误差的语音特征优化判别变换
errPATTERN RECOGNITION LETTERS
IF3.3
err2011-05-01
err12
PREAI
errZamani, Behzad; Akbari, Ahmad; Nasersharif, Babak; Jalalvand, Azarakhsh
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研究方向

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合作学者
合作期刊
A
A. Nelson
H 指数: 80 · 论文数: 485
S
Steven L. Brunton
H 指数: 69 · 论文数: 627
W
W. W. Heidbrink
H 指数: 63 · 论文数: 688
G
G. R. McKee
H 指数: 62 · 论文数: 521
R
R. Nazikian
H 指数: 58 · 论文数: 561
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