Joseph Abbate - Publications, H-index & Citations

Joseph Abbate

Princeton University

9H指数

38论文数

366被引数

收录论文 7

发表时间

Combining physics-based and data-driven models for quantitatively accurate plasma profile prediction that extrapolates well; with application to DIII-D, AUG, and ITER tokamaks 结合基于物理和数据驱动的模型，用于定量准确的血浆轮廓预测，可以很好地推断; 应用于diii-d，AUG和ITER托卡马克

NUCLEAR FUSION

IF4

2025-05-01

OAAI

Abbate, J.; Fable, E.; Tardini, G.; Fischer, R.; Kolemen, E.

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

NUCLEAR FUSION

IF4

2024-07-31

OAAI

Rothstein, Andrew; Jalalvand, Azarakhsh; Abbate, Joseph; Erickson, Keith; Kolemen, Egemen

Automated experimental design of safe rampdowns via probabilistic machine learning

NUCLEAR FUSION

IF4

2024-02-23

OAAI

Mehta, Viraj; Barr, Jayson; Abbate, Joseph; Boyer, Mark D.; Char, Ian; Neiswanger, Willie; Kolemen, Egemen; Schneider, Jeff

Machine learning-based real-time kinetic profile reconstruction in DIII-D Diii-d中基于机器学习的实时动力学轮廓重建

NUCLEAR FUSION

IF4

2023-12-22

OAAI

Shousha, Ricardo; Seo, Jaemin; Erickson, Keith; Xing, Zichuan; Kim, Sangkyeun; Abbate, Joseph; Kolemen, Egemen

Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-06-01

OAAI

Jalalvand, Azarakhsh; Abbate, Joseph; Conlin, Rory; Verdoolaege, Geert; Kolemen, Egemen

Alfven eigenmode classification based on ECE diagnostics at DIII-D using deep recurrent neural networks

NUCLEAR FUSION

IF4

2021-12-17

OAAI

Jalalvand, 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

Data-driven profile prediction for DIII-D Diii-d的数据驱动轮廓预测

NUCLEAR FUSION

IF4

2021-03-19

OAAI

Abbate, J.; Conlin, R.; Kolemen, E.

研究方向