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Cristina Rea

Fusion (United States)(US)Plasma Technology (United States)(US)Fusion Academy(US)Massachusetts Institute of Technology(US)

Publications by Year

Research Areas

Magnetic confinement fusion research, Superconducting Materials and Applications, Fusion materials and technologies, Ionosphere and magnetosphere dynamics, Anomaly Detection Techniques and Applications

Most-Cited Works

→ Overview of the SPARC tokamak(2020)411 cited
→ A real-time machine learning-based disruption predictor in DIII-D(2019)110 cited
→ Overview of the SPARC physics basis towards the exploration of burning-plasma regimes in high-field, compact tokamaks(2022)109 cited
→ Disruption prediction investigations using Machine Learning tools on DIII-D and Alcator C-Mod(2018)103 cited
→ Machine learning for disruption warnings on Alcator C-Mod, DIII-D, and EAST(2019)101 cited
→ Progress in disruption prevention for ITER(2019)86 cited

→ MHD stability and disruptions in the SPARC tokamak(2020)

72 cited

→ Exploratory Machine Learning Studies for Disruption Prediction Using Large Databases on DIII-D(2018)67 cited

→ Disruption prediction on EAST tokamak using a deep learning algorithm(2021)59 cited

→ Real-time prediction of high-density EAST disruptions using random forest(2021)52 cited