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physics.space-ph2023
Clustering of Global Magnetospheric Observations
James Edmond, Joachim Raeder, Banafsheh Ferdousi +2
The use of supervised methods in space science have demonstrated powerful capability in classification tasks, but unsupervised methods have been less utilized for the clustering of…
physics.space-ph2022★ 15 cited
Global geomagnetic perturbation forecasting using Deep Learning
Vishal Upendran, Panagiotis Tigas, Banafsheh Ferdousi +6
Geomagnetically Induced Currents (GICs) arise from spatio-temporal changes to Earth's magnetic field which arise from the interaction of the solar wind with Earth's magnetosphere,…