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physics.space-ph2020
Domain of Influence analysis: implications for Data Assimilation in space weather forecasting
Dimitrios Millas, Maria Elena Innocenti, Brecht Laperre +3
Solar activity, ranging from the background solar wind to energetic coronal mass ejections (CMEs), is the main driver of the conditions in the interplanetary space and in the terre…
physics.space-ph2020
Visualizing and Interpreting Unsupervised Solar Wind Classifications
Jorge Amaya, Romain Dupuis, Maria Elena Innocenti +1
One of the goals of machine learning is to eliminate tedious and arduous repetitive work. The manual and semi-automatic classification of millions of hours of solar wind data from…