Blar i Bergen Open Research Archive på forfatter "Smirnov, Artem"
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Kelvin-Helmholtz Instability Associated With Reconnection and Ultra Low Frequency Waves at the Ground: A Case Study
Kronberg, E.A.; Gorman, J.; Nykyri, K.; Smirnov, Artem; Gjerløv, Jesper; Grigorenko, Elena; Kozak, L.V.; Ma, Xuanye; Trattner, K.J.; Friel, M. (Journal article; Peer reviewed, 2021)The Kelvin-Helmholtz instability (KHI) and its effects relating to the transfer of energy and mass from the solar wind into the magnetosphere remain an important focus of magnetospheric physics. One such effect is the ... -
Prediction of Soft Proton Intensities in the Near-Earth Space Using Machine Learning
Kronberg, Elena A.; Hannan, Tanveer; Huthmacher, Jens; Münzer, Marcus; Peste, Florian; Zhou, Ziyang; Berrendorf, Max; Faerman, Evgeniy; Gastaldello, Fabio; Ghizzardi, Simona; Escoubet, Philippe; Haaland, Stein; Smirnov, Artem; Sivadas, Nithin; Allen, Robert C.; Tiengo, Andrea; Ilie, Raluca (Journal article; Peer reviewed, 2021)The spatial distribution of energetic protons contributes to the understanding of magnetospheric dynamics. Based upon 17 yr of the Cluster/RAPID observations, we have derived machine-learning-based models to predict the ...