3 papers
physics.space-ph2026
Electron Temperature Gradients Regulate the Duration of Two-Stage Plasmasphere Refilling
Jaden Fitzpatrick, Kausik Chatterjee, Naomi Maruyama +5
After geomagnetic storms erode the plasmasphere, cold ionospheric plasma flows along magnetic field lines to refill the depleted flux tubes. Previous studies have suggested that re…
physics.space-ph2026
Automatic Identification of Magnetospheric Regions using Supervised Machine Learning Models
Narges Ahmadi, Robert Ergun, Xiangning Chu +1
We present an automated approach for identifying magnetospheric regions using supervised machine learning techniques applied to Magnetospheric MultiScale mission data. Our method u…
physics.space-ph2026
CLARE: Classification-based Regression for Electron Temperature Prediction
Michael Liang, Blake DeHaas, Naomi Maruyama +3
Electron temperature (Te) is an important parameter governing space weather in the upper atmosphere, but has historically been underexplored in the space weather machine learning l…