no code implementations • 23 Oct 2023 • Kimberly Moreland, Maher Dayeh, Hazel M. Bain, Subhamoy Chatterjee, Andres Munoz-Jaramillo, Samuel Hart
We introduce a new multivariate data set that utilizes multiple spacecraft collecting in-situ and remote sensing heliospheric measurements shown to be linked to physical processes responsible for generating solar energetic particles (SEPs).
1 code implementation • 29 Aug 2023 • Kiera van der Sande, Andrés Muñoz-Jaramillo, Subhamoy Chatterjee
In this paper, we consider over 4 solar cycles of daily historical magnetogram data from multiple instruments.
no code implementations • 29 Aug 2023 • Subhamoy Chatterjee, Andrés Muñoz-Jaramillo, Derek A. Lamb
Machine learning (ML) is becoming a critical tool for interrogation of large complex data.
no code implementations • 20 Aug 2023 • Subhamoy Chatterjee, Andrés Muñoz-Jaramillo, Maher Dayeh, Hazel M. Bain, Kimberly Moreland
Extreme Ultraviolet images of the Sun are becoming an integral part of space weather prediction tasks.
