MEMPSEP III. A machine learning-oriented multivariate data set for forecasting the Occurrence and Properties of Solar Energetic Particle Events using a Multivariate Ensemble Approach

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).

Homogenising SoHO/EIT and SDO/AIA 171Å$~$ Images: A Deep Learning Approach

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.