2 papers
astro-ph.SR2024
A Foundation Model for the Solar Dynamics Observatory
James Walsh, Daniel G. Gass, Raul Ramos Pollan +7
SDO-FM is a foundation model using data from NASA's Solar Dynamics Observatory (SDO) spacecraft; integrating three separate instruments to encapsulate the Sun's complex physical in…
astro-ph.SR2024
Virtual EVE: a Deep Learning Model for Solar Irradiance Prediction
Manuel Indaco, Daniel Gass, William James Fawcett +3
Understanding space weather is vital for the protection of our terrestrial and space infrastructure. In order to predict space weather accurately, large amounts of data are require…