3 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…
astro-ph.SR2023
Automated detection and analysis of coronal active region structures across Solar Cycle 24
Daniel Gordon Gass, Robert William Walsh
Observations from the NASA Solar Dynamic Observatory Atmospheric Imaging Assembly were employed to investigate targeted physical properties of coronal active region structures acro…