3 papers
astro-ph.SR2026
Deep Generative model that uses physical quantities to generate and retrieve solar magnetic active regions
Subhamoy Chatterjee, Andres Munoz-Jaramillo, Anna Malanushenko
Deep generative models have shown immense potential in generating unseen data that has properties of real data. These models learn complex data-generating distributions starting fr…
astro-ph.SR2025
Revisiting Christoph Scheiner's Sunspot Records: a New Perspective on Solar Activity of the Early Telescopic Era
V. M. S. Carrasco, A. Muñoz-Jaramillo, M. C. Gallego +1
Christoph Scheiner was one of the most outstanding astronomers in the history of the sunspot observations. His book, Rosa Ursina, is the reference work regarding the study of the e…
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…