18 citations · 25 across the 8 of their papers we have counts for
Showing astro-ph.SRShow all
2 papers · 1 filter
astro-ph.SR2025
Diffusion Modeling of the Three-Dimensional Magnetic Field in the Sun's Corona
Daniel E. da Silva, Michael Kirk, Nat Mathews +1
In this work, we introduce a novel generative denoising diffusion model for synthesizing the Sun's three-dimensional coronal magnetic field, a complex and dynamic region characteri…
astro-ph.SR2020★ 18 cited
Identifying Flux Rope Signatures Using a Deep Neural Network
Luiz F. G. dos Santos, Ayris Narock, Teresa Nieves-Chinchilla +2
Among the current challenges in Space Weather, one of the main ones is to forecast the internal magnetic configuration within Interplanetary Coronal Mass Ejections (ICMEs). Current…