2 papers
astro-ph.SR2024
Generative Simulations of The Solar Corona Evolution With Denoising Diffusion : Proof of Concept
Grégoire Francisco, Francesco Pio Ramunno, Manolis K. Georgoulis +3
The solar magnetized corona is responsible for various manifestations with a space weather impact, such as flares, coronal mass ejections (CMEs) and, naturally, the solar wind. Mod…
astro-ph.SR2024
Multimodal Flare Forecasting with Deep Learning
Grégoire Francisco, Sabrina Guastavino, Teresa Barata +2
Solar flare forecasting mainly relies on photospheric magnetograms and associated physical features to predict forthcoming flares. However, it is believed that flare initiation mec…