no code implementations • 23 Jul 2021 • Yasser Abduallah, Jason T. L. Wang, Yucong Shen, Khalid A. Alobaid, Serena Criscuoli, Haimin Wang
In this paper we propose a new method, called TSInet, to reconstruct total solar irradiance by deep learning for short and long periods of time that span beyond the physical models' data availability.
no code implementations • 30 Dec 2020 • Serena Criscuoli, Irina Kitashvili, Viacheslav Sadykov, Alan Wray, Maria Kazachenko, Alexander Kosovichev, Valentín Martínez Pillet, Gelu Nita
In this white paper, we summarize recent numerical achievements to reproduce structure, dynamics, and observed phenomena from the photosphere to the low corona and outline challenges we expect to face for the interpretation of future observations.
Instrumentation and Methods for Astrophysics Solar and Stellar Astrophysics