2 papers
astro-ph.SR2026
Neural Differential Equations for the Solar Dynamo
E. Illarionov, R. Stepanov, K. M. Kuzanyan +1
Physical models aimed to reproduce basic features of the solar sunspot cycle are typically based on the solar dynamo mechanism. Usually qualitative arguments are used to define par…
astro-ph.SR2024
Forecast of solar activity based on mean-field dynamo model and neural network
Nathan Kleeorin, Kirill Kuzanyan, Nikolai Safiullin +4
We discuss a prediction of the solar activity on a short time-scale applying the method based on a combination of a nonlinear mean-field dynamo model and the artificial neural netw…