2 papers
astro-ph.SR2024
Detection of the solar internal flows with numerical simulation and machine learning
Hiroyuki Masaki, Hideyuki Hotta
The solar interior is filled with turbulent thermal convection, which plays a key role in the energy and momentum transport and the generation of the magnetic field. The turbulent…
astro-ph.SR2023
Solar horizontal flow evaluation using neural network and numerical simulation with snapshot data
Hiroyuki Masaki, Hideyuki Hotta, Yukio Katsukawa +1
We suggest a method that evaluates the horizontal velocity in the solar photosphere with easily observable values using a combination of neural network and radiative magnetohydrody…