80 citations · 137 across the 3 of their papers we have counts for
3 papers
Machine learning initialization to accelerate Stokes profile inversions
R. Gafeira, D. Orozco Suárez, I. Milic +3
In this work, we discuss the application of convolutional neural networks (CNNs) as a tool to advantageously initialize Stokes profile inversions. To demonstrate the usefulness of…
Power spectra of velocities and magnetic fields on the solar surface and their dependence on the unsigned magnetic flux density
Y. Katsukawa, D. Orozco Suarez
We have performed power spectral analysis of surface temperatures, velocities, and magnetic fields, using spectro-polarimetric data taken with the Hinode Solar Optical Telescope. W…
Strategy for the inversion of Hinode spectropolarimetric measurements in the quiet Sun
D. Orozco Suarez, L. R. Bellot Rubio, J. C. del Toro Iniesta +10
In this paper we propose an inversion strategy for the analysis of spectropolarimetric measurements taken by {\em Hinode} in the quiet Sun. The spectropolarimeter of the Solar Opti…