33 citations · 104 across the 6 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
astro-ph.SR2021★ 21 cited
Diagnostic capabilities of spectropolarimetric observations for understanding solar phenomena I. Zeeman-sensitive photospheric lines
C. Quintero Noda, P. S. Barklem, R. Gafeira +7
Future ground-based telescopes will expand our capabilities for simultaneous multi-line polarimetric observations in a wide range of wavelengths, from the near-ultraviolet to the n…
astro-ph.IM2021★ 30 cited
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…