activity
20132026
most citedMachine learning initialization to accelerate Stokes profile inversions

30 citations · 51 across the 6 of their papers we have counts for

collaborators

6 papers

astro-ph.SR2026

Horizontal Magnetic Fields Dominate the Quiet Sun Internetwork in Sunrise III Observations. Evidence from Traditional and Transformer-Based Inversions

Ryan J. Campbell, Carlos Quintero Noda, Manuel Collados +32

The relative prevalence of horizontal and vertical magnetic fields in the quiet-Sun internetwork remains debated, owing to the weak linear polarisation signals that make the inferr…

astro-ph.SR2026

Vector Magnetic Field associated with an Active Region Filament Observed by SUNRISE III/SCIP in the Ca II 8542 Å Line

Takuma Matsumoto, Yukio Katsukawa, Masahito Kubo +38

We report high-spatial-resolution spectropolarimetric observations spatially associated with a solar filament, obtained with the SUNRISE Chromospheric Infrared spectro-Polarimeter…

astro-ph.SR2026

Sunrise III: Instrument, mission, data, and first results

Sami K. Solanki, H. N. Smitha, Andreas Lagg +66

Sunrise III is a stratospheric balloon-borne solar observatory with a 1-m diameter telescope and three post-focus instruments, along with an image stabilisation system, all within…

astro-ph.SR2025

Application of Deep Learning to the Classification of Stokes Profiles: From the Quiet Sun to Sunspots

Ryan James Campbell, Mihalis Mathioudakis, Carlos Quintero Noda +2

The morphology of circular polarisation profiles from solar spectropolarimetric observations encode information about the magnetic field strength, inclination, and line-of-sight ve…

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…

astro-ph.SR2013★ 21 cited

Is magnetic reconnection the cause of supersonic upflows in granular cells ?

J. M. Borrero, V. Martinez Pillet, W. Schmidt +4

In a previous work, we reported on the discovery of supersonic magnetic upflows on granular cells in data from the {\sc Sunrise}/IMaX instrument. In the present work we investigate…