85 citations · 463 across the 18 of their papers we have counts for
13 papers · 1 filter
Accelerating non-LTE synthesis and inversions with graph networks
A. Vicente Arévalo, A. Asensio Ramos, S. Esteban Pozuelo
The computational cost of fast non-LTE synthesis is one of the challenges that limits the development of 2D and 3D inversion codes. It also makes the interpretation of observations…
Bayesian Stokes inversion with Normalizing flows
C. J. Díaz Baso, A. Asensio Ramos, J. de la Cruz Rodríguez
Stokes inversion techniques are very powerful methods for obtaining information on the thermodynamic and magnetic properties of solar and stellar atmospheres. In recent years, very…
Stokes Inversion based on Convolutional Neural Networks
A. Asensio Ramos, C. Diaz Baso
Spectropolarimetric inversions are routinely used in the field of Solar Physics for the extraction of physical information from observations. The application to two-dimensional fie…
Real-time multiframe blind deconvolution of solar images
A. Asensio Ramos, J. de la Cruz Rodriguez, A. Pastor Yabar
The quality of images of the Sun obtained from the ground are severely limited by the perturbing effect of the turbulent Earth's atmosphere. The post-facto correction of the images…
Enhancing SDO/HMI images using deep learning
C. J. Diaz Baso, A. Asensio Ramos
The Helioseismic and Magnetic Imager (HMI) provides continuum images and magnetograms with a cadence better than one per minute. It has been continuously observing the Sun 24 hours…
Penumbral thermal structure below the visible surface
J. M. Borrero, M. Franz, R. Schlichenmaier +2
. The thermal structure of the penumbra below its visible surface (i.e., ) has important implications for our present understanding of sunspots and their penumb…