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Exploring spectropolarimetric inversions using neural fields
C. J. Díaz Baso, A. Asensio Ramos, J. de la Cruz Rodríguez, J. M. da Silva Santos and L. Rouppe van der Voort Astronomy & Astrophysics 693 A170 (2025) https://doi.org/10.1051/0004-6361/202452172
torchmfbd: A flexible multi-object, multi-frame blind deconvolution code
Bayesian Model Reconstruction Based on Spectral Line Observations
Frederik De Ceuster, Thomas Ceulemans, Leen Decin, Taïssa Danilovich and Jeremy Yates The Astrophysical Journal Supplement Series 275(2) 44 (2024) https://doi.org/10.3847/1538-4365/ad89a2
Waves in the lower solar atmosphere: the dawn of next-generation solar telescopes
David B. Jess, Shahin Jafarzadeh, Peter H. Keys, Marco Stangalini, Gary Verth and Samuel D. T. Grant Living Reviews in Solar Physics 20(1) (2023) https://doi.org/10.1007/s41116-022-00035-6
Inferring Vector Magnetic Fields from Stokes Profiles of GST/NIRIS Using a Convolutional Neural Network
Hao Liu, Yan Xu, Jiasheng Wang, Ju Jing, Chang Liu, Jason T. L. Wang and Haimin Wang The Astrophysical Journal 894(1) 70 (2020) https://doi.org/10.3847/1538-4357/ab8818
Solar image denoising with convolutional neural networks
A publicly available simulation of an enhanced network region of the Sun
Mats Carlsson, Viggo H. Hansteen, Boris V. Gudiksen, Jorrit Leenaarts and Bart De Pontieu Astronomy & Astrophysics 585 A4 (2016) https://doi.org/10.1051/0004-6361/201527226
Inversion of the radiative transfer equation for polarized light
THERMAL DIAGNOSTICS WITH THE ATMOSPHERIC IMAGING ASSEMBLY ON BOARD THE SOLAR DYNAMICS OBSERVATORY: A VALIDATED METHOD FOR DIFFERENTIAL EMISSION MEASURE INVERSIONS
Andreas Lagg, Bruce Lites, Jack Harvey, Sanjay Gosain and Rebecca Centeno Space Sciences Series of ISSI, Solar Magnetic Fields 57 37 (2015) https://doi.org/10.1007/978-94-024-1521-6_3