Publications

A. Vicente Arévalo, A. Asensio Ramos, Carlos J. Díaz Baso (2026). Accelerating 3D Non-LTE Synthesis with Graph Neural Networks. arXiv preprint arXiv:2605.09543.

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I. J. Soler Poquet, Carlos J. Díaz Baso, A. Sainz Dalda, L. H. M. Rouppe Van Der Voort, D. Nóbrega-Siverio, R. Joshi (2026). IRIS NUV diagnostics for Ellerman bombs: spectral properties, thermodynamics, and formation height. arXiv preprint arXiv:2605.03818.

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Carlos J. Díaz Baso, J. De La Cruz Rodríguez, H.-P. Doerr, M. Van Noort, A. Prasad, A. Feller, D. Kiselman (2026). Thermodynamic and magnetic evolution of an eruptive C-class solar flare observed with SST/TRIPPEL-SP. Astronomy & Astrophysics, 707, A164.

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Reetika Joshi, Luc Rouppe Van Der Voort, Guillaume Aulanier, Sanja Danilovic, Avijeet Prasad, Carlos J. Díaz Baso, Daniel Nóbrega-Siverio, Nicolas Poirier, Daniele Calchetti (2026). Active chromospheric fibril singularity: Coordinated observations from Solar Orbiter, SST, and IRIS. Astronomy & Astrophysics, 706, A369.

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Carlos J. Díaz Baso, I. J. Soler Poquet, C. Kuckein, M. Van Noort, N. Poirier (2026). Inspectorch: Efficient rare event exploration in solar observations. arXiv preprint arXiv:2602.20316.

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Jonas Zbinden, Jaime De La Cruz Rodríguez, Carlos J. Díaz Baso, Lucia Kleint (2026). Insights into penumbral formation from high-resolution photospheric and chromospheric observations. Astronomy & Astrophysics, 705, A35.

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A. Asensio Ramos, M. G. Löfdahl, Carlos J. Díaz Baso, C. Kuckein, S. Esteban Pozuelo (2025). torchmfbd: A flexible multi-object, multi-frame blind deconvolution code. Astronomy & Astrophysics, 703, A26.

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I. J. Soler Poquet, Carlos J. Díaz Baso, L. H. M. Rouppe Van Der Voort, G. J. M. Vissers (2025). Automatic detection of Ellerman bombs using deep learning. Astronomy & Astrophysics, 699, A54.

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Carlos J. Díaz Baso, I. Milić, L. Rouppe Van Der Voort, R. Schlichenmaier (2025). Spectral resolution effects on the information content in solar spectra. Astronomy & Astrophysics, 693, A272.

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Carlos J. Díaz Baso, A. Asensio Ramos, J. De La Cruz Rodríguez, J. M. Da Silva Santos, L. Rouppe Van Der Voort (2025). Spectropolarimetric inversions using neural fields under the weak-field approximation. Astronomy & Astrophysics, 693, A170.

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Carlos J. Díaz Baso, L. Rouppe Van Der Voort, J. De La Cruz Rodríguez, J. Leenaarts (2023). Designing wavelength sampling for Fabry-Pérot observations. Information-based spectral sampling. Preprint, 2023.

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Carlos J. Díaz Baso, A. Asensio Ramos, J. De La Cruz Rodríguez (2021). Bayesian Stokes inversion with Normalizing flows. Article, 2021.

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Carlos J. Díaz Baso, J. De La Cruz Rodríguez, J. Leenaarts (2020). An observationally-constrained model of strong magnetic reconnection in the solar chromosphere. Article, 2021.

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Carlos J. Díaz Baso, J. De La Cruz Rodríguez, S. Danilovic (2019). Solar image denoising with convolutional neural networks. Article, 2020.

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A. Asensio Ramos, Carlos J. Díaz Baso (2019). Stokes Inversion based on Convolutional Neural Networks. Article, 2019.

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