Publications

(2026). Accelerating 3D Non-LTE Synthesis with Graph Neural Networks. arXiv preprint arXiv:2605.09543.

PDF ArXiv

(2026). IRIS NUV diagnostics for Ellerman bombs: spectral properties, thermodynamics, and formation height. arXiv preprint arXiv:2605.03818.

PDF ArXiv

(2026). Thermodynamic and magnetic evolution of an eruptive C-class solar flare observed with SST/TRIPPEL-SP. Astronomy & Astrophysics, 707, A164.

PDF DOI Journal ArXiv

(2026). Active chromospheric fibril singularity: Coordinated observations from Solar Orbiter, SST, and IRIS. Astronomy & Astrophysics, 706, A369.

PDF DOI Journal ArXiv

(2026). Inspectorch: Efficient rare event exploration in solar observations. arXiv preprint arXiv:2602.20316.

PDF Code ArXiv

(2026). Insights into penumbral formation from high-resolution photospheric and chromospheric observations. Astronomy & Astrophysics, 705, A35.

DOI Journal

(2025). torchmfbd: A flexible multi-object, multi-frame blind deconvolution code. Astronomy & Astrophysics, 703, A26.

PDF Code DOI Journal ArXiv

(2025). Automatic detection of Ellerman bombs using deep learning. Astronomy & Astrophysics, 699, A54.

PDF DOI Journal ArXiv

(2025). Spectral resolution effects on the information content in solar spectra. Astronomy & Astrophysics, 693, A272.

PDF DOI Journal ArXiv

(2025). Spectropolarimetric inversions using neural fields under the weak-field approximation. Astronomy & Astrophysics, 693, A170.

PDF Code DOI Journal ArXiv

(2023). Designing wavelength sampling for Fabry-Pérot observations. Information-based spectral sampling. Preprint, 2023.

PDF ArXiv

(2021). Bayesian Stokes inversion with Normalizing flows. Article, 2021.

PDF Code Slides Poster ArXiv

(2019). Solar image denoising with convolutional neural networks. Article, 2020.

PDF Code Journal ArXiv

(2019). Stokes Inversion based on Convolutional Neural Networks. Article, 2019.

PDF Journal ArXiv