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Dusty Stellar Source Classification by Implementing Machine Learning Methods Based on Spectroscopic Observations in the Magellanic Clouds2025 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Sepideh Ghaziasgar, Mahdi Abdollahi, Atefeh Javadi, Jacco Th. van Loon, Iain McDonald, Joana M. Oliveira, +4 more
3citations -
Performance of morphological classifiers for galaxy mergers compared to current machine learning methods2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Aidan P. Cotter, William Pearson, Berta Margalef-Bentabol, Alejandro Guzmán-Ortega, Vicente Rodríguez-Gómez
0citations -
Angular Irradiation Methods for DOI Calibration of Light-Sharing Detectors—A Perspective for PET In-System Calibration2023 IEEE Transactions on Radiation and Plasma Medical Sciences article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access cited by 1 patent
Yannick Kuhl, Stephan Naunheim, David Schug, Volkmar Schulz, Florian Mueller
11citations -
Custom Orthogonal Weight functions (COWs) for event classification14citations
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AutoSourceID-Classifier. Star-Galaxy Classification using a Convolutional Neural Network with Spatial Information2023 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Fiorenzo Stoppa, Saptashwa Bhattacharyya, Paul M. Vreeswijk, S. Caron, Gabrijela Zaharijaš, S. Bloemen, +6 more
1citations -
Extreme Deconvolution Reimagined: Conditional Densities via Neural Networks and an Application in Quasar Classification2024 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Yi Kang, Joseph F. Hennawi, Jan–Torge Schindler, John Tamanas, Riccardo Nanni
1citations -
Unveiling Quasars in Gaia DR3: Multimodal Classification and Redshift Estimation of BP/RP Sources with Deep Learning2026 The Astrophysical Journal Supplement Series article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Jinghang Shi, Yanxia Zhang, Changhua Li, J. L. Zhang, Zihan Kang, Shirui Wei, +7 more
1citations -
Galaxy merger challenge: A comparison study between machine learning-based detection methods2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Berta Margalef-Bentabol, Lingyu Wang, Antonio La Marca, Carmen Blanco-Prieto, H. Domínguez Sánchez, Andy D. Goulding, +9 more
20citations -
Galaxy merger challenge: A comparison study between machine learning-based detection methods2024 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Berta Margalef-Bentabol, Antonio La Marca, Carmen Blanco-Prieto, Andy D. Goulding, Alejandro Guzmán-Ortega, Garreth Martin, +7 more
3citations -
Galaxy Mergers Classification Using CNNs Trained on Sérsic Models, Residuals, and Raw Images2026 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
D. M. Chudy, William Pearson, L. E. Suelves, Berta Margalef-Bentabol, A. Pollo, Lingyu Wang, +2 more
0citations -
When Spectral Modeling Meets Convolutional Networks: A Method for Discovering Reionization-era Lensed Quasars in Multiband Imaging Data2023 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
I.T Andika, K. Jahnkę, Arjen van der Wel, Eduardo Bañados, Sarah E. I. Bosman, Frederick B. Davies, +5 more
8citations -
tdescore: An Accurate Photometric Classifier for Tidal Disruption Events2024 The Astrophysical Journal Letters article Physics and Astronomy Gamma-ray bursts and supernovae Open access
Robert David Stein, Ashish A. Mahabal, Simeon Reusch, M. J. Graham, M. M. Kasliwal, Marek P. Kowalski, +9 more
17citations -
The LOFAR Two-metre Sky Survey Deep Fields: new probabilistic spectroscopic classifications and the accretion rates of radio galaxies2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
M I Arnaudova, Daniel J. B. Smith, M. J. Hardcastle, P. N. Best, Soumyadeep Das, Shravya Shenoy, +5 more
8citations -
Light-curve fingerprints: an automated approach to the extraction of X-ray variability patterns with feature aggregation – an example application to GRS 1915+1052021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysical Phenomena and Observations Open access
Jakub K. Orwat-Kapola, Antony J. Bird, Adam B. Hill, D. Altamirano, Daniela Huppenkothen
10citations -
The DESI view of the faint radio source population in LoTSS DR22026 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
M I Arnaudova, L. R. Holden, D J B Smith, P. N. Best, R. Kondapally, K. J. Duncan, +7 more
0citations