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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 -
Radio-loud AGN morphology and host-galaxy properties in the LOFAR Two-metre Sky Survey Data Release 22025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
L. Clews, Judith H. Croston, H. J. Dickinson, B. Mingo, M. J. Hardcastle, B. Barkus, +1 more
4citations -
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, Subhrata Dey, Berta Margalef-Bentabol, Alejandro Guzmán-Ortega, Vicente Rodríguez-Gómez
0citations -
The LOFAR Two-metre Sky Survey: Deep Fields data release 1. V. Survey description, source classifications, and host galaxy properties2023 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
P. N. Best, R. Kondapally, Wendy L. Williams, R. K. Cochrane, K. J. Duncan, Catherine Laura Hale, +21 more
96citations -
Euclid Preparation TBD. Characterization of convolutional neural networks for the identification of galaxy-galaxy strong lensing events2023 Zurich Open Repository and Archive (University of Zurich) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Euclid Collaboration, Massimo Meneghetti, G. Angora, R. B. Metcalf, Lauro Moscardini, P. Rosati, +89 more
0citations -
Euclid preparation - LXXV. Estimating galaxy physical properties using CatBoost chained regressors with attention2025 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Euclid Collaboration, A. Humphrey, P. A. C. Cunha, L Bisigello, C. Tortora, M. Bolzonella, +94 more
0citations -
AGN feedback in an infant galaxy cluster: LOFAR-Chandra view of the giant FRII radio galaxy J103025+052430 at z = 1.72023 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
M. Brienza, R. Gilli, Isabella Prandoni, Quirino D’Amato, K. Rajpurohit, F. Calura, +16 more
6citations -
Kinematically cold and warm planetary nebulae samples, HII regions and supernovae remnants in the disc of the face-on spiral galaxy NGC 628 (M74) - the Planetary Nebulae Spectrograph with the Hα arm2026 Frontiers in Astronomy and Space Sciences article Physics and Astronomy Stellar, planetary, and galactic studies Open access
M. Arnaboldi, Ortwin Gerhard, S. Aniyan, K. C. Freeman, Anastasia A Ponomareva, L. Coccato, +11 more
0citations -
CEERS Key Paper. III. The Diversity of Galaxy Structure and Morphology at z = 3–9 with JWST2023 The Astrophysical Journal Letters article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Jeyhan S. Kartaltepe, Caitlin Rose, Brittany N. Vanderhoof, Elizabeth J. McGrath, Luca Costantin, Isabella G. Cox, +55 more
154citations -
VEGAS-SSS: Tracing globular cluster populations in the interacting NGC 3640 galaxy group2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Marco Mirabile, Michele Cantiello, Pratik Lonare, Rossella Ragusa, Maurizio Paolillo, Nandini Hazra, +12 more
10citations -
Systematic analysis of jellyfish galaxy candidates in Fornax, Antlia, and Hydra from the S-PLUS survey: a self-supervised visual identification aid2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Yash Gondhalekar, Ana L. Chies-Santos, Rafael S. de Souza, C. Queiroz, A. R. Lopes, Fabrício Ferrari, +17 more
7citations -
Morphological classification of radio galaxies with Wasserstein generative adversarial network-supported augmentation2023 RAS Techniques and Instruments article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Lennart Rustige, Janis Kummer, Florian Griese, K. Borras, M. Brüggen, Patrick Connor, +4 more
14citations -
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 -
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 -
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
2citations -
GMP-selected dual and lensed AGNs: Selection function and classification based on near-IR colors and resolved spectra from VLT/ERIS, Keck/OSIRIS, and LBT/LUCI2023 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Filippo Mannucci, M. Scialpi, Anna Ciurlo, Sherry Yeh, C. Marconcini, G. Tozzi, +38 more
21citations -
Uncertainty-Aware Tidal Disruption Event Classification : A Host-Agnostic Probabilistic Random Forest Approach2026 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Gamma-ray bursts and supernovae Open access
Vysakh Anilkumar, Sjoert van Velzen, Marek Kowalski, Simeon Reusch
0citations