Papers matching “deep learning classification” 36
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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 -
Identification of multicomponent LOFAR sources with multimodal deep learning2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
L. Alegre, P. N. Best, J. Sabater, Huub J. A. Röttgering, M. J. Hardcastle, Wendy L. Williams
3citations -
Combining Maximum-Likelihood with Deep Learning for Event Reconstruction in IceCube2021 International Cosmic Ray Conference conference-paper Physics and Astronomy Neutrino Physics Research Open access
Mirco Huennefeld, M. Ackermann, Jenni Adams, Juanan Aguilar, M. Ahlers, Maryon Ahrens, +93 more
18citations -
Deep learning framework for enhanced neutrino reconstruction of single-line events in the ANTARES telescope2026 Machine Learning Science and Technology article Physics and Astronomy Neutrino Physics Research Open access
A. Albert, S. Alves Garre, M. Ardid, S. Ardid, J.J. Aubert, J. Aublin, +92 more
0citations -
Pushing the Limit of Asteroseismic Detection for Cool Dwarfs Using TESS and Deep Learning2026 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Waly M Z Karim, Rocio Kiman, Derek L. Buzasi, Cecilia Garraffo, Joshua Wing, Jim Fuller, +3 more
0citations -
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 -
Catalogue of disc galaxy morphological classification in the KiDS-NW2 field2026 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Antonio La Marca, Maria Teresa Nardone, Lingyu Wang, Berta Margalef-Bentabol, Sandor Kruk, Scott C. Trager
0citations -
Catalogue of disc galaxy morphological classification in the KiDS-NW2 field2026 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Antonio La Marca, Maria Teresa Nardone, Lingyu Wang, Berta Margalef-Bentabol, Sandor Kruk, Scott C. Trager
0citations -
Euclid preparation. Measuring detailed galaxy morphologies for Euclid with Machine Learning2024 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Euclid Collaboration, Ben Aussel, S. Kruk, M. Walmsley, Marc Huertas-Company, M Castellano, +94 more
0citations -
A multi-band AGN-SFG classifier for extragalactic radio surveys using machine learning2023 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Juan Karsten, Lingyu Wang, Berta Margalef-Bentabol, P. N. Best, R. Kondapally, Antonio La Marca, +4 more
6citations