Papers matching “deep learning classification” 24
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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 -
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 -
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 -
Discriminative versus generative approaches to simulation-based inference2025 Machine Learning Science and Technology article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Benjamin Sluijter, Sascha Diefenbacher, W. Bhimji, Benjamin Philip Nachman
3citations -
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 -
Galactic bars and active galactic nucleus fuelling in the second half of cosmic history2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Antonio La Marca, Maria Teresa Nardone, L. Wang, Berta Margalef-Bentabol, Sandor Kruk, Scott C. Trager
2citations -
Galactic bars and active galactic nucleus fuelling in the second half of cosmic history2026 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Antonio La Marca, Maria Teresa Nardone, L. Wang, Berta Margalef-Bentabol, Sandor Kruk, Scott C. Trager
0citations -
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
24 results