Papers matching “classification framework” 16
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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
1citations -
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 -
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, J.J. Aubert, J. Aublin, B. Baret, +90 more
0citations -
Disentangling transients and their host galaxies with scarlet2: A framework to forward model multi-epoch imaging2025 Astronomy and Computing article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Charlotte Ward, P. Melchior, Matt L. Sampson, Colin J. Burke, Jared Siegel, B. Remy, +3 more
7citations -
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 -
Finding Quasars behind the Galactic Plane. IV. Candidate Selection from Chandra with Random Forest2026 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Yanli Ai, Y H Zhang, Yuming Fu, Xue-Bing Wu, Wenfeng Wen, Jiayuan Zhou, +3 more
1citations -
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 -
AGNFITTER-RX: Modeling the radio-to-X-ray spectral energy distributions of AGNs2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Laura N. Martínez-Ramírez, G. Calistro Rivera, Elisabeta Lusso, F. E. Bauer, Emanuele Nardini, Johannes Büchner, +6 more
14citations
16 results