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Exploring the FastIC+ ASIC Readout for Event Classification in Heterostructured Scintillators2025 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) conference-paper Physics and Astronomy Radiation Detection and Scintillator Technologies
G. Terragni, David Mazzanti, J. Alozy, David Gascon, Karl‐Josef Langen, K. Ziemons, +1 more
0citations -
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
2citations -
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 -
Custom Orthogonal Weight functions (COWs) for event classification14citations
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Event Classification in Heterostructured Scintillators With Limited Readout Information Using Neural Networks2025 IEEE Transactions on Radiation and Plasma Medical Sciences article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Carsten Lowis, Fiammetta Pagano, Marco Pizzichemi, Karl‐Josef Langen, K. Ziemons, E. Auffray
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 -
Classification of high energy muon bundles and single muons from the southern sky in IceCube2025 International Cosmic Ray Conference conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
Najia Moureen Binte Amin, D. Seckel, Rasha Abbasi, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, +92 more
0citations -
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 -
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 -
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