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Galaxy Cluster Characterization with Machine Learning Techniques
M. Sadikov, J. Hlavacek-Larrondo, L. Perreault-Levasseur, C. L. Rhea, M. McDonald, M. Ntampaka and J. ZuHone The Astrophysical Journal 986(1) 24 (2025) https://doi.org/10.3847/1538-4357/adcd69
Convolutional and hybrid neural network for cluster membership
The three hundred project: mapping the matter distribution in galaxy clusters via deep learning from multiview simulated observations
Daniel de Andres, Weiguang Cui, Gustavo Yepes, Marco De Petris, Antonio Ferragamo, Federico De Luca, Gianmarco Aversano and Douglas Rennehan Monthly Notices of the Royal Astronomical Society 528(2) 1517 (2024) https://doi.org/10.1093/mnras/stae071
The powerful lens galaxy cluster PLCK G287.0+32.9 (θE ∼ 43″)
M. D’Addona, A. Mercurio, P. Rosati, C. Grillo, G. Caminha, A. Acebron, G. Angora, P. Bergamini, V. Bozza, G. Granata, M. Annunziatella, A. Gargiulo, R. Gobat, P. Tozzi, M. Girardi, M. Lombardi, M. Meneghetti, P. Schipani, L. Tortorelli and E. Vanzella Astronomy & Astrophysics 686 A4 (2024) https://doi.org/10.1051/0004-6361/202349060
Snigdha Sen, Pavan Chakraborty, Sumit Das, Keshav Pandey and Plvb Narayana 660 (2024) https://doi.org/10.1109/SPACE63117.2024.10667753
An improved Magellan weak lensing analysis of the galaxy cluster Abell 2744
Davide Abriola, Daniele Della Pergola, Marco Lombardi, Pietro Bergamini, Mario Nonino, Claudio Grillo and Piero Rosati Astronomy & Astrophysics 684 A193 (2024) https://doi.org/10.1051/0004-6361/202347887
Euclid preparation
L. Leuzzi, M. Meneghetti, G. Angora, R. B. Metcalf, L. Moscardini, P. Rosati, P. Bergamini, F. Calura, B. Clément, R. Gavazzi, F. Gentile, M. Lochner, C. Grillo, G. Vernardos, N. Aghanim, A. Amara, L. Amendola, N. Auricchio, C. Bodendorf, D. Bonino, E. Branchini, M. Brescia, J. Brinchmann, S. Camera, V. Capobianco, et al. Astronomy & Astrophysics 681 A68 (2024) https://doi.org/10.1051/0004-6361/202347244
VST-GAME: Galaxy assembly as a function of mass and environment with VST
Searching for strong galaxy-scale lenses in galaxy clusters with deep networks
G. Angora, P. Rosati, M. Meneghetti, M. Brescia, A. Mercurio, C. Grillo, P. Bergamini, A. Acebron, G. Caminha, M. Nonino, L. Tortorelli, L. Bazzanini and E. Vanzella Astronomy & Astrophysics 676 A40 (2023) https://doi.org/10.1051/0004-6361/202346283
C 2-GaMe: Classification of cluster galaxy membership with machine learning
The GLASS-JWST Early Release Science Program. III. Strong-lensing Model of Abell 2744 and Its Infalling Regions
Pietro Bergamini, Ana Acebron, Claudio Grillo, Piero Rosati, Gabriel Bartosch Caminha, Amata Mercurio, Eros Vanzella, Charlotte Mason, Tommaso Treu, Giuseppe Angora, Gabriel B. Brammer, Massimo Meneghetti, Mario Nonino, Kristan Boyett, Maruša Bradač, Marco Castellano, Adriano Fontana, Takahiro Morishita, Diego Paris, Gonzalo Prieto-Lyon, Guido Roberts-Borsani, Namrata Roy, Paola Santini, Benedetta Vulcani, Xin Wang and Lilan Yang The Astrophysical Journal 952(1) 84 (2023) https://doi.org/10.3847/1538-4357/acd643
New high-precision strong lensing modeling of Abell 2744
What to expect from dynamical modelling of cluster haloes – II. Investigating dynamical state indicators with Random Forest
Qingyang Li, Jiaxin Han, Wenting Wang, et al. Monthly Notices of the Royal Astronomical Society 514(4) 5890 (2022) https://doi.org/10.1093/mnras/stac1739
Cluster Membership of Galaxies Using Multi-Layer Perceptron Neural Network