Mimicking the halo–galaxy connection using machine learning NSM De Santi, NVN Rodrigues, AD Montero-Dorta, LR Abramo, B Tucci, ... Monthly Notices of the Royal Astronomical Society 514 (2), 2463-2478, 2022 | 20 | 2022 |
The miniJPAS survey quasar selection–I. Mock catalogues for classification C Queiroz, LR Abramo, NVN Rodrigues, I Pérez-Ràfols, ... Monthly Notices of the Royal Astronomical Society 520 (3), 3476-3493, 2023 | 12 | 2023 |
The miniJPAS survey quasar selection–II. Machine learning classification with photometric measurements and uncertainties NVN Rodrigues, L Raul Abramo, C Queiroz, G Martínez-Solaeche, ... Monthly Notices of the Royal Astronomical Society 520 (3), 3494-3509, 2023 | 10 | 2023 |
High-fidelity reproduction of central galaxy joint distributions with neural networks NVN Rodrigues, NSM de Santi, AD Montero-Dorta, LR Abramo Monthly Notices of the Royal Astronomical Society 522 (3), 3236-3247, 2023 | 5 | 2023 |
The miniJPAS survey quasar selection-III. Classification with artificial neural networks and hybridisation G Martínez-Solaeche, C Queiroz, RMG Delgado, NVN Rodrigues, ... Astronomy & Astrophysics 673, A103, 2023 | 3 | 2023 |
The information of attribute uncertainties: what convolutional neural networks can learn about errors in input data NVN Rodrigues, LR Abramo, NST Hirata Machine Learning: Science and Technology 4 (4), 045019, 2023 | 2 | 2023 |
The miniJPAS survey quasar selection-IV. Classification and redshift estimation with SQUEzE I Pérez-Ràfols, LR Abramo, G Martínez-Solaeche, MM Pieri, C Queiroz, ... Astronomy & Astrophysics 678, A144, 2023 | 1 | 2023 |
A Machine Learning Suite to Halo-Galaxy Connection Check for updates NSM de Santi, NVN Rodrigues, AD Montero-Dorta, LR Abramo, B Tucci, ... Machine Learning for Astrophysics: Proceedings of the ML4Astro International …, 2023 | | 2023 |
Quasar classification with narrow-band surveys NVN Rodrigues, LR Abramo Journal of Production and Automation (JPAUT) ISSN 2595-9573 5 (2), 21-26, 2022 | | 2022 |
A Machine Learning Suite to Halo-Galaxy Connection NSM Santi, NVN Rodrigues, AD Montero-Dorta, LR Abramo, B Tucci, ... ML4Astro International Conference, 31-34, 2022 | | 2022 |
Classificação de quasares, estrelas e galáxias com técnicas de aprendizagem automática NVN Rodrigues Universidade de São Paulo, 2020 | | 2020 |