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Natalia Villa Nova Rodrigues
Natalia Villa Nova Rodrigues
Pós-Graduação, Universidade de São Paulo
Verified email at usp.br
Title
Cited by
Cited by
Year
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
202022
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
122023
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
102023
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
52023
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
32023
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
22023
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
12023
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
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Articles 1–11