publicaciones seleccionadas artículo académico Leveraging pre-trained vision Transformers for multi-band photometric light curve classification. ASTRONOMY & ASTROPHYSICS. 703. 2025 Uncertainty estimation for time series classification: Exploring predictive uncertainty in transformer-based models for variable stars. ASTRONOMY & ASTROPHYSICS. 699. 2025 Astrometric and photometric characterization of ¿ Tel B combining two decades of observations. ASTRONOMY & ASTROPHYSICS. 687. 2024 ASTROMER A transformer-based embedding for the representation of light curves. ASTRONOMY & ASTROPHYSICS. 670. 2023 Searching for Changing-state AGNs in Massive Data Sets. I. Applying Deep Learning and Anomaly-detection Techniques to Find AGNs with Anomalous Variability Behaviors. ASTRONOMICAL JOURNAL. 162(5). 2021 The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker. ASTRONOMICAL JOURNAL. 161(5). 2021 The effect of phased recurrent units in the classification of multiple catalogues of astronomical light curves. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY. 505(4):6069-6084. 2021 Deep learning for image sequence classification of astronomical events. PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC. 131(1004):1-17. 2019