artículo académico

• ALeRCE light curve classifier: Tidal disruption event expansion pack.  ASTRONOMY & ASTROPHYSICS.  696. 2025
• 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
• A novel optimal transport-based approach for interpolating spectral time series.  ASTRONOMY & ASTROPHYSICS.  691. 2024
• ATAT: Astronomical Transformer for time series and Tabular data.  ASTRONOMY & ASTROPHYSICS.  689. 2024
• Astrometric and photometric characterization of ¿ Tel B combining two decades of observations.  ASTRONOMY & ASTROPHYSICS.  687. 2024
• Enhancing late postmortem interval prediction: a pilot study integrating proteomics and machine learning to distinguish human bone remains over 15 years.  BIOLOGICAL RESEARCH.  57(1). 2024
• Human-in-the-Loop-A Deep Learning Strategy in Combination with a Patient-Specific Gaussian Mixture Model Leads to the Fast Characterization of Volumetric Ground-Glass Opacity and Consolidation in the Computed Tomography Scans of COVID-19 Patients.  JOURNAL OF CLINICAL MEDICINE.  13(17). 2024
• Mitigating bias in deep learning: training unbiased models on biased data for the morphological classification of galaxies.  MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY.  531(1):52-60. 2024
• Quantifying massively parallel microbial growth with spatially mediated interactions.  PLOS COMPUTATIONAL BIOLOGY.  20(7). 2024
• A Novel Two-Phase Approach to Forest Harvesting Optimization Using Cable Logging.  FORESTS.  14(11). 2023
• ASTROMER A transformer-based embedding for the representation of light curves.  ASTRONOMY & ASTROPHYSICS.  670. 2023
• Alert Classification for the ALeRCE Broker System: The Anomaly Detector.  ASTRONOMICAL JOURNAL.  166(4). 2023
• Multiscale Stamps for Real-time Classification of Alert Streams.  ASTROPHYSICAL JOURNAL LETTERS.  952(2). 2023
• Persistent and occasional: Searching for the variable population of the ZTF/4MOST sky using ZTF Data Release 11.  ASTRONOMY & ASTROPHYSICS.  675. 2023
• Analysis of Tumor-Infiltrating T-Cell Transcriptomes Reveal a Unique Genetic Signature across Different Types of Cancer.  INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES.  23(19). 2022
• DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multiresolution Images.  ASTRONOMICAL JOURNAL.  164(5). 2022
• Precision silviculture: use of UAVs and comparison of deep learning models for the identification and segmentation of tree crowns in pine crops.  INTERNATIONAL JOURNAL OF DIGITAL EARTH.  15(1):2223-2238. 2022
• Secretome from Human Mesenchymal Stem Cells-Derived Endothelial Cells Promotes Wound Healing in a Type-2 Diabetes Mouse Model.  INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES.  23(2). 2022
• Toward Fractal Development of Data Processing-Intensive Artificial Intelligence Systems.  IEEE SOFTWARE.  39(6):28-34. 2022
• Alert Classification for the ALeRCE Broker System: The Light Curve Classifier.  ASTRONOMICAL JOURNAL.  161(3). 2021
• Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier.  ASTRONOMICAL JOURNAL.  162(6). 2021
• Bonus computing: towards free-of-charge metacomputing in the public cloud.  COMPUTING.  104(1):123-147. 2021
• 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
• A phylogenetic analysis of galaxies in the Coma Cluster and the field: a new approach to galaxy evolution.  MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY.  499(4):5607-5622. 2020
• Asteroids' Size Distribution and Colors from HITS.  ASTRONOMICAL JOURNAL.  159(4). 2020
• Deep learning for image sequence classification of astronomical events.  PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC.  131(1004):1-17. 2019
• Multiband Galaxy Morphologies for CLASH: A Convolutional Neural Network Transferred from CANDELS.  PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC.  131(1004):1-12. 2019
• Asteroids in the High Cadence Transient Survey.  ASTRONOMICAL JOURNAL.  155(3):1-10. 2018
• Systematic Labeling Bias in Galaxy Morphologies.  ASTRONOMICAL JOURNAL.  156(4):1-12. 2018
• The High Cadence Transit Survey (HiTS): Compilation and Characterization of Light-curve Catalogs.  ASTRONOMICAL JOURNAL.  156(5):1-22. 2018
• The delay of shock breakout due to circumstellar material evident in most type II supernovae.  NATURE ASTRONOMY.  2(10):808-818. 2018
• Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection.  ASTROPHYSICAL JOURNAL.  836(1):1-7. 2017