artículo académico

• ASTROMER A TRANSFORMER-BASED EMBEDDING FOR THE REPRESENTATION OF LIGHT CURVES.  ASTRONOMY & ASTROPHYSICS.  670. 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 DELAY OF SHOCK BREAKOUT DUE TO CIRCUMSTELLAR MATERIAL EVIDENT IN MOST TYPE II SUPERNOVAE.  NATURE ASTRONOMY.  2(10):808-818. 2018
• THE HIGH CADENCE TRANSIT SURVEY (HITS): COMPILATION AND CHARACTERIZATION OF LIGHT-CURVE CATALOGS.  ASTRONOMICAL JOURNAL.  156(5):1-22. 2018
• DEEP-HITS: ROTATION INVARIANT CONVOLUTIONAL NEURAL NETWORK FOR TRANSIENT DETECTION.  ASTROPHYSICAL JOURNAL.  836(1):1-7. 2017