G. Cabrera-Vives

Research interests

Publications

• ALeRCE light curve classifier: Tidal disruption event expansion pack

  Astronomy and Astrophysics · 2025 · 10.1051/0004-6361/202451951

• Enhancing late postmortem interval prediction: a pilot study integrating proteomics and machine learning to distinguish human bone remains over 15 years

  Biological Research · 2024 · 10.1186/s40659-024-00552-8

• ATAT: Astronomical Transformer for time series and Tabular data

  Astronomy and Astrophysics · 2024 · 10.1051/0004-6361/202449475

• Persistent and occasional: Searching for the variable population of the ZTF/4MOST sky using ZTF Data Release 11

  Astronomy and Astrophysics · 2023 · 10.1051/0004-6361/202346077

• 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 · 2022 · 10.1080/17538947.2022.2152882

• Secretome from Human Mesenchymal Stem Cells-Derived Endothelial Cells Promotes Wound Healing in a Type-2 Diabetes Mouse Model

  International Journal of Molecular Sciences · 2022 · 10.3390/ijms23020941

• DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multiresolution Images

  The Astronomical Journal · 2022 · 10.3847/1538-3881/ac912a

• ASTROMER

  Astronomy and Astrophysics · 2022 · 10.1051/0004-6361/202243928

• The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker

  The Astronomical Journal · 2021 · 10.3847/1538-3881/abe9bc

• Searching for Changing-state AGNs in Massive Data Sets. I. Applying Deep Learning and Anomaly-detection Techniques to Find AGNs with Anomalous Variability Behaviors

  The Astronomical Journal · 2021 · 10.3847/1538-3881/ac1426

• Alert Classification for the ALeRCE Broker System: The Light Curve Classifier

  The Astronomical Journal · 2021 · 10.3847/1538-3881/abd5c1

• The effect of phased recurrent units in the classification of multiple catalogues of astronomical light curves

  Monthly Notices of the Royal Astronomical Society · 2021 · 10.1093/mnras/stab1598

• Asteroids’ Size Distribution and Colors from HITS

  The Astronomical Journal · 2020 · 10.3847/1538-3881/ab7338

• ALeRCE/ZTF Transient Discovery Report for 2020-02-04

  TNSTR · 2020

• ALeRCE/ZTF Transient Discovery Report for 2020-04-05

  Transient Name Server Discovery Report · 2020

• ALeRCE/ZTF Transient Discovery Report for 2020-01-07

  Transient Name Server Discovery Report · 2020

• Author Correction: The delay of shock breakout due to circumstellar material evident in most type II supernovae

  Nature Astronomy · 2018 · 10.1038/s41550-018-0641-7

• The delay of shock breakout due to circumstellar material evident in most type II supernovae

  Nature Astronomy · 2018 · 10.1038/s41550-018-0563-4

• Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection ∗

  The Astrophysical Journal · 2017 · 10.3847/1538-4357/836/1/97

• Supernovae detection by using convolutional neural networks

  Journal · 2016 · 10.1109/ijcnn.2016.7727206

• A CATALOG OF VISUAL-LIKE MORPHOLOGIES IN THE 5 CANDELS FIELDS USING DEEP LEARNING

  The Astrophysical Journal Supplement Series · 2015 · 10.1088/0067-0049/221/1/8

• Systematic Labeling Bias: De-biasing Where Everyone is Wrong

  Journal · 2014 · 10.1109/icpr.2014.756

• Dust-correlated cm wavelength continuum emission from translucent clouds ζ Oph and LDN 1780

  Monthly Notices of the Royal Astronomical Society · 2011 · 10.1111/j.1365-2966.2011.18562.x

• Morphological Analysis of the Centimeter‐Wave Continuum in the Dark Cloud LDN 1622

  The Astrophysical Journal · 2006 · 10.1086/499517

• A FINITE ELEMENT MODEL OF CONTAMINANT MOVEMENT IN GROUNDWATER1

  JAWRA Journal of the American Water Resources Association · 1976 · 10.1111/j.1752-1688.1976.tb02682.x

Current projects

No projects listed.