DATA MINING AND MACHINE LEARNING IN ASTRONOMY

• Dusty Stellar Source Classification by Implementing Machine Learning Methods Based on Spectroscopic Observations in the Magellanic Clouds

  2025 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access

  3

  citations
• Deep Learning Voigt Profiles. I. Single-Cloud Doublets

  2024 The Astronomical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  3

  citations
• Clusternets: a deep learning approach to probe clustering dark energy

  2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Cosmology and Gravitation Theories Open access

  3

  citations
• Mapping the X-ray variability of GRS 1915 + 105 with machine learning

  2023 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysical Phenomena and Observations Open access

  11

  citations
• A machine learning approach to mapping baryons on to dark matter haloes using the eagle and C-EAGLE simulations

  2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  47

  citations
• Classification of Fermi-LAT sources with deep learning using energy and time spectra

  2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

  22

  citations

6 results