Publications

This section contains the publications database that collects IAC articles published in scientific journals. Please, click on the arrow to see full search filter and sort options: author, journal, year, etc..

It also provides access to IAC Preprints Repository here: https://research.iac.es/preprints/

  • Capturing the Physics of MaNGA Galaxies with Self-supervised Learning
    As available data sets grow in size and complexity, advanced visualization tools enabling their exploration and analysis become more important. In modern astronomy, integral field spectroscopic galaxy surveys are a clear example of increasing dimensionality and complexity of datasets, which challenge the traditional methods used to extract the
    Sarmiento, R. et al.

    Advertised on:

    6
    2021
    Citations
    0
  • Constructing the Largest Galaxy Morphological Catalogue with Supervised Deep Learning ... with No Training Sample!
    Galaxies exhibit a wide variety of morphologies which contain valuable information about their star formation histories. Having large samples of morphologically classified galaxies is fundamental to understand their formation and evolution. Deep learning algorithms have proven to be extremely successful for morphological classification of galaxies
    Dominguez Sanchez, H. et al.

    Advertised on:

    6
    2021
    Citations
    1
  • Corrigendum: The Remote Observatories of the Southeastern Association for Research in Astronomy (SARA)
    Bill Gray of Project Pluto brought to our attention an error of 0.03° in the listed latitude of our Kitt Peak telescope. While correcting the table where this occurred, we also take the opportunity to update the instrument properties and weather statistics of our remote telescopes.
    Keel, William C. et al.

    Advertised on:

    6
    2021
    Citations
    2
  • Evidence For Two-component Distributions Describing Magnetic Bright Points In The Solar Photosphere
    High-resolution observations of the Sun reveal the presence of Magnetic Bright Points (MBPs), which are small-scale features associated with strong magnetic field regions, that are found all over the solar photosphere. In this work, we characterize some physical properties and dynamics of MBPs in a quiet Sun region by using time series of images
    Vargas Domínguez, S. et al.

    Advertised on:

    6
    2021
    Citations
    0
  • Inferring Plasma Flows In The Solar Photosphere & Chromosphere Using Deep Learning And Surface Observations
    Direct measurements of plasma motions are limited to the line-of-sight component at the Sun's surface. Multiple tracking and inversion methods were developed to infer the transverse motions from observational data. Recently, the fully convolutional DeepVel & DeepVelU neural networks were trained in conjunction with detailed magnetohydrodynamics
    Tremblay, B. et al.

    Advertised on:

    6
    2021
    Citations
    0
  • Magnetic field structures associated with chromospheric heating in a plage region
    The strongest quasi-steady heating in the solar atmosphere occurs in the active chromosphere and in particular within plage regions. Our aim is to investigate the relation between magnetic structures and the signatures of heating in the plage regions so as to clarify what mechanisms are at work. We observed a plage region in NOAA active region
    Anan, T. et al.

    Advertised on:

    6
    2021
    Citations
    0