Radio Galaxy Zoo Talk

Astroinformatics Challenges from Next-generation Radio Continuum Surveys

  • zutopian by zutopian

    Astroinformatics Challenges from Next-generation Radio Continuum Surveys
    Author: Ray P. Norris

    The tens of millions of radio sources to be detected with next-generation surveys pose new challenges, quite apart from the obvious ones of processing speed and data volumes. For example, existing algorithms are inadequate for source extraction or cross-matching radio and optical/IR sources, and a new generation of algorithms are needed using machine learning and other techniques. The large numbers of sources enable new ways of testing astrophysical models, using a variety of "large-n astronomy" techniques such as statistical redshifts. Furthermore, while unexpected discoveries account for some of the most significant discoveries in astronomy, it will be difficult to discover the unexpected in large volumes of data, unless specific software is developed to mine the data for the unexpected.

    (Submitted on 30 Nov 2016)
    https://arxiv.org/abs/1612.00048

    PS: The author is Ray P. Norris!

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