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Astronomy Australia

Australia

1 paper here40 citations across 1
fields
  • astro-ph.IM1
ROR 03xh6aq63OpenAlex

affiliations via OpenAlex

most citedTransient-optimised real-bogus classification with Bayesian Convolutional Neural Networks -- sifting the GOTO candidate stream

40 citations

researchers with a paper here
  • A A Chrimes1
  • A. J. Levan1
  • B. P. Gompertz1
  • C Duffy1
  • D. E. Mkrtichian1
  • D. K. Galloway1
  • D. Mata Sánchez1
  • D. Pollacco1
  • D. Steeghs1
  • E. J. Daw1
  • E. Rol1
  • E. R. Stanway1
collaborating institutions
  • Armagh Observatory & PlanetariumGB1 paper
  • Instituto de Astrofísica de CanariasES1 paper
  • Monash UniversityAU1 paper
  • National Astronomical Research Institute of ThailandTH1 paper
  • Radboud University NijmegenNL1 paper
  • University of LeicesterGB1 paper
  • University of ManchesterGB1 paper
  • University of PortsmouthGB1 paper
  • University of SheffieldGB1 paper
  • University of TurkuFI1 paper
  • University of WarwickGB1 paper

1 paper

astro-ph.IM2021★ 40 cited

Transient-optimised real-bogus classification with Bayesian Convolutional Neural Networks -- sifting the GOTO candidate stream

T. L. Killestein, J. Lyman, D. Steeghs +45

Large-scale sky surveys have played a transformative role in our understanding of astrophysical transients, only made possible by increasingly powerful machine learning-based filte…

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