Laura Cabayol - Star-Galaxy classification with multi narrow-band data from the PAUCam Camera

Europe/Madrid
Seminar (IFAE)

Seminar

IFAE

Marc Manera (IFAE), Stefano Terzo (IFAE)
Description
Classification of stars and galaxies is a well-known astronomical problem that has been treated using different approaches, most of them relying on morphological information. We tackle this issue using the low-resolution spectra from narrow band photometry, provided by the PAUS (Physics of the Accelerating Universe) survey using machine learning algorithms, concretely a Convolutional Neural network.
Participants
  • Andrea Rodriguez Perez
  • Bruno Bourguille
  • Daniel Guberman
  • Daniel Kerszberg
  • Elena Moretti
  • Eriksen Martin
  • jaume tarrus
  • Juli Mundet
  • Kovacs Andras
  • Leyre Nogues
  • Léa Jouvin
  • Manuel Delfino
  • Marcel Alguero
  • Matteo Cavalli-Sforza
  • Oscar Martinez
  • Pere Gonzalez
  • Rafel Escribano
  • Raimon Casanova
  • Ramon Miquel
  • Tianya Wu
    • 13:00 13:05
      Introduction and General Announcements 5m
      Speakers: Dr Marc Manera (IFAE), Dr Stefano Terzo (IFAE)
    • 13:05 13:25
      Presentation of the Week 20m
      Speaker: Ms Laura Cabayol (IFAE)
    • 13:25 13:35
      Discussion 10m
    • 13:35 14:00
      Pizza 25m
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