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