15 octobre 2025
Toulouse
Fuseau horaire Europe/Paris

Unsupervised classification of galaxy spectra up to z~1.2. Towards galaxy spectral evolution ?

15 oct. 2025, 12:10
30m
IRAP (Toulouse)

IRAP

Toulouse

Orateur

Jihane Moultaka (GAHEC)

Description

I will present our results of spectral galaxy classifications from GAMA and VIPERS surveys in the nearby universe and up to z~1.2 using an unsupervised method called Fisher-EM. This method is particularly well-suited to high-dimensional parameter spaces as is the case of galaxy spectra. Our approach enables us to highlight classes of galaxy spectra that allow to refine the bimodal distribution of galaxies and build an evolutionary tree up to z~1.2.

Documents de présentation