7–12 Jul 2024
Aurum, the ‘Gabriele d’Annunzio’ University and ICRANet
Europe/Rome timezone

Bayesian analysis for rotational curves with l-boson stars as a dark matter component

9 Jul 2024, 17:25
20m
Riserva (Aurum)

Riserva

Aurum

Largo Gardone Riviera, Pescara, Italy
Talk in a parallel session Dark matter halos: its nature, modeling & tracers Dark matter halos: its nature, modeling & tracers

Speaker

Argelia Bernal Bautista (Universidad de Guanajuato)

Description

Using Low Brightness Surface Galaxies (LBSG) rotational curves we inferred the free parameters of l-boson stars as a dark matter component. The l-boson stars are numerical solutions to the non-relativistic limit of the Einstein-Klein-Gordon system, the Schrödinger-Poisson (SP) system. These solutions are parametrized by an angular momentum number l = (N −1)/2 and an excitation number n. We perform a bayesian analysis by modifying the SimpleMC code to perform the parameter inference, for the cases with l = 0, l = 1 and multi-states of l-boson stars. We used the Akaike information criterion (AIC), Bayesian information criterion and the Bayes factor to compare the excited state (l=1) and the multi-state case with the ground state (l=0) as the base model due to its simplicity. We found that the data in most galaxies in the sample favors the multi-states case and that the scalar field mass tends to be slightly bigger than the ground state case.

Primary authors

Argelia Bernal Bautista (Universidad de Guanajuato) Dr Atalia Navarro-Boullosa (Universidad de Guanajuato) Dr J. Alberto Vázquez (ICF-UNAM)

Presentation materials