150 citations · 814 across the 16 of their papers we have counts for
16 papers
Machine Learning methods to estimate observational properties of galaxy clusters in large volume cosmological N-body simulations
Daniel de Andres, Gustavo Yepes, Federico Sembolini +5
In this paper we study the applicability of a set of supervised machine learning (ML) models specifically trained to infer observed related properties of the baryonic component (st…
Exploring the hydrostatic mass bias in MUSIC clusters: application to the NIKA2 mock sample
Giulia Gianfagna, Marco De Petris, Gustavo Yepes +10
Clusters of galaxies are useful tools to constrain cosmological parameters, only if their masses can be correctly inferred from observations. In particular, X-ray and Sunyaev-Zeldo…
Impact of ICM disturbances on the mean pressure profile of galaxy clusters: a prospective study of the NIKA2 SZ large program with MUSIC synthetic clusters
F. Ruppin, F. Sembolini, M. De Petris +6
. The mean pressure profile of the galaxy cluster population plays an essential role in cosmological analyses. An accurate characterization of the shape, intrinsic scatter…
Kinetic Sunyaev--Zel'dovich effect in rotating galaxy clusters from MUSIC simulations
Anna Silvia Baldi, Marco De Petris, Federico Sembolini +3
The masses of galaxy clusters are a key tool to constrain cosmology through the physics of large-scale structure formation and accretion. Mass estimates based on X-ray and Sunyaev-…
Morphological estimators on Sunyaev--Zel'dovich maps of MUSIC clusters of galaxies
Giammarco Cialone, Marco De Petris, Federico Sembolini +3
The determination of the morphology of galaxy clusters has important repercussion on their cosmological and astrophysical studies. In this paper we address the morphological charac…
nIFTy galaxy cluster simulations V: Investigation of the Cluster Infall Region
Jake Arthur, Frazer R. Pearce, Meghan E. Gray +19
We examine the properties of the galaxies and dark matter haloes residing in the cluster infall region surrounding the simulated CDM galaxy cluster studied by Elahi et al. (2016…