Dark Matter in Galaxy Clusters: a Parametric Strong Lensing Approach
arXiv:2202.02992 · doi:10.1051/0004-6361/202243278
Abstract
We present a parametric strong lensing analysis of three massive clusters. Our aim is to probe the inner shape of dark matter haloes, in particular the existence of a core. We adopt the following working hypothesis: any group/cluster scale dark matter clump introduced in the modelling should be associated with a luminous counterpart. We also adopt some additional well motivated priors in the analysis, even if this degrades the quality of the fit, quantified using the RMS between the observed and model generated images. In particular, in order to alleviate the degeneracy between the smooth underlying component and the galaxy scale perturbers, we use the results from spectroscopic campaigns by Bergamini et al. (2019) allowing to fix the mass of the galaxy scale component. In the unimodal galaxy cluster AS1063, a cored mass model is favored with respect to a non cored mass model, and this is also the case in the multimodal cluster MACSJ0416. In the unimodal cluster MACSJ1206, we fail to reproduce the strong lensing constraints using a parametric approach within the adopted working hypothesis. We then successfully add a mild perturbation in the form of a superposition of B-spline potentials which allows to get a decent fit (RMS=0.5"), finally finding that a cored mass model is favored. Overall, our analysis suggest evidence for cored cluster scale dark matter haloes. These findings may be useful to interpret within alternative dark matter scenario, as self interacting dark matter. We propose a working hypothesis for parametric strong lensing modelling where the quest for the best fit model will be balanced by the quest for presenting a physically motivated mass model, in particular by imposing priors.
arXiv commentFinal version accepted by A&A on June 2022
References in corpus (45)
- Dark Matter Self-interactions and Small Scale Structure
- Cluster Lensing And Supernova survey with Hubble (CLASH): An Overview
- Constraints on the Self-Interaction Cross-Section of Dark Matter from Numerical Simulations of the Merging Galaxy Cluster 1E 0657-5
- Cosmological Simulations with Self-Interacting Dark Matter I: Constant Density Cores and Substructure
- A Bayesian approach to strong lensing modelling of galaxy clusters
- The Frontier Fields: Survey Design
- The BAHAMAS project: Calibrated hydrodynamical simulations for large-scale structure cosmology
- Direct Detection of WIMP Dark Matter: Concepts and Status
- The Dark Matter Distribution in the Central Regions of Galaxy Clusters: Implications for CDM
- The Dark Matter Distribution in the Central Regions of Galaxy Clusters
- Combining Strong and Weak Gravitational Lensing in Abell 1689
- The Density Profiles of Massive, Relaxed Galaxy Clusters. II. Separating Luminous and Dark Matter in Cluster Cores
- The Frontier Fields Lens Modeling Comparison Project
- Multi-scale cluster lens mass mapping I. Strong Lensing modelling
- Strong lensing analysis of Abell 2744 with MUSE and Hubble Frontier Fields images
- Constraining the mass distribution of galaxies using galaxy-galaxy lensing in clusters and in the field
- Hubble Frontier Fields : A High-Precision Strong-Lensing Mass Model of the Massive Galaxy Cluster Abell 2744 using 180 Multiple Images
- An Atlas of MUSE Observations towards Twelve Massive Lensing Clusters
- Hubble Frontier Fields : A High Precision Strong Lensing Analysis of Galaxy Cluster MACSJ0416.1-2403 using ~200 Multiple Images
- In the Wake of Dark Giants: New Signatures of Dark Matter Self Interactions in Equal Mass Mergers of Galaxy Clusters
- Truncation of galaxy dark matter halos in high density environments
- The survival of dark matter halos in the cluster Cl0024+16
- Observable tests of self-interacting dark matter in galaxy clusters: BCG wobbles in a constant density core
- Strong-Lensing Analysis of MACS,J0717.5+3745 from Hubble Frontier Fields observations: How well can the mass distribution be constrained?
- Strong lensing models of eight CLASH clusters from extensive spectroscopy: accurate total mass reconstructions in the cores
- Enhanced cluster lensing models with measured galaxy kinematics
- Cosmic particle colliders: simulations of self-interacting dark matter with anisotropic scattering
- Mass distribution in the core of MACS J1206: robust modeling from an exceptionally large sample of central multiple images
- RELICS: Strong Lens Models for Five Galaxy Clusters From the Reionization Lensing Cluster Survey
- Hubble Frontier Fields: systematic errors in strong lensing models of galaxy clusters - Implications for cosmography
- The Bullet cluster at its best: weighing stars, gas and dark matter
- A new high-precision strong lensing model of the galaxy cluster MACS J0416.1-2403
- A look to the inside of haloes: a characterisation of the halo shape as a function of overdensity in the Planck cosmology
- Dissection of the collisional and collisionless mass components in a mini sample of CLASH and HFF massive galaxy clusters at
- Galaxy cluster strong lensing: image deflections from density fluctuations along the line of sight
- CLASH-VLT: a full dynamical reconstruction of the mass profile of Abell S1063 from 1 kpc out to the virial radius
- RELICS: Strong Lensing Analysis of MACS J0417.5-1154 and Predictions for Observing the Magnified High-Redshift Universe with JWST
- N-body simulations of dark matter with frequent self-interactions
- VLT/MUSE observations of SDSS J1029+2623: towards a high-precision strong lensing model
- RELICS: Strong Lensing analysis of the galaxy clusters Abell S295, Abell 697, MACS J0025.4-1222, and MACS J0159.8-0849
- Separating Galaxies from the Cluster Dark Matter Halo in Abell 611
- An X-ray and Radio Study of the Hubble Frontier Field Cluster Abell S1063
- RELICS: A Very Large () Cluster Lens -- RXC J0032.1+1808
- Improving parametric mass modelling of lensing clusters through a perturbative approach
- Lessons from the first multiply imaged supernova II: A parametric strong-lensing model for the galaxy cluster MACS J1149.5+2223