# Using large scale structure data and a halo model to constrain Generalised Dark Matter

## TL;DR

This paper enhances constraints on Generalised Dark Matter properties by incorporating large-scale structure data, developing a halo model for non-linear effects, and analyzing the impact of neutrino mass, thereby improving understanding of dark matter's nature.

## Contribution

It introduces a halo model for GDM to explore non-linear structure formation and assesses the robustness of previous constraints with this new approach.

## Key findings

- WiggleZ data improves GDM parameter constraints by up to an order of magnitude.
- Non-linear modeling significantly affects GDM parameter estimates.
- Including neutrino mass alters previous GDM constraint results.

## Abstract

Constraints on the properties of the cosmological dark matter have previously been obtained in a model-independent fashion using the Generalised Dark Matter (GDM) framework. Here we extend that work in several directions: We consider the inclusion of WiggleZ matter power spectrum data, and show that this improves the constraints on the two perturbative GDM parameters, $c^2_s$ and $c^2_\text{vis}$, by a factor of 3, for a conservative choice of wavenumber range. A less conservative choice can yield an improvement of up to an order of magnitude compared to previous constraints. In order to examine the robustness of this result we develop a GDM halo model to explore how non-linear structure formation could proceed in this framework, since currently GDM has only been defined perturbatively and only linear theory has been used when generating constraints. We then examine how the halo model affects the constraints obtained from the matter power spectrum data. The less-conservative wavenumber range shows a significant difference between linear and non-linear modelling, with the latter favouring GDM parameters inconsistent with $\Lambda$CDM, underlining the importance of careful non-linear modelling when using this data. We also use this halo model to establish the robustness of previously obtained constraints, particularly those that involve weak gravitational lensing of the cosmic microwave background. Additionally, we show how the inclusion of neutrino mass as a free parameter affects previous constraints on the GDM parameters.