The impact of baryonic physics on the subhalo mass function and
  implications for gravitational lensing
  We investigate the impact of baryonic physics on the subhalo population by
analyzing the results of two recent hydrodynamical simulations (EAGLE and
Illustris), which have very similar configuration, but a different model of
baryonic physics. We concentrate on haloes with a mass between $10^{12.5}$ and
$10^{14}M_{\odot}h^{-1}$ and redshift between 0.2 and 0.5, comparing with
observational results and subhalo detections in early-type galaxy lenses. We
compare the number and the spatial distribution of subhaloes in the fully hydro
runs and in their dark matter only counterparts, focusing on the differences
between the two simulations. We find that the presence of baryons reduces the
number of subhaloes, especially at the low mass end ($\leq
10^{10}M_{\odot}h^{-1}$), by different amounts depending on the model. The
variations in the subhalo mass function are strongly dependent on those in the
halo mass function, which is shifted by the effect of stellar and AGN feedback.
Finally, we search for analogues of the observed lenses (SLACS) in the
simulations, selecting them in velocity dispersion and dynamical properties. We
use the selected galaxies to quantify detection expectations based on the
subhalo populations in the different simulations, calculating the detection
probability and the predicted values for the projected dark matter fraction in
subhaloes $f_{DM}$ and the slope of the mass function $\alpha$. We compare
these values with those derived from subhalo detections in observations and
conclude that the dark-matter-only and hydro EAGLE runs are both compatible
with observational results, while results from the hydro Illustris run do not
lie within the errors.
