WDM Simulations: MCMC fit to large grid
I ran 3 sets of simulation grids for different H reionization times parametrized by \(\Delta z\). From fitting each grid individually I get the following set of posterior distributions for the warm dark matter mass \(m_{\mathrm{WDM}}\) and the amplitude of the HI photoinization \(\beta_{\mathrm{H}}^{\mathrm{ion}}\) and photoheating rate \(\alpha E_{\mathrm{H}}\).
The marginalized flux power spectrum for each fit is below:
The marginalized temperature evolution for each fit is below:
Fit from the full grid
Now I perform the fit from the full grid (600 simulations), below are the results: