Automated calibration of simulated galaxy catalogues for cosmological analysesI. Tutusaus, P. Fosalba, L. Blot, P. Tallada-Cresp\'i, J. Carretero, F. J. Castander, E. J. Gonzalez, A. Alarconhttps://arxiv.org/abs/2507.23451
Automated calibration of simulated galaxy catalogues for cosmological analysesSimulated galaxy catalogues have become an essential tool for preparing and exploiting observations from galaxy surveys. They constitute a key ingredient in modelling the systematic uncertainties present in the analysis. However, in order to reach the large volume and high precision required for galaxy surveys, we generally populate dark matter haloes with galaxies following certain theoretical recipes. Such recipes contain free parameters that are calibrated comparing the simulations against o…