tokens: ACKNOWLEDGEMENTS We wish to thank David Campbell and Adrian Jenkins for generating the initial conditions and selecting the sample of the Auriga galaxies. IG acknowledges financial support from CONICYT Programa de Astronomía, Fondo ALMA-CONICYT 2017 31170048. AM acknowledges support from CONICYT FONDECYT Regular grant 1181797. FAG acknowledges support from CONICYT FONDECYT Regular grant 1181264. IG, AM, and FAG acknowledge funding from the Max Planck Society through a ‘Partner Group’ grant. FM acknowledges support through the program ‘Rita Levi Montalcini’ of the italian MIUR. This work used the DiRAC Data Centric system at Durham University, operated by the Institute for Computational Cosmology on behalf of the STFC DiRAC HPC Facility ( www.dirac.ac.uk ). This equipment was funded by BIS National E-infrastructure capital grant ST/K00042X/1, STFC capital grant ST/H008519/1, and STFC DiRAC Operations grant ST/K003267/1 and Durham University. DiRAC is part of the National E-Infrastructure.
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