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ML-cosmo

Learn the relationship between dark matter halos and their constituent baryons in cosmological simulations.

Procedure

  1. Get match data

run match_get_data.py to get the particle and halo info necessary to run the match between hydro and DMO.

  1. Run match

python match_run.py config_file

  1. Create index file

python eagle_write_index.py config_file

  1. Download density information

python calculate_local_density.py config_file zoom_bool

where zoom_bool should be 0 or 1 depending on if the siulation is a zoom or not. Will download and evaluate density for DM particle types 2 and 3 if so.

  1. Download galaxy / halo data

python eagle_download.py config_file

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  • Python 97.5%
  • Shell 2.5%