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Tuning Monte Carlo Generators

The procedure of tuning the MC generator, which is Pythia~8, is the following:

  • Pythia 8 generates the truth events, which then will be analyzed by the pre-designed analysis selections in Rivet.
  • The outputs of the Rivet analysis are histogramed physical distributions, which will then be compared to experimental observations.
  • Use Professor to tune certain parameters in the Pythia 8 so that the generated events have a good agreement with the experimental observations, which is numerically evaluated by the chi-squared over number of degree of freedoms.