Generating events with flat pT distribution

Asked by akash

Dear MadGraph Team,

I am working on machine learning applications for a particular BSM scenario, and as part of my work, I am training different ML algorithms with W-initiated jets obtained from FastJet to build a robust W-tagging algorithm.

The training datasets for these applications come from <email address hidden> generated diboson events (p p > w+ w- > hadronic decay). In order to not bias the training datasets, I would like to generate events such that the pT distribution of the W boson at generator level is a flat distribution rather than the usual one. Is there a way to do this?

Thank you.

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Olivier Mattelaer (olivier-mattelaer) said :

Should be possible if you know the original pt distribution
(at worse a first run can give it to you).

Then you can use this method:



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