Les Houches
2023 Session
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- Use of wiki pages and slack. Wifi access/set-up.
- Important info about bus, lodging, facilities.
- Bulletins.
Wikis of Previous sessions
Les Houches Themes
(Lyrics and Music)
Sidebar
2023:groups:smjets:jets-and-ml:start
This is an old revision of the document!
Table of Contents
Interested people: Loukas, …
Ideas
- train W-vs-q/g and q-vs-g with state-of-the-art generators
- reweight to different observables in measurements, check performance
- make a rivet plugin of a ML-tagger as testbed to MC generators
- Identify which part of the hadronization process shows the largest discrepancy between the generators
- Cross-correlation between the discriminate of the same algorithm training using different MC generators. e.g. jet tagged with one MC generator, not tagged by the other
- Change some parameters of pythia's hadronization model. Can a classifier discriminate between those and help tuning
Rivet plugin to dump a root tree
MC samples
At hadron level with all particles HEPMC
Do not need the whole event, but only the particles within the leading jet
W→qq with 300<pT<500
dijets with 300<pT<500
2023/groups/smjets/jets-and-ml/start.1686917953.txt.gz · Last modified: 2023/06/16 14:19 by andreas.hinzmann
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