papas: CMS single particle tuning Colin Bernet, Gael Touquet
papas Papas, CMS, B=3.8 T Hb bbar in heppy Zmumu take stable particles ROOT Analysis high-level processing Papas particle simulation & reconstruction Pythia8 eeZHmumubb Ntuples FCC EDM in heppy Papas, CMS, B=3.8 T extrapolate simulate: tracks ecal clusters HCAL clusters Hb bbar Zmumu reconstruct particles
Today This presentation: Alice’s presentation tuning the single particle response of the CMS model (Gaël Touqet) jets are made from single particles! Alice’s presentation refinement of the python code, and port to C++
Photon ECAL deposit = photon energy energy smearing threshold Gaël Touquet ECAL deposit = photon energy energy smearing threshold ECAL cluster not linked to a track PF photon
CMS ECAL tuning : resolution Gaël Touquet Before After
CMS ECAL tuning: thresholds Gaël Touquet Before After
Neutral hadron Gaël Touquet HCAL cluster not linked to a track neutral hadron ECAL deposit probability according to ECAL interaction lengths if ECAL: 0 – 80% of neutral hadron energy the rest in HCAL energy smearing hcal response thresholds ECAL cluster not linked to a track PF photon
CMS HCAL tuning: thresholds Gaël Touquet Before After
CMS HCAL tuning : response Gaël Touquet Before After <Erec/Egen> <Erec/Egen>
Charged hadron simulation Gaël Touquet clusters linked to track not used Calorimeter deposits as neutral hadrons track: pT smearing acceptance model Track PF charged hadron
Charged hadrons too much reconstructed energy in CMS full sim Gaël Touquet
Charged hadrons too much reconstructed energy in CMS full sim Gaël Touquet
Charged hadron simulation Gaël Touquet clusters linked to track not used In CMS full sim, hadron showers give rise to satellite clusters not modelled in papas satellite cluster fake PF neutral hadron energy double counting Track PF charged hadron
All events Gaël Touquet
Events without satellite clusters Gaël Touquet Other contributions from Gaël: solved bug with random numbers: papas now reproducible tuned the CMS endcap region (was bad!) all merged Will try and improve the CMS particle flow algorithm instead of tuning papas to reproduce this problem
Next steps Perform a full validation w/r to CMS with FCC-ee physics events e.g. compare jet energy resolution and response Do the same for Delphes Gaël joins CMS for a PhD thesis! He will work on the CMS particle flow algorithm, papas, heppy, Htau tau