Calorimeter Machine Learning

Europe/Zurich

Ben

  • Let’s aim for a paper on the timescale of the next 2-3 months
  • Need to make sure we have all required samples
  • Will send around google doc to coordinate sample generation

 

Dominick

  • Centering based on ECAL energy works poorly for charged pions —> need to center based on ECAL+HCAL energy
  • Need to calibrate ECAL and HCAL energy separately
  • Will need to regenerate / reskim samples with new centering

 

Wei

  • Use energy range 2-500 GeV, flat theta distribution, 1M events per particle type after filters and inclusive
  • Need to wait for Dominick to finish calo centering next week
  • Choose phi value pointing away from calo wraparound
There are minutes attached to this event. Show them.
    • 15:00 15:20
      Maurizio 20m
      Speaker: Maurizio Pierini (CERN)
    • 15:20 15:40
      Ben 20m
      Speaker: Benjamin Henry Hooberman (Univ. Illinois at Urbana-Champaign (US))
    • 15:40 16:00
      Amir 20m
      Speaker: Amir Farbin (University of Texas at Arlington (US))
    • 16:00 16:20
      Jean-Roch 20m
      Speaker: Dr Jean-Roch Vlimant (California Institute of Technology (US))
    • 16:20 16:40
      Ryan 20m
      Speaker: Ryan Reece (University of California,Santa Cruz (US))
    • 16:40 17:00
      Matt 20m
      Speaker: Matt Zhang (Univ. Illinois at Urbana-Champaign (US))
    • 17:00 17:20
      Taylor 20m
    • 17:20 17:40
      Junze 20m
    • 17:40 18:00
      Dominick 20m
      Speaker: Dominick Olivito (Univ. of California San Diego (US))