Preparation of PO&DAS23 (topical exercises)

Name: Preparation of PO&DAS23 (topical exercises)
Start: 2023-09-05T10:30:00+02:00
End: 2023-09-05T12:30:00+02:00
Location: No location set

Tuesday 5 Sept 2023, 10:30 → 12:30 Europe/Berlin

Description

Zoom link: https://cern.zoom.us/j/61532761187?pwd=bnd0aFIrM3JHV05oYnpOZm11cFh6dz09
Meeting ID: 615 3276 1187
Passcode: 770451

Questions to all facilitators:

do have special computing requirements? (default: standard NAF account with NFS and HTCondor)
are you looking for more facilitators? (we want at least 2, ideally one of them being based in Hamburg)
are you planning any pre-exercises? (recommended to set up environment)
does your exercise depend on another exercise? (e.g. PAG inclusive jet depends on POG jets)
anything else?

- 10:30 → 10:35
  
  Topical exercise: Anomaly detection 5m
  
  Speakers: Louis Moureaux (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik)), Patrick Connor (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik) & CDCS)
- 10:40 → 10:45
  
  Topical exercise: Scikit Learn 5m
  
  Speaker: Matthias Komm (CMS (CMS Fachgruppe Searches))
- 10:50 → 10:55
  
  Topical exercise: RDataFrame 5m
  
  Speakers: Cristina Alexe, Suvankar Chowdhury, Suvankar Roy Chowdhury
  
  RDataFrame Tutorial.pdf
  
  slides shown will send them. ROOT via cvmfs. check if one can manage in 2h.
- 11:00 → 11:05
  
  Topical exercise: Git 5m
  
  Speakers: Lars Olaf Stietz (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik)), Samuel Bein (University of Hamburg)
- 11:10 → 11:15
  
  Topical exercise: MC techniques 5m
  
  Speakers: Mikel Mendizabal Morentin (DESY), Paris Gianneios, Polidamas Kosmoglou
  
  need to talk among facilitators (either same as DAS19 or primarily based on that)
- 11:20 → 11:25
  
  Topical exercise: Combine 5m
  
  Speakers: Aliya Nigamova (University of Hamburg), Matteo Bonanomi (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik)), Philip Daniel Keicher (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))
  
  Combine_UHHDESYDASPOS2023.pdf
  
  include a bonus on ci-validation-combine
- 11:30 → 11:35
  
  Topical exercise: ML (Keras) 5m
  
  Speakers: Karim El-Morabit (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik)), Lisa Benato (Hamburg University)
- 11:40 → 11:45
  Topical exercise: unfolding 5m
  
  Speakers: Matteo Defranchis (CERN), Patrick Connor (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik) & CDCS)
  theory part where we mention the most commonly used methods, i.e. bin-by-bin, pure matrix inversion, least-square minimisation with or without Tikhonov regularisation, D'Agostini iterative unfolding, maximum likelihood with combine, ...
  
  to recycle the examples in TUnfold for the exercises
  
  additional examples with combine
- 11:50 → 11:55
  
  Topical exercise: ML (PyTorch) 5m
- 12:00 → 12:05
  
  Topical exercise: CMSSW 5m
  
  Speakers: Océane Poncet, Suvankar Chowdhury, Suvankar Roy Chowdhury
  
  RDataFrame Tutorial.pdf
  
  slides shown will send them, focus on MiniAOD (not Nano), runTheMatrix to understand a full chain, introductory slides maybe also a bit about releases, parameters, configdump
- 12:10 → 12:15
  
  Topical exercise: Columnar analysis 5m
  
  Speakers: Laurids Jeppe (CMS (CMS Fachgruppe TOP)), Océane Poncet
  
  likely take from a recent LPC exercise
- 12:20 → 12:25
  
  Topical exercise: ROOT 5m