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2023:groups:smtools:start

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MC, Tools and ML

Systematic uncertainties [Thurs 14h00-16h00 Auditorium]

Slack channel: #np-ps-syst-uncs

Possible projects:

  • Shower accuracy and benchmarks
  • Amplitude evolution, if people are interested
  • Role and impact of the infrared cutoff, tuning, and uncertainties
  • A practical approach for experiments
    • What comparisons make sense - what is available?
    • Generators wishlist?
  • Including systematic uncertainties in ML based analysis

Interested people: Josh, Simon, Stefan, Vinny, Axel, Aishik, Saptaparna, Andrzej, Ana, Maria V., Gianna, Chris G, Christian P, Max, Peter M

Agreed projects:

  1. Perturbative benchmarks of showers [Simon, James, Daniel]
    1. NLL, Numerical impacts
  2. Interplay between shower and hadronisation [Simon]
    1. Extending study from LH17 arXiv:1803.07977
    2. Effective/comprehensive uncertainty band
  3. Uncertainty recommendation using available tools [Josh]
    1. Setup 4-point variations of all combinations of shower and hadronisation model
    2. Tune these in a consistent way to get an uncertainty envelope
  4. Tuning strategies [Stefan K]
    1. What is currently done?
    2. Common framework?
    3. Better documentation of existing framework
    4. Benchmark sets of data

Generator software and computing considerations [Friday 11h00-12h30 QCD room]

Slack channel: #gen-soft-comp

Possible projects:

  • Efficiencies
  • MC reweighting/unweighting
  • GPU/Vectorisation
  • Event format/sharing
  • Containerisation/preservation/reproducibility
  • Use of ML
  • Common frameworks

Interested people: Josh, Vinny, Andrea, Stefan, Saptaparna, Maria V., Sergio, Chris G, Christian P, Ana, Max, Peter M, Simon

Agreed projects:

ttW modelling studies [TBC]

Slack channel: #ttw

Possible projects:

  • Understanding differences between Sherpa MEPS@NLO and aMC+Py8 FxFx?
  • Modelling uncertainties?

Interested people: Josh, Sergio, Stefan, Gianna

Issues with EW evolution, identification of EW final states [Thurs 16h00-17h30 QCD room]

Slack channel: #ew-evo-id

  • Possibly connecting to ttW?

Interested people: Simon, Axel, Andrzej

Interplay between showers and hadronization

  • Hadronization model should respond to shower IR cut variations
  • Study IR ctuoff dependence, map out how purely perturbative variations compare
  • goal is to update the LH 17 study on retuning with a more solid theory framework

Interested: Simon, Andrzej, Stefan K.

Status of q/g discrimination [Weds 14h00-15h30 Library]

  • Linked to Jets and Higgs

Interested people: Simon, Andrzej

Fiducial multiboson cross sections (VBF/VBS) [Thurs 11h00-12h30 QCD room]

  • Linked to Higgs

Interested people: Simon, Josh, Stefan, Axel, Saptaparna

Possible HF review [TBC]

  • Linked with Higgs and Jets

Interested people: Josh, Davide?, Stefan

ML-focused [TBC]

Possible projects:

  • New unfolding observables
  • Interoperability/practical considerations

Interested people: Vinny,Josh, Aishik, Andrzej, Maria V., Peter M

Overlaps between FPF and LHC [TBC]

Slack channel: #lhc-fpf

(Possibly the same for DUNE and EIC if enough people are here?)

Possible projects:

  • Impact of NNPDF + FPF data on LHC precision, e.g. W-mass

Interested people: Josh, Maria V., Stefan, Peter M (EIC)

2023/groups/smtools/start.1686918250.txt.gz · Last modified: 2023/06/16 14:24 by josh.mcfayden