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(Re)interpretation of the LHC results for new physics

29 August 2023 to 1 September 2023
Durham University
Europe/London timezone

Local Organisers' Contact Info

Session

Extra session

30 Aug 2023, 17:00
PH8 (James Duff Lecture Theatre) (Durham University)

PH8 (James Duff Lecture Theatre)

Durham University

Rochester Building Lower Mountjoy South Rd, Durham DH1 3LE

Conveners

Extra session

  • There are no conveners in this block

Extra session

  • Jack Araz (IPPP - Durham University)

Presentation materials

There are no materials yet.

  1. 36. HEP Statistics Serialization Standard
    Carsten Burgard (TU-Dortmund)
    30/08/2023, 17:00
    Talk

    The HEP Statistics Serialization Standard is an emerging standard to
    serialize statistical models in High Energy Physics as JSON (or
    JSON-like) files.

    Publishing likelihoods has been on the bucket-list of the HEP
    community since 20 years. With this new standard, which is already
    implemented in ROOT and has gathered support by all major HEP
    statistics frameworks, the community will...

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  2. 34. Recastable ML: guidelines, surrogate models and all that
    Tomasz Procter (University of Glasgow)
    31/08/2023, 09:00
  3. 18. Parametrising profiled likelihoods with neural networks
    Humberto Reyes-Gonzalez
    31/08/2023, 09:30
    Talk

    Full statistical models encapsulate the complete information of an experimental result, including the likelihood function given observed data. Since a few years ago ATLAS started publishing statistical models that can be reused via the pyhf framework; a major step towards fully publishing LHC results. In the case of fast Simplified Model Spectra based reinterpretation we are often only...

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