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8th International Conference on New Frontiers in Physics (ICNFP 2019)

21–29 Aug 2019
Europe/Athens timezone
ICNFP 2019 follows HiX 2019 (also at the OAC), Int. Workshop devoted to Nucleon Structure at Large Bjorken-x (https://indico.cern.ch/event/799284/overview). Related ICNFP Session organized with HiX 2019 convenors will take place the 22-23 August

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Session

Machine Learning Session

28 Aug 2019, 15:00

Conveners

Machine Learning Session

  • Anna Stakia (National and Kapodistrian University of Athens (GR))

Presentation materials

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  1. 257. ML techniques used in LHCb analyses and online applications
    Adam Mateusz Dendek (AGH Univesity of Science and Technology (PL))
    28/08/2019, 15:00
    Oral Presentation

    LHCb collaboration has been pioneering the employment of machine learning in real-time
    computing, related to the high energy physic field (HEP), since 2015. The LHCb software trigger exploited a novel machine learning techniques based on binned boosted decision tree model that helped to select high-quality physics data in real-time. After that, a major modernisation of the algorithms for...

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  2. 265. Machine Learning tools for Physics Searches at the LHC
    Dr Pietro Vischia (Universite Catholique de Louvain (UCL) (BE)), Dr Pietro Vischia (Université catholique de Louvain)
    28/08/2019, 15:30
    Oral Presentation

    The LHC accelerator and experiments program have lead to rediscovering the Standard Model (SM) in the first months of data taking.
    Machine learning techniques have been instrumental to the discovery of the Higgs boson in 2012, and have become crucial in the following era.
    On one side precision measurements require precise calibrations, on the other searches for rare SM processes and for...

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