Jad Mathieu Sardain

Postdoctoral Researcher Associate at University of Arizona

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Member of the ATLAS Collaboration at CERN (2017-present)

Main focus is the interface between machine learning and particle physics

news

Jul 28, 2025 Plenary talk on BNN at BOOST2025 at Brown University, Providence
Jan 14, 2025 Starting teaching duties for first year undergraduate students
Aug 26, 2024 Attending and chairing sessions at HCW in Ottawa, Canada
Aug 02, 2024 Lowest ATLAS limit on boosted hadronic resonances on arXiv
Jul 29, 2024 Attending BOOST2024 in Genova, Italy

selected publications

  1. BNN_RD_Archi.gif
    Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network
    ATLAS Collaboration
    SciPost Phys., Dec 2025
    Bayesian Neural Network Repulsive Ensemble Calorimeter
    arXiv
  2. Sensitivity_yJ.png
    Search for boosted low-mass resonances decaying into hadrons produced in association with a photon in pp collisions at sqrt(s)=13 TeV with the ATLAS detector
    ATLAS Collaboration
    JHEP, Aug 2025
    kNN Dark Matter Search QCD
    arXiv
  3. TopTagger.gif
    Comparison of top tagging performance with different ML algorithms
    ATLAS Collaboration
    Jul 2024
    JETM-2024-02
    Graph Neural Network Transformers Jet Tagging
    ATLAS Web
  4. ClusterCalib.gif
    The application of neural networks for the calibration of topological cell clusters in the ATLAS calorimeters
    ATLAS Collaboration
    Jul 2023
    ATL-PHYS-PUB-2023-019
    Deep Neural Network Bayesian Neural Network Calorimeter
    ATLAS Web