publications

As a member of the ATLAS Collaboration, authored over 500 peer reviewed results since 2018. Main contributor to the following:

2025

  1. topMass2025.gif
    Measurement of the top-quark mass using decays with a J/ψmeson at sqrt(s)=13 TeV with the ATLAS detector
    ATLAS Collaboration
    Nov 2025
    Submitted to JHEP
    Top Physics Precision Measurement
    arXiv
  2. QGTagging.gif
    Performance and efficiency measurement of a transformer-based quark/gluon jet tagger in the ATLAS experiment
    ATLAS Collaboration
    Dec 2025
    Submitted to EPJC
    Transformers Jet Topics Quark Gluon Tagging
    arXiv
  3. 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
  4. 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

2024

  1. 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
  2. EarlyRun3.gif
    A look into the Early Run-3 data
    ATLAS Collaboration
    Jul 2024
    JETM-2024-03
    Jet Physics QCD
    ATLAS Web

2023

  1. 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
  2. LJPWTagger.gif
    Tagging boosted W bosons with the Lund jet plane in ATLAS
    ATLAS Collaboration
    Jul 2023
    ATL-PHYS-PUB-2023-017
    Graph Neural Network Adversarial Gaussian Mixture Model Lund Jet Plane
    ATLAS Web
  3. ConstWTagger.gif
    Constituent-Based W-boson Tagging with the ATLAS Detector
    ATLAS Collaboration
    Jul 2023
    ATL-PHYS-PUB-2023-020
    Transformers Jet Tagging
    ATLAS Web
  4. ExaTrk.gif
    Reconstruction of Large Radius Tracks with the Exa.TrkX pipeline
    Chun-Yi Wang, Xiangyang Ju, Shih-Chieh Hsu, and 22 more authors
    Journal of Physics Conference Series, Feb 2023
    Graph Neural Network Pattern Recognition Tracking
    arXiv

2018

  1. TopHLLHC.gif
    Prospects for measurement of the top quark mass using t\bart events with J/ψ→μ+μ- decays with the upgraded ATLAS detector at the High Luminosity LHC
    ATLAS Collaboration
    Dec 2018
    ATL-PHYS-PUB-2018-042
    Top Physics
    ATLAS Web