Mini-Symposium: Advances in Computing, Software, and Algorithms in HEP

Presentations

• AI and the legacy of the LHC

  ORAL · Invited

  March 17, 2025, 4:30 PM – March 17, 2025, 5:06 PM

  Presenters

  • Kyle S Cranmer

    University of Wisconsin - Madison

  Authors

  • Kyle S Cranmer

    University of Wisconsin - Madison

  View abstract →

• Anomaly Detection in Collider Physics via Factorized Observables

  ORAL

  March 17, 2025, 5:06 PM – March 17, 2025, 5:18 PM

  Publication: https://journals.aps.org/prd/abstract/10.1103/PhysRevD.110.055012

  Presenters

  • Raymond Wynne

    Caltech, MIT, IAIFI

  Authors

  • Raymond Wynne

    Caltech, MIT, IAIFI

  • Jesse Thaler

    Center for Theoretical Physics, MIT; IAIFI

  • Eric Metodiev

    Center for Theoretical Physics, MIT; IAIFI

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• Advancing Detector Calibration and Event Reconstruction in Water Cherenkov Detectors through Differentiable Simulation

  ORAL

  March 17, 2025, 5:18 PM – March 17, 2025, 5:30 PM

  Presenters

  • Omar A Alterkait

    Tufts University

  Authors

  • Omar A Alterkait

    Tufts University

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• Model-Independent Real-Time Anomaly Detection at CMS Using Knowledge Disillation with CICADA

  ORAL

  March 17, 2025, 5:30 PM – March 17, 2025, 5:42 PM

  Presenters

  • Andrew Ji

    Princeton University

  Authors

  • Andrew Ji

    Princeton University

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• Development of common tools for ML-assisted unbinned unfolding and an application for jet measurements

  ORAL

  March 17, 2025, 5:42 PM – March 17, 2025, 5:54 PM

  Publication: Planned paper: R. Milton, T. Lee, F. T. Acosta, M. Arratia, V. Mikuni, B. Nachman, J. Pan, T. Wamorkar, "Tools for Unbinned Unfolding".

  Presenters

  • Ryan Dale Milton

    University of California, Riverside

  Authors

  • Ryan Dale Milton

    University of California, Riverside

  • Trevin Lee

    University of California, San Diego, University of California, Riverside

  • Miguel I Arratia

    University of California, Riverside

  • Vinicius Mikuni

    Lawrence Berkeley National Laboratory

  • Benjamin Nachman

    Lawrence Berkeley National Laboratory

  • Fernando Torales Acosta

    Lawrence Berkeley National Laboratory

  • Jingjing Pan

    Yale University

  • Tanvi Wamorkar

    Lawrence Berkeley National Laboratory

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• Large Language Models for Intensity Frontier Experiment Documentation and Operations

  ORAL

  March 17, 2025, 5:54 PM – March 17, 2025, 6:06 PM

  Presenters

  • Annabelle Boots

    Argonne National Laboratory

  Authors

  • Annabelle Boots

    Argonne National Laboratory

  • Simon Corrodi

    Argonne National Laboratory

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• Automating Serial Number Recognition for Cold Electronics in the DUNE Far Detectors Using AI-Driven OCR Tools

  ORAL

  March 17, 2025, 6:06 PM – March 17, 2025, 6:18 PM

  Presenters

  • Karla Rosita Tellez Giron Flores

    Brookhaven National Laboratory

  Authors

  • Karla Rosita Tellez Giron Flores

    Brookhaven National Laboratory

  View abstract →