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    Artificial Intelligence for the Electron Ion Collider (AI4EIC) 2025

    27–29 Oct 2025
    America/New_York timezone
    Artificial Intelligence for the Electron Ion Collider (2025)

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    Session

    AI/ML for Calibration, Monitoring, and Experimental Control with Data Streams

    27 Oct 2025, 14:30

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    1. 69. Tree-distilled autoencoders on FPGA for anomaly detection and data compression
      Tae Min Hong (University of Pittsburgh (US)), Tae Min Hong (University of Pittsburgh)
      27/10/2025, 14:30
    2. 70. Compression by Importance and More
      Yi Huang (Brookhaven national lab)
      27/10/2025, 14:55

      In this talk, we present our work on compressing Time Projection Chamber data by signal importance. We also discuss the challenge of achieving more flexible compression after the neural network is trained.

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    3. 71. AI-Enabled Data Quality Monitoring with Hydra
      Thomas Britton (JLAB)
      27/10/2025, 15:20
    4. 72. SMOCS – JLab’s Streaming Monitoring Optimization Control System
      Armen Kasparian (Jefferson Lab)
      27/10/2025, 16:00
    5. 73. Real-time AI-based dead hot map in the ePIC detector: a self-adaptive alternative to traditional big data calibration pipelines
      Balazs Ujvari (University of Debrecen)
      27/10/2025, 16:25
    6. 74. Optimal Control of Polarized Sources and Targets
      Patrick Moran (W&M)
      27/10/2025, 16:50
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