Artificial Intelligence for the Electron Ion Collider (AI4EIC) 2025

Session

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

27 Oct 2025, 14:30

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

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.

71. AI-Enabled Data Quality Monitoring with Hydra

Thomas Britton (JLAB)

27/10/2025, 15:20

72. SMOCS – JLab’s Streaming Monitoring Optimization Control System

Armen Kasparian (Jefferson Lab)

27/10/2025, 16:00

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

74. Optimal Control of Polarized Sources and Targets

Patrick Moran (W&M)

27/10/2025, 16:50