Search Results for author: Brian Freeman

Found 1 papers, 0 papers with code

Anomaly Detection of Particle Orbit in Accelerator using LSTM Deep Learning Technology

no code implementations28 Jan 2024 ZhiYuan Chen, Wei Lu, Radhika Bhong, Yimin Hu, Brian Freeman, Adam Carpenter

A stable, reliable, and controllable orbit lock system is crucial to an electron (or ion) accelerator because the beam orbit and beam energy instability strongly affect the quality of the beam delivered to experimental halls.

Anomaly Detection Fault Detection

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