Lightweight CNN-Based Anomaly Detection for High Voltage Converter Modulators in the Spallation Neutron Source

arXiv:2605.31259 · cs.LG · Submitted 2026-05-29 · Read on arXiv

cs.LG

Submitted: 2026-05-29

Updated: 2026-10-05

Code: https://github.com/adiazcencillo/hvcm-fault-detection

Terminology

• AUC — 2× in this paper · explained in 2 episodes
• Ablation — 1× in this paper · explained in 1 episode
• At the Spallation Neutron Source — 1× in this paper

Sources

• Anomaly Detection in Particle Accelerators using Autoencoders
• MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

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