Papers

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Anomaly Detection Using Graph Neural Network in Nuclear Power Plants

1:00–1:25PM EDT

Ji Woo Hong (Chosun Univ.), Man Gyun Na (Chosun Univ.)

Paper

Scalability of Condition-Based Maintenance Using Federated Learning

1:25–1:50PM EDT

Vivek Agarwal (INL), Koushik A. Manjunatha (INL), Harry Palas (Public Service Enterprise Group)

Paper

Presentation Slides (Visible to Attendees)

Within-Bank Condition Monitoring and Fault Detection of Fine Motion Control Rod Drives

1:50–2:15PM EDT

Ark Ifeanyi (Univ. Tennessee, Knoxville), Abhinav Saxena (GE-Research), Jamie Coble (Univ. Tennessee, Knoxville)

Paper

Impact of AI/ML on Nuclear Regulation: Tactics and Strategy

2:15–2:40PM EDT

Robin Bloomfield (Adelard), Timothy Burd (Adelard), Gareth Fletcher (Adelard), Luke Hinde (Adelard)

Paper