Papers

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Knowledge-Driven Explainable AI for Automated Defect Detection in Nuclear Reactor Components

10:00–10:20AM CDT

A. Young (Univ. Strathclyde), J. Zabalza (Univ. Strathclyde), Z. Fei (Univ. Strathclyde), G. West (Univ. Strathclyde), P. Murray (Univ. Strathclyde), S. McArthur (Univ. Strathclyde)

Presented by Callum Manning (Univ. Strathclyde)

Paper

System-Level Prognostics with Explainable Artificial Intelligence

10:20–10:40AM CDT

Ark Ifeanyi (Univ. Tennessee, Knoxville), Mattia Zanotelli (Univ. Tennessee, Knoxville), Jamie Coble (Univ. Tennessee, Knoxville)

Paper

AI for Interpreting Nuclear Power Plant Documents for Power Uprates

10:40–11:00AM CDT

Norman John Mapes Jr. (INL), Kellen Giraud (INL), Brian Wilcken (INL), Ahmad Al Rashdan (INL), Marcio de Queiroz (INL)

Paper

Proximity-Based Anomaly Detection Using Graph Neural Networks for NPP Abnormal Operations

11:00–11:20AM CDT

Jeonghun Choi (KAERI), Seo Ryong Koo (KAERI)

Paper

Role of Uncertainty Quantification in the Explainability of Large Language Models for the Nuclear Industry

11:20–11:40AM CDT

Nancy J. Lybeck (INL), Vaibhav Yadav (INL), Ronald L. Boring (INL), Vivek Agarwal (INL)

Paper