ANS is committed to advancing, fostering, and promoting the development and application of nuclear sciences and technologies to benefit society.
Explore the many uses for nuclear science and its impact on energy, the environment, healthcare, food, and more.
Explore membership for yourself or for your organization.
Conference Spotlight
Nuclear Energy Conference & Expo (NECX)
September 8–11, 2025
Atlanta, GA|Atlanta Marriott Marquis
Standards Program
The Standards Committee is responsible for the development and maintenance of voluntary consensus standards that address the design, analysis, and operation of components, systems, and facilities related to the application of nuclear science and technology. Find out What’s New, check out the Standards Store, or Get Involved today!
Latest Magazine Issues
Jul 2025
Jan 2025
Latest Journal Issues
Nuclear Science and Engineering
September 2025
Nuclear Technology
August 2025
Fusion Science and Technology
Latest News
Deep geologic repository progress—2025 Update
Editor's note: This article has was originally published in November 2023. It has been updated with new information as of June 2025.
Outside my office, there is a display case filled with rock samples from all over the world. It contains a disk of translucent, orange salt from the Waste Isolation Pilot Plant near Carlsbad, N.M.; a core of white-and-bronze gneiss from the site of the future deep geologic repository in Eurajoki, Finland; several angular chunks of fine-grained, gray claystone from the underground research laboratory at Bure, France; and a piece of coarse-grained granite from the underground research tunnel in Daejeon, South Korea.
Nuclear Plant Instrumentation and Control & Human-Machine Interface Technology (NPIC&HMIT 2025)
Technical Session
Wednesday, June 18, 2025|10:00–11:45AM CDT|Chicago Ballroom F
Session Chair:
Jamie B. Coble
Alternate Chair:
Vivek Agarwal
Session Organizer:
Xingang Zhao
To access paper attachments, you must be logged in and registered for the meeting.
Register NowLog In
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)
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)
Proximity-Based Anomaly Detection Using Graph Neural Networks for NPP Abnormal Operations
11:00–11:20AM CDT
Jeonghun Choi (KAERI), Seo Ryong Koo (KAERI)
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)
To join the conversation, you must be logged in and registered for the meeting.
