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
2026 Nuclear Energy Conference & Expo (NECX)
August 24–27, 2026
Dallas, TX|Hilton Anatole
Latest Magazine Issues
Jun 2026
Jan 2026
2026
Latest Journal Issues
Nuclear Science and Engineering
July 2026
Nuclear Technology
Fusion Science and Technology
May 2026
Latest News
Breaking ground on a new approach to construction
The drive to Kairos Power’s reactor demonstration site in Oak Ridge, Tenn., is not only scenic—it’s historic. Nearly 85 years ago, roughly 30,000 construction workers transformed orchards and farmland into a key Manhattan Project site. Depending on your route, you may pass by one of the three gatehouses that were once military checkpoints controlling access to Atomic Energy Commission production facilities.
Technical Session
Monday, November 8, 2021|2:50–4:50PM EST
Session Chair:
Matt Degonish (Westinghouse)
Alternate Chair:
Yunfei Zhao (OSU)
Session Organizer:
Session Producer:
Chase Blaeser
To access the session recording, you must be logged in and registered for the meeting.
Register NowLog In
To access paper attachments, you must be logged in and registered for the meeting.
Use of Machine Learning to Evaluate Maintenance Rule Functional Failures at Exelon
2:50–3:20PM EST
Stephen M. Hess (Jensen Hughes), Jonathan L. Hodges (Jensen Hughes), Jenna M. Burr (Exelon Generation), Scott W. Diven (Exelon Generation)
Paper
Fault Tree Generation From P&IDs Using Deep Learning
3:20–3:50PM EST
Jaydeep Thik (Ohio State Univ.), Xiaoxu Diao (Ohio State Univ), Pavan Kumar Vaddi (Ohio State Univ.), Carol Smidts (Ohio State Univ.)
Integration of Data Analytics With System Health Programs
3:50–4:20PM EST
D. Mandelli (INL), C. Wang (INL), S. Hess (Jensen Hughes), R. Sugrue (Jensen Hughes), D. Morton (Northwestern Univ.), I. Popova (Texas State Univ.), C. Pope (Idaho State Univ.), J. Miller (Idaho State Univ.), S. Ercanbrack (Idaho State Univ.), D. Cole (Univ. of Pittsburgh), J. Yurko (Univ. of Pittsburgh)
Use of Data Analytics to Evaluate Nuclear Plant Maintenance Historical Data
4:20–4:50PM EST
Stephen M. Hess (Jensen Hughes), Jonathan L. Hodges (Jensen Hughes), Stefan M. Kraft (Jensen Hughes), David Olack (EPRI), Jeff Greene (EPRI)