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 ANS Annual Conference
May 31–June 3, 2026
Denver, CO|Sheraton Denver
Latest Magazine Issues
Feb 2026
Jul 2025
Latest Journal Issues
Nuclear Science and Engineering
February 2026
Nuclear Technology
Fusion Science and Technology
January 2026
Latest News
From uncertainty to vitality: The future of nuclear energy in Illinois
Nuclear is enjoying a bit of a resurgence. The momentum for reliable energy to support economic development around the country—specifically data centers and AI—remains strong, and strongly in favor of nuclear. And as feature coverage on the states in the January 2026 issue of Nuclear News made abundantly clear, many states now see nuclear as necessary to support rising electricity demand while maintaining a reliable grid and reaching decarbonization goals.
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)
To join the conversation, you must be logged in and registered for the meeting.