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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!
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Latest News
ORNL, INL make deals on AI for nuclear licensing
The United States has tight new deadlines—18 months, max—for licensing commercial reactor designs. The Department of Energy is marshaling the nuclear expertise and high-performance computing assets of its national laboratories, in partnership with private tech companies, to develop generative AI tools and large-scale simulations that could help get nuclear reactor designs through the Nuclear Regulatory Commission’s licensing process—or the DOE’s own reactor pilot program. “Accelerate” and “streamline” are the verbs of choice in recent announcements from Oak Ridge National Laboratory and Idaho National Laboratory, as they describe plans with Atomic Canyon, Microsoft, and Amazon.
12th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies (NPIC&HMIT 2021)
Technical Session
Wednesday, June 16, 2021|4:30–6:15PM EDT
Session Chair:
Gyunyoung Heo
Alternate Chair:
Jamie B. Coble
Session Organizer:
Staff Producer:
Ashley Jiminian (ANS)
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Detecting Fire with Machine Learning-Enabled Visual Monitoring for Nuclear Power Plant Environments
L. Michael Griffel (INL), Brian Wilcken (INL), Ahmad Al Rashdan (INL), Roger Boza (INL)
Paper
Sensor Degradation Detection Using Visual Timeseries and Deep Convolutional Neural Networks
C. J. Wallace (Univ. of Strathclyde), S.D.J. McArthur (Univ. of Strathclyde)
Monitoring of Thermal Mixing Tee Sensors with LSTM Neural Networks
Victoria Ankel (ANL), Stella Pantopoulou (ANL), Matthew Weathered (ANL), Darius Lisowski (ANL), Anthonie Cilliers (Kairos Power), Alexander Heifetz (ANL)
Object Detection in a Framework for Automated Nuclear Waste Classification
Seonaid Hume (Univ. of Strathclyde), Gordon Dobie (Univ. of Strathclyde), Graeme West (Univ. of Strathclyde)
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