Machine Learning and Artificial Intelligence for Nuclear: I

Sequential Deep Operator Network for Time-Series Nuclear System Monitoring

3:15–3:35PM CDT

Kazuma Kobayashi (University of Illinois Urbana-Champaign), Farid Ahmed (University of Illinois Urbana-Champaign), Samrendra Roy (University of Illinois Urbana-Champaign), Mehedi H. Tusar (Missouri University of Science and Technology), Sajedul Talukder (University of Texas EL Paso), Syed B. Alam (University of Illinois Urbana-Champaign)

A Formal Method for I&C Predictability Based on Timed Colored Petri Nets and Their Formal Series in the Tropical Algebra

3:35–3:55PM CDT

Louis Bal dit Sollier (PRISME, EDF Research and Development), Alain Ourghanlian (PRISME, EDF Research and Development)

Predicting Minute-Level Power Grid Conditions Using Generative Adversarial Networks

3:55–4:15PM CDT

Umme Mahbuba Nabila (University of Michigan, Ann Arbor, MI 48109), Gavin McDuffee (Tennessee Tech University, Cookeville, TN 38505, USA), Xingang Zhao (University of Tennessee, Knoxville, TN 37996, USA), William L. Gurecky (Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA), Pradeep Ramuhalli (Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA), Majdi I. Radaideh (University of Michigan, Ann Arbor, MI 48109,USA)

Using a Large Language Model for Accurate Technical Language Generation in the Predictive Maintenance of Circulating Water Systems in Nuclear Power Plants

4:15–4:35PM CDT

Linyu Lin (Idaho National Laboratory), Thomas Reeves (University of Southern California), Vivek Agarwal (Idaho National Laboratory)

Failure Prediction of Electronic Components in Reactor Protection System Using LSTM with MC Dropout Technique

4:35–4:55PM CDT

Hye Seon Jo (Chosun university), HO JUN LEE (Chosun university), Man Gyun Na (Chosun University)

Safe Use of AI as Part of the Control Loop in Nuclear Facilities

4:55–5:15PM CDT

Rune Winther (Institute for Energy Technology (IFE)), Sizarta Sarshar (Institute for Energy Technology (IFE))