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 (Univ. Illinois, Urbana-Champaign), Farid Ahmed (Univ. Illinois, Urbana-Champaign), Samrendra Roy (Univ. Illinois, Urbana-Champaign), Sajedul Talukder (University of Texas El Paso), Syed Bahauddin Alam (Univ. 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 (Univ. Michigan), Gavin McDuffee (Tennessee Tech), Xingang Zhao (Univ. Tennessee, Knoxville), William L. Gurecky (ORNL), Pradeep Ramuhalli (ORNL), Majdi I. Radaideh (Univ. Michigan)

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 (INL), Thomas Reeves (Univ. Southern California), Vivek Agarwal (INL)

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

4:35–4:55PM CDT

Hye Seon Jo (Chosun Univ.), Ho Jun Lee (Chosun Univ.), Man Gyun Na (Chosun Univ.)

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

4:55–5:15PM CDT

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