Artificial Intelligence for I&C and Human Factors

Foundation Models for Dynamic Nuclear Systems: Energy-Efficient Surrogates via Deep Operator Learning

1:00–1:20PM EST

Samrendra Roy (Univ. Illinois, Urbana-Champaign), Kazuma Kobayashi (Univ. Illinois, Urbana-Champaign), Souvik Chakraborty (Indian Institute of Technology Delhi), Sajedul Talukder (Univ. Texas, El Paso), Syed Bahauddin Alam (Univ. Illinois, Urbana-Champaign)

A RAG-Model Enhanced Human-AI Collaboration for Advanced Nuclear Fuel Research

1:20–1:40PM EST

Karen DSouza (INL), Phyllis King (INL), Colby Jenson (INL), Daniel M. Wachs (INL), Tiankai Yao (INL)

Machine Learning for Time-Series Forecasting with Quantile Regression and Anomaly Detection

1:40–2:00PM EST

Lauren S. Bailey (Univ. Tennessee, Knoxville), Reagan Barr (Univ. Tennessee, Knoxville), James Carnal (Univ. Tennessee, Knoxville), Aaron Clark (Univ. Tennessee, Knoxville), Braden Copley (Univ. Tennessee, Knoxville), Jake Petersen (Univ. Tennessee, Knoxville), Jamie Coble (Univ. Tennessee, Knoxville), Xingang Zhao (Univ. Tennessee, Knoxville)

Developing a Natural Language Assistant for Operations and Maintenance in Nuclear Systems

2:00–2:20PM EST

Jason P. Clifford (ANL), Derek W. Kultgen (ANL), Alexander Heifetz (ANL)

Comparing Large Language Models against Humans in a Practical Search Application

2:20–2:40PM EST

Alexander McLeod (Zachry Nuclear Engineering)