Artificial Intelligence and Large Language Models for Nuclear Applications: I

In-Context System Identification for Nonlinear Dynamics Using Large Language Models

1:00–1:20PM MDT

Linyu Lin (Idaho National Laboratory)

Evaluating Large Language Models for Semi-Automated Systems Theoretic Process Analysis of a Microreactor

1:20–1:40PM MDT

Shannon L. Eggers (Idaho National Laboratory), Sonali Roy (Idaho National Laboratory), Ross Hays (Idaho National Laboratory), Kevin O'Rear, Joseph Oncken (Idaho National Laboratory)

Explainable AI Framework with a Kalman Filter State Space Estimation for FDI Detection and Localization in Nuclear Reactor Signals

1:40–2:00PM MDT

Konstantinos Vasili (Purdue University), Zachery T. Dahm (Purdue University), Stylianos Chatzidakis (Purdue University)

Federated Learning with LLM Chatbots and Lightweight Cryptography for Secure Operations in Small Modular Reactors

2:00–2:20PM MDT

Kazuma Kobayashi (University of Illinois Urbana-Champaign), Ismail Hossain (University of Texas, El Paso), Sai Puppala (Southern Illinois University), Md Jahangir Alam (University of Texas, El Paso), Sajedul Talukder (University of Texas, El Paso), Syed Bahauddin Alam (University of Illinois at Urbana-Champaign)