Papers

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

1:00–1:20PM MDT

Linyu Lin (INL)

Paper

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

1:20–1:40PM MDT

Shannon L. Eggers (INL), Sonali Sinha Roy (INL), Ross Hays (INL), Kevin O'Rear (INL), Joseph Oncken (INL)

Paper

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 Univ.), Zachery T. Dahm (Purdue Univ.), Stylianos Chatzidakis (Purdue Univ.)

Paper

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

2:00–2:20PM MDT

Kazuma Kobayashi (Univ. 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 (Univ. Illinois, Urbana-Champaign)

Paper

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