Papers

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Physics-Informed Diffusion Model for Generation of Physically Consistent Critical Heat Flux Data

10:00–10:20AM MDT

Alexandra G. Akins (NCSU), Xu Wu

Paper

A Node-Assigned PINN Model for Coupled Heat Transfer Calculations in a PWR Hot Channel

10:20–10:40AM MDT

Fabiano G. Thulu (Virginia Commonwealth Univ.), Zeyun Wu (Virginia Commonwealth Univ.)

Paper

Autoregressive Coarse-Grid CFD/TH Forecasting with OPT-Based LLMs

10:40–11:00AM MDT

Md Jafor Dewan (NCSU), Nam T. Dinh (NCSU)

Paper

Node Assigned Physics-Informed Neural Networks for Thermal-hydraulic System Simulation CVH/FL/HS Modules

11:00–11:20AM MDT

Jeesuk Shin, DongGyun Seo, Sihyeong Yu, Joongoo Jeon (Pohang University of Science and Technology)

Paper

Prediction of Critical Heat Flux in Rod Bundles Using Tube-Based Hybrid Machine Learning Models in CTF

11:20–11:40AM MDT

Aidan J. Furlong (NCSU), Robert K. Salko (ORNL), Xu Wu, Xingang Zhao (Univ. Tennessee, Knoxville)

Paper