ANS is committed to advancing, fostering, and promoting the development and application of nuclear sciences and technologies to benefit society.
Explore the many uses for nuclear science and its impact on energy, the environment, healthcare, food, and more.
Explore membership for yourself or for your organization.
Conference Spotlight
2026 ANS Annual Conference
May 31–June 3, 2026
Denver, CO|Sheraton Denver
Latest Magazine Issues
Mar 2026
Jan 2026
Latest Journal Issues
Nuclear Science and Engineering
April 2026
Nuclear Technology
February 2026
Fusion Science and Technology
Latest News
University of Rochester and Focused Energy establish $6.9 million partnership
Focused Energy and the University of Rochester’s Laboratory for Laser Energetics (LLE) have established a $6.9 million partnership agreement to collaborate on fundamental challenges in inertial fusion energy.
Technical Session|Thermal Hydraulics (THD)
Tuesday, June 2, 2026|10:00–11:45AM MDT|Room 5
Session Chair:
Izabela Gutowska (Oregon State University)
To access paper attachments, you must be logged in and registered for the meeting.
Register NowLog In
Physics-Informed Diffusion Model for Generation of Physically Consistent Critical Heat Flux Data
10:00–10:20AM MDT
Alexandra G. Akins (North Carolina State University), 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 University), Zeyun Wu (Virginia Commonwealth University)
Autoregressive Coarse-Grid CFD/TH Forecasting with OPT-Based LLMs
10:40–11:00AM MDT
Md Jafor Dewan (North Carolina State University), Nam T. Dinh (North Carolina State University)
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)
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 (North Carolina State University), Robert K. Salko (Oak Ridge National Laboratory), Xu Wu, Xingang Zhao (University of Tennessee Knoxville)
To join the conversation, you must be logged in and registered for the meeting.