Papers

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Prediction of Startup Excess Reactivity in TRIGA MK II Reactor: A Neural Network Approach

10:00–10:20AM CDT

Jeongwon Seo (Univ. Texas, Austin), William S. Charlton (Univ. Texas, Austin), Kevin T. Clarno (Univ. Texas, Austin)

Paper

PINN-Based Online Monitoring for Detection of Sensor Drift

10:20–10:40AM CDT

Jiyong Lee (KAIST), Jonghyun Kim (KAIST)

Paper

Intelligent Prediction and Uncertainty Quantification of Reactivity-Induced Power Excursions in Molten Salt Reactors

10:40–11:00AM CDT

Hui-Yu Hsieh (TAMU), Thabit M. Abuqudaira (TAMU), Pavel V. Tsvetkov (TAMU), Piyush Sabharwall (INL)

Paper

Native Fortran Implementation of TensorFlow-Trained Deep and Bayesian Neural Networks

11:00–11:20AM CDT

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

Paper

Epistemic Uncertainty in Deep Learning Models and Its Application for Model Performance Improvement

11:20–11:40AM CDT

Junyong Bae (Ulsan Nat'l Institute Science and Technology), Seung Jun Lee (Ulsan Nat'l Institute Science and Technology)

Paper