Works (8)
2025 journal article
Data-driven prediction and uncertainty quantification of PWR crud-induced power shift using convolutional neural networks
ENERGY, 316.
2024 journal article
ARTISANS-Artificial Intelligence for Simulation of Advanced Nuclear Systems for Nuclear Fission Technology
NUCLEAR ENGINEERING AND DESIGN, 423.
2024 journal article
Analysis of the LatticeNet neural network framework’s performance using prediction-calculated temperature coefficients in PWR assemblies
Annals of Nuclear Energy.
2024 conference paper
Predicting PWR Fuel Assembly CIPS Susceptibility with Convolutional Neural Networks: Performance and Uncertainty Quantification
International Conference on Physics of Reactors (PHYSOR 2024).
2024 thesis
Prediction of CIPS Susceptibility in PWR Assemblies Using 3D Convolutional Neural Networks
https://www.lib.ncsu.edu/resolver/1840.20/41647
2023 journal article
Investigation of Monte Carlo trained CNNs for neutronics predictions of typical and atypical PWR assemblies
Progress in Nuclear Energy, 166.
Contributors: , J. Watson * & F. Shriver * *

2023 conference paper
Machine Learning-based Prediction of Crud Buildup Locations in Pressurized Water Reactors
Transactions of the American Nuclear Society, 129, 456–459.
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