Uncertainty Quantification, Sensitivity Analysis, Machine Learning, and Reduced Order Modeling

Estimation of Irradiation History in BWR Spectrum Utilizing Discharged Fuel Isotopics

3:15–3:35PM EDT

Tarikul Islam (Purdue), Shiming Yin (Purdue), Jeongwon Seo (Purdue), Hany S. Abdel-Khalik (Purdue)

Synthetic Data Generation via Non-Parametric Regularity-Based Dimensionality Reduction

3:35–3:55PM EDT

Tyler Lewis (Purdue), Arvind Sundaram (Purdue), Hany S. Abdel-Khalik (Purdue)

Application of Multi-Fidelity Modeling Using Neural Network to Nuclear Materials

3:55–4:15PM EDT

Kazuma Kobayashi (Missouri Univ. Science and Technology), James Daniell (Missouri Univ. Science and Technology), Shoaib Usman (Missouri Univ. Science and Technology), Md. Shafiqul Islam (MIT), Syed Alam (Missouri Univ. Science and Technology)

Fast Emulation of Neutron Diffusion Using the Method of Snapshots

4:15–4:35PM EDT

Patrick A. Myers (Univ. Michigan), Connor C. Craig (Univ. Michigan), Kyle Beyer (Univ. Michigan), Brian C. Kiedrowski (Univ. Michigan)

Transport Corrected Diffusion Reduced Order Model for Thermal Radiative Transfer

4:35–4:55PM EDT

Joseph M. Coale (LANL), Dmitriy Y. Anistratov (NCSU)