Sensitivity Analysis, Uncertainty Quantification, and Machine Learning

Technical Session|Sponsored by MCD

Thursday, December 2, 2021|3:05–4:50PM EST |Columbia 11

Session Chair:

Xu Wu (NC State Univ.)

Alternate Chair:

Christopher M. Perfetti

Session Organizer:

Brian C. Kiedrowski (Univ. of Michigan)

Student Assistant:

Oscar Lastres

Session Recording

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Depletion Perturbation Theory Sensitivity Coefficients in Monte Carlo Simulations

3:10–3:30PM EST

Benjamin Murphy (Univ. of New Mexico), Christopher Perfetti (Univ. of New Mexico)

Paper

Conversion from R-Matrix to Pole Representation Parameters for Use in Sensitivity Analysis

3:30–3:50PM EST

Matthew Lazaric (Univ. of New Mexico), Christopher Perfetti (Univ. of New Mexico), Mark Paris (LANL)

Paper

Solving a System of Ordinary Differential Equations for Reactivity Insertion Accident with Artificial Neural Networks

3:50–4:10PM EST

Alie Akins (NC State Univ.), Ziyu Xie (NC State Univ.), Xu Wu (NC State Univ.)

Paper

Quantitative Validation with Bayes Factor

4:10–4:30PM EST

Farah Alsafadi (NC State Univ.), Ziyu Xie (NC State Univ.), Xu Wu (NC State Univ.)

Paper

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