Uncertainty Quantification, Sensitivity Analysis, and Machine Learning: III

Preliminary Steady-State Thermal Hydraulics Analysis of Mixed HEU-LEU Transition Cores for the MIT Research Reactor with Statistical Uncertainty Propagation Using STAT7 Code

1:00–1:20PM EST

Sero Yang (Argonne National Laboratory), Tyler S. Sumner (Argonne National Laboratory), Alberto Talamo (Argonne National Laboratory), Kyle E. Anderson (Argonne National Laboratory), David Jaluvka (Argonne National Laboratory), John A. Stillman (Argonne National Laboratory), Dhongik S. Yoon (Argonne National Laboratory), Walid Mohamed (Argonne National Laboratory), Lin-Wen Hu (Massachusetts Institute of Technology), Erik Wilson (Argonne National Laboratory)

Interpretable Machine Learning Approaches for Predicting Critical Heat Flux

1:20–1:40PM EST

Elvan Sahin (Virginia Tech), Juliana P. Duarte (Virginia Polyechnic Inst & State University)

Sensitivity of Density Wave Oscillation Instability Boundary to TRACE Uncertainty Parameters

1:40–2:00PM EST

Connor Pigg (University of Illinois Urbana-Champaign), Galen Selligmen (University of Illinois Urbana-Champaign), Tomasz Kozlowski (University of Illinois Urbana-Champaign), Paul R. Hurley (Virginia Polytechnic Institute and State University), Yang Liu (Virginia Polytechnic Institute and State University), Michael L. Corradini (University of Wisconsin-Madison), Juliana P. Duarte (University of Wisconsin-Madison)

Sensitivity of Density Wave Oscillations to TRACE/PARCS Uncertainty Parameters

2:00–2:20PM EST

Connor Pigg (University of Illinois Urbana-Champaign), Galen Selligmen (University of Illinois Urbana-Champaign), Tomasz Kozlowski (University of Illinois Urbana-Champaign), Yang Liu (Virginia Polytechnic Institute and State University), Michael L. Corradini (University of Wisconsin-Madison), Juliana P. Duarte (University of Wisconsin-Madison)