Uncertainty Quantification, Sensitivity Analysis, and Machine Learning

Benchmarking Multimodal LLMs for Zero-Shot Classification of Two-Phase Flows in Nuclear Reactors

3:15–3:35PM EST

Polina Matesha (Univ. Sharjah), Bassam A. Khuwaileh (Univ. Sharjah)

Progress on a Representativity Study of a RELAP5-3D Model of the High Temperature Test Facility

3:35–3:55PM EST

Jonathan L. Barthle (Univ. Tennessee, Knoxville), Aaron S. Epiney (INL), Robert Kile (INL), Nicholas R. Brown (Univ. Tennessee, Knoxville)

Satellite-Based Explainable Deep Learning as an Option to Assure Robust Remote Performance Monitoring in Deployment Scenarios for SMRs and Microreactors

3:55–4:15PM EST

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

Propagating Time-Dependent Stochastic Uncertainty via Depletion Sensitivity Coefficients in OpenMC

4:15–4:35PM EST

Sydney A. Dowben (Univ. New Mexico), Benjamin Murphy (Univ. New Mexico), Christopher Perfetti (Univ. New Mexico)

Uncertainty Reduction Driven Optimal Sensor Selection in Nuclear Waste Recycling Plant Design

4:35–4:55PM EST

Scott Evans (GE Vernova Advanced Research), Hao Huang (GE Vernova Advanced Research), Helena Goldfarb (GE Vernova Advanced Research), Arun Subramanian (GE Vernova Advanced Research), Sachini Piyoni Ekanayake (GE Vernova), Philip Honnold (Sandia National Lab), Nathan T. Shoman (Sandia National Lab), Peter Koudal (GE Aerospace Research), Dan Yang (GE Aerospace Research), Nick Abate (GE Aerospace Research), John Carbone (GE Aerospace Research), Ross F. Radel (SHINE Technologies)

Preliminary Implementation of a Generalized Perturbation Theory-Based Sensitivity Calculation Capability in Griffin

4:55–5:15PM EST

Seoyoon Jeon (ANL), Yaqi Wang (INL), Changho Lee (ANL), Hansol Park (ANL)