Uncertainty Quantification, Sensitivity Analysis, and Machine Learning: II

DTIA in the Analysis of Reactor Pressure Vessel Structural Behaviour in Severe Accidents

10:00–10:20AM MST

Karim Hossny (KTH Royal Institute of Technology), Walter Villanueva (Nuclear Futures Institute, Bangor University), Mostafa ElNaggar (Ohio State University), Afaque Shams (NRG Petten)

Uncertainty Reduction of Light Water TSL Data Based on Data Assimilation Using Surrogate Model with Non-Linear Effect

10:20–10:40AM MST

Minori Shimakura (Nagoya University), Akio Yamamoto (Nagoya University), Tomohiro Endo (Nagoya University)

Real-Time Neutron-Gamma Discrimination: Fusing Statistical and Deep Learning on Time-Series Data

10:40–11:00AM MST

Abigail Sears (United States Naval Academy), Jennie Hill, Hatem ElBidweihy

Evaluation of the Effect of Control-Rod Positioning on One-Group Effective Nuclear Data for Ex-Core Flux Reconstruction in the JSI TRIGA Mark-II Reactor

11:00–11:20AM MST

Jake T. LaFore (Colorado School of Mines), Haoyu Wang (Argonne National Laboratory), Anze Pungercic (Jožef Stefan Institute), Roberto Ponciroli (Argonne National Laboratory), Valerio Mascolino (Colorado School of Mines)

A Bayesian Optimization Workflow for HTGR Fuel Assembly Design

11:20–11:40AM MST

Kangan Chen (University of Wisconsin-Madison), Andi Wang (University of Wisconsin-Madison)