Papers

To access paper attachments, you must be logged in and registered for the meeting.

Register NowLog In

Machine Learning for Time-Series Prediction of the Cryogenic Moderator System in Oak Ridge National Laboratory's Spallation Neutron Source Facility

1:35–1:55PM EDT

Gavin McDuffee (Tennessee Technological Univ.), William Gurecky (Univ. Texas, Austin), Wesley C. Williams (ORNL), Xingang Zhao (ORNL)

Paper

ML-LIBS: Machine Learning-Based Spectra Predictions of Time-Dependent Lithium Emission Spectroscopy Imaging

1:55–2:15PM EDT

Lauren A. Kohler (NCSU), Jason P. Clifford (NCSU), Nursat Karim (NCSU), Sivanandan S. Harilal (PNNL), Elizabeth Kautz (NCSU), Xu Wu (NCSU)

Paper

Parameter Importances from Random Forest Machine Learning for Accident Tolerant Fuel Pool Boiling

2:15–2:35PM EDT

Eliot R. Ciuperca (Univ. Wisconsin, Madison), Juliana P. Duarte (Univ. Wisconsin, Madison), Bruno P. Serrao (Univ. Wisconsin, Madison)

Paper

A Preliminary Exploration into Using Mixture Density Networks to Compress Data in Monte Carlo Codes

2:35–2:55PM EDT

Eappen S. Nelluvelil (Univ. Colorado, Boulder), Anna Matsekh (LANL), Arvind Mohan (LANL), Mathew A. Cleveland (LANL), Alex Long (LANL)

Paper