AI and ML Applications in Nuclear Materials

Calibration of DART Parameters for the Simulation of Fission Gas Bubble Behaviors in U-Mo Fuel

8:00–8:20AM CDT

Zhi-Gang Mei (ANL), Gyuchul Park (ANL), Bei Ye (ANL), ATM Jahid Hasan (NCSU), Benjamin W. Beeler (NCSU)

AI-Driven Analysis of the Lithium Deuteride (LiD) Fission-Fusion Cycle

8:20–8:40AM CDT

Noah D'Amico (Texas Tech University), Sandeep Puri (Texas Tech University), Ian Jones (Texas Tech University), Andrew Gillespie (Texas Tech University), Cuikun Lin (Texas Tech University), Robert Duncan (Texas Tech University)

Insight into Irradiation Defect Production in Zirconium Using Machine-Learned Potentials

8:40–9:00AM CDT

Jose March-Rico (Naval Nuclear Laboratory), Jonathan L. Wormald (Naval Nuclear Laboratory), Volker Eyert (Materials Design, Inc.), David Reith (Materials Design, Inc.), Brendan M. Ensor (Naval Nuclear Laboratory), Richard W. Smith (Naval Nuclear Laboratory)

Comparative Analysis of Hopfield Neural Network Performance in Processing Pulsed Infrared Thermography Images of Additively Manufactured Metals

9:00–9:20AM CDT

Eleni S. Avlonitis (ANL), Xin Zhang (ANL), Miltiadis Alamaniotis (Univ. Texas, San Antonio), Alexander Heifetz (ANL)

Benchmarking CNN Architectures for Enhanced Analysis of Pulsed Infrared Thermography Images of Additively Manufactured Metals for Nuclear Applications

9:20–9:40AM CDT

Derian Mowen (Univ. Texas, San Antonio), Xin Zhang (ANL), Miltos Alamaniotis (Univ. Texas, San Antonio), Alexander Heifetz (ANL)