In Silico Studies of Nuclear Energy Systems: Lightning Talks

Considerations for Introducing Artificial Intelligence into Nuclear Power Plants

1:00–1:07PM MDT

Anna Hall (INL), Vivek Agarwal (INL)

Presented by Cody Walker (INL)

AI/ML Lock and Key: A Methodology to Verify Unaltered AI/ML Algorithms

1:07–1:14PM MDT

Shaw X. Wen (INL)

A Method for Software Failure Mode Quantification Under Limited Data Conditions

1:14–1:21PM MDT

Tate Shorthill (INL), Han Bao (INL), Edward Chen (INL), Heng Ban (Univ. Pittsburgh)

A Review of Mobile Robot Technology for Security Applications at Nuclear Facilities

1:21–1:28PM MDT

Ujwal Sharma (Idaho State), Uma Shankar Medasetti (Idaho State), Taher Deemyad (Idaho State), Mustafa Mashal (Idaho State), Vaibhav Yadav (INL)

Presented by Robby Christian (INL)

Autonomous 3D Radiation Mapping on Robots for Efficient Monitoring of Next Generation Reactors

1:28–1:35PM MDT

Andy Haefner (Gamma Reality), Erika Suzuki (Gamma Reality), R. Pavlovsky (Gamma Reality), P. Proctor (Gamma Reality), L. Peterson (Gamma Reality), S. DuBridge (Gamma Reality), J. Oshiro (Gamma Reality)

Exploring the Efficacy of LLMs in Decision-Making for a Specific Use Case in Nuclear Power Plants

1:35–1:42PM MDT

Norman John Mapes Jr. (INL), Brian Wilcken (INL), Kellen Giraud (INL), Ahmad Al Rashdan (INL)

Creating Physics-Informed Synthetic Data to Train a Digital Twin for Predicting Reactor Operations

1:42–1:49PM MDT

Jaden Palmer (INL), Ryan Stewart (INL), Ashley Shields (INL), Christopher Ritter (INL)

Development of Machine Learning-Based Electrochemical Monitoring for Molten Chloride Salt Reactors

1:49–1:56PM MDT

Wonseok Yang (Seoul Nat'l Univ.), Hyeongbin Kim (Seoul Nat'l Univ.), Jihun Kim (Seoul Nat'l Univ.), Saehyun Choi (Seoul Nat'l Univ.), Sungyeol Choi (Seoul Nat'l Univ.)

Machine Learning Approach to Improve the Resolution Limitations of Aerosol Measuring Equipment

1:56–2:03PM MDT

Hyunjin Boo (Soonchunhyang Univ.), Min-Ho Lee (FNC Technology Co.), Byung Gi Park (Soonchunhyang Univ.)

Source Term Modeling for Advanced Gas Micro-Reactors

2:03–2:10PM MDT

Alexandra Raichart (INL), Benjamin Stoyer (INL), David Petti (INL)

Material and Ground Activation from Minimally Shielded Transportable Reactor

2:10–2:17PM MDT

R. Demuth (Univ. South Carolina), A. Horwood (Univ. South Carolina), S. Bays (INL), M. Phipps (Univ. South Carolina), T. Knight (Univ. South Carolina)