Artificial Intelligence and Machine Learning for I&C and Human Factors: I

Evaluating LSTM Explainability Under Progressive Sensor Loss for Heat-Pipe Microreactor Power Prediction

1:00–1:20PM MST

Jaden S. Palmer (North Carolina State University), Xu Wu (North Carolina State University), Ryan H. Stewart (Idaho National Laboratory)

Preliminary AI-Based Evaluation of Safety and Work-Engagement-Related Characteristics

1:20–1:40PM MST

Kazuma Kunimasa (Department of Management Science and Technology, Graduate School of Engineering, Tohoku University, Sendai, Japan), Yuto Horiuchi (Department of Management Science and Technology, Graduate School of Engineering, Tohoku University, Sendai, Japan), Makoto Takahashi (Department of Management Science and Technology, Graduate School of Engineering, Tohoku University, Sendai, Japan)

Adaptive IQR-LSTM for Time Series Anomaly Detection in Nuclear Systems

1:40–2:00PM MST

Lauren S. Bailey (University of Tennessee Knoxville), Jon Dewitt Dalisay (University of the Philippines Diliman), Xingang Zhao (University of Tennessee Knoxville)

Detection of Flaws in Eddy Current Steam Generator Tubes Inspection Data using YOLO

2:00–2:20PM MST

ELENI AVLONITIS (University of Texas, San Antonio), Miltiadis Alamaniotis, Thomas Elmer (Argonne National Laboratory), XIN ZHANG, Alexander Heifetz (Argonne National Laboratory), Sasan Bakhtiari