Artificial Intelligence, Machine Learning, and Automation

Pilots' Readiness to Fly - Alcohol Detection Assisted by AI Facial Recognition Technology

10:00–10:20AM CDT

Yanbing Chen (School of Graduate Studies, College of Aviation, Embry-Riddle Aeronautical University), Mingyi Wang (Mechanical Engineering, College of Engineering, Embry-Riddle Aeronautical University), Joao Souza D. Garcia (School of Graduate Studies, College of Aviation, Embry-Riddle Aeronautical University), Shuzhen Luo (Mechanical Engineering, College of Engineering, Embry-Riddle Aeronautical University)

Complex System Diagnostics Using LLM-Informed Models and Knowledge Graphs

10:20–10:40AM CDT

Saman Marandi (University of Maryland), Yu-Shu Hu (Consultant), Mohammad Modarres (University of Maryland)

Causality Mining from Text Reports with Fine-Tuned Large Language Model

10:40–11:00AM CDT

Sai Zhang (INL), Shahidur R. Sohag (University of Idaho), Min Xian (University of Idaho), Tao Wang (University of Idaho), Shoukun Sun (University of Idaho), Zhegang Ma (INL)

Automation Trustworthiness and Transparency in Nuclear Power Plants: Definitions, Methodologies, and Case Studies

11:00–11:20AM CDT

Muhammad Hammad Khalid (University of Illinois Urbana Champaign), Ha H. Bui (University of Illinois Urbana Champaign), Ahmad Al Rashdan (INL), Seyed-A. Reihani (University of Illinois Urbana Champaign), Zahra Mohaghegh (University of Illinois Urbana Champaign)

Artificial Neural Network-Based Approach for Computing Fussell-Vesely Importance Measures in Fault Tree Analysis

11:20–11:40AM CDT

xingyu xiao (Tsinghua Univeristy), Wenjing Li (China Nuclear Power Engineering Co., LTD), Peng Chen (Chinese Academy of Sciences), Ben Qi (Tsinghua Univeristy), Jingang Liang (INET, Tsinghua University), Jiejuan Tong (INET, Tsinghua University), Haitao Wang (National Tsinghua University)