Dr. Byunghyun Kim is a Postdoctoral Researcher at the University of Illinois Urbana-Champaign, working under the guidance of Professor Billie F. Spencer, Jr. He earned his Ph.D. in Civil Engineering from the University of Seoul in May 2023, where his dissertation focused on "Deep Learning-Based Assessment of Civil Structure: Inspection using Instance Segmentation and Monitoring using Semi-Supervised Learning." Dr. Kim's research primarily centers on structural health monitoring, with a particular emphasis on developing explainable deep neural network architectures for assessing civil infrastructure. His expertise encompasses computer vision and signal processing techniques, aiming to enhance the accuracy and reliability of structural inspections. Throughout his academic career, Dr. Kim has contributed to over ten publications, amassing more than 700 citations, reflecting the significant impact of his work in the field. His dedication to advancing automated inspection methods underscores his commitment to improving the safety and maintenance of civil structures.