Shovon Munshi

E-mail

munshishovon486@gmail.com

Education

BSc, Naval Architecture and Marine Engineering, Bangladesh University of Engineering and Technology (BUET), 2025

Research Topics

Transportation safety

AI & Data Science

Linkedin

• https://www.linkedin.com/in/shovon-munshi/

Website

• https://shovonmunshi.github.io/

Yang Cao

E-mail

chadcao@kaist.ac.kr

Education

BS, Southwest Jiaotong University

 

Research Topics

Large language models in mobility

Human factors in transportation: fatigue, EEG-based physiological monitoring

Low-altitude aviation and UAV safety

Google Scholar

• https://scholar.google.com/citations?view_op=list_works&hl=zh-CN&hl=zh-CN&user=KPUl6CwAAAAJ

 

Research Papers

Cao, Y., Liu, T., Zhou, Y.J., Oviedo-Trespalacios, O., Chen, T., & Ding, H. (2026). Why low-altitude aviation accidents become fatal: Evidence from U.S. National Transportation Safety Board Findings. Accident Analysis & Prevention, 237, 108717.

Cao, Y., Chen, T., Han, K., Chung, H., Huang, Z., & Ding, H. (2026). SET-DGCN: An end-to-end electroencephalography-based fatigue detection method for young drivers. Accident Analysis & Prevention, 225, 108311.

Zhou, Y., Cao, Y., Chung, H., Guo, H., Sze, N.N., & Chen, T. (2025). Does brain connectivity hold the key to safer roads? EEG-based fatigue detection in young drivers using interpretable deep learning. Accident Analysis & Prevention, 223, 108251.

 

Yegi Yoo

E-mail

yegi.yoo@kaist.ac.kr

Education

B.S, Urban & Transportation Engineering, Kongju National University, Korea, 2022

Research Topics

Crowd dynamics, Traffic safety

Sohyeong Bae

E-mail

hg1350@kaist.ac.kr

Education

• BS, Statistics, Ewha Womans University, Korea, 2020

Research Topics

• Traffic safety
• Human behavior