Lei Liu, Ph.d candidate at School of Transportation, Southeast University. He obtained his bachelor's degree and master’s degree in Wuhan University of Technology in 2015, 2018, respectively. His research interests include maritime safety, navigation risk analysis, shipping management, and ship routing and scheduling.