SHANGRU LIU was born in in Xi’an, Shaanxi Province, China in 1996. He received the B.S. degree in transportation engineering from Chang’an University, Xi’an, Shaanxi, China, in 2019. He is currently a postgraduate student at Chang’an University, Xi’an. His research focuses on road engineering and traffic safety.
SHANGRU LIU was born in in Xi’an, Shaanxi Province, China in 1996. He received the B.S. degree in transportation engineering from Chang’an University, Xi’an, Shaanxi, China, in 2019. He is currently a postgraduate student at Chang’an University, Xi’an. His research focuses on road engineering and traffic safety.