I am pleased that TUPA has made good outcomes at the 99th TRB conference.

• Inferring The Optimal Number Of Dockless Shared Bike In A New Area By Applying The Gradient Boosting Decision Tree Model by Dong Xiao, Tianqi Gu, Yuanqiu Bao, and Inhi Kim
• The  Use of Emerging  Virtual Reality Technology  in Road Safety Analysis: The Hook-Turn Case by Taeho Oh, Yanping Xu, Zhibin Li, and Inhi Kim
• Short-Term Traffic Prediction Using A  Spatial-Temporal  CNN Model With Transfer Learning by Wang Bo, Hai, Vu, and Inhi Kim