Jiayu Yang
Jiayu Yang is a visiting Ph. D student at the Chair of Transportation Systems Engineering, Technical University of Munich. She is a Ph.D candidate at the Central South University, China. She has been working on research studies related to traffic safety analysis based on vehicle trajectory data, intelligent vehicles, traffic simulation, as well as transportation-related air pollution analysis.
Education
| Sep. 2022 - Current | Ph.D. Ongoing: Traffic and Transportation Engineering Central South University, China |
| Sep. 2018 - June 2022 | Bachelor's degree: Traffic and Transportation Central South University, China |
Publications
Jiayu Yang, Suyi Mao, Jaeyoung Lee*, Junjie Hu. (2023). Dynamic safety estimation of airport pick-up area based on video trajectory data. IEEE Transactions on Intelligent Transportation Systems (JCR Q1).
Jiayu Yang, Linchang Shi, Jaeyoung Lee*, Ingon Ryu. (2024). Spatiotemporal prediction of particulate matter concentration based on traffic and meteorological data. Transportation Research Part D (JCR Q1).
Linchang Shi, Jiayu Yang, Jaeyoung Lee*, Jun Bai, Ingon Ryu, Keechoo Choi. (2024). Identification of Commuters Using Trip Chain Data from Public Transportation. Journal of Transport Geography (JCR Q1).
Junjie Hu, Cheng Hu, Jiayu Yang, Jun Bai, Jaeyoung Jay Lee*. (2024). Do traffic flow states follow Markov properties? A high-order spatiotemporal traffic state reconstruction approach for traffic prediction and imputation. Chaos, Solitons & Fractals (JCR Q1).
Junjie Hu, Jun Bai, Jiayu Yang, Jaeyoung Lee*. (2024). Crash Risk Prediction Using Sparse Collision Data: Causal Inference and Graph Convolutional Networks Approaches. Expert Systems with Applications (JCR Q1).