Mr Leo Feng Yinwei

PhD Student

Feng Yinwei received his Bachelor's Degree (2021) in Transportation Planning and Management from Jilin University and Master's Degree (2025) in Marine Traffic Engineering from Dalian Maritime University. During his master's program, he was sponsored by the China Scholarship Council (CSC) to pursue joint training at the research group of Prof. Yang Zaili at Liverpool John Moores University in the UK. He is currently a PhD student under the chair supervision of Prof. Yang Dong and co-supervision of Prof. Bu Jinzhi. And his research interests include maritime big data, accident risk analysis, and the application of deep learning and large language models in shipping.

yinweileo.feng@connect.polyu.hk
Maritime Big Data, Accident Risk Analysis, the Application of Deep Learning and Large Language Models in Shipping

ORCID ID

Google Scholar

Education and Academic Qualifications

Bachelor's Degree, Transportation Planning and Management, Jilin University
Master's Degree, Marine Traffic Engineering, Dalian Maritime University

Research Outputs

Journal Publications

Feng, Y., Wang, X., Chen, Q., Yang, Z., Wang, J., Li, H., ... & Liu, Z. (2024). Prediction of the severity of marine accidents using improved machine learning. Transportation Research Part E: Logistics and Transportation Review, 188, 103647.
Feng, Y., Wang, X., Luan, J., Wang, H., Li, H., Li, H., ... & Yang, Z. (2024). A novel method for ship carbon emissions prediction under the influence of emergency events. Transportation Research Part C: Emerging Technologies, 165, 104749.
Feng, Y., Wang, H., Xia, G., Cao, W., Li, T., Wang, X., & Liu, Z. (2025). A machine learning-based data-driven method for risk analysis of marine accidents. Journal of Marine Engineering & Technology, 24(2), 147-158.
Wang, X., Cao, W., Li, T., Feng, Y., Uğurlu, Ö., & Wang, J. (2025). An integrated multidimensional model for heterogeneity analysis of maritime accidents during different watchkeeping periods. Ocean & Coastal Management, 264, 107625. (Corresponding author)
Li, T., Wang, X., Zhang, Z., & Feng, Y. (2025). A novel feature engineering method for severity prediction of marine accidents. Journal of Marine Engineering & Technology, 1-16. (Corresponding author)
Cao, W., Wang, X., Li, J., Zhang, Z., Cao, Y., & Feng, Y. (2024). A novel integrated method for heterogeneity analysis of marine accidents involving different ship types. Ocean Engineering, 312, 119295. (Corresponding author)