Shadow Yang Ying received her Bachelor's Degree (2020) from Huazhong University of Science and Technology, and Master's Degree (2023) from Tsinghua University. She is interested in Data Analytics in Maritime Research, Shipping Operations Management. Her research is published on Journal of Marine Science and Engineering, Electronic Research Archive, Transportation Research Part E. She is currently a PhD student under the supervision of Prof. Hans Wang Shuaian.