Shen, Ziyang, Hongrui Cai, and Jonathan Pierce. 2026. “Multimodal Intelligence Improves Maritime Congestion Forecasting and Port Optimization”. Academic Journal of Management Science and Engineering 1 (2): 44-54. https://doi.org/10.62051/ajmse.v1n2.07.