Author

Jian-Sen Zhao

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Open access Sep 2026

Safety-screened physics-informed hierarchical diffusion for near-real-time AIS-based vessel trajectory prediction

Automatic Identification System (AIS)-based vessel trajectory prediction is an important component of maritime traffic safety and decision support in busy waterways, port approaches, and restricted waters. In such areas, prediction accuracy alone is insufficient: predicted motion should remain physically plausible,...

Lin-Pu Xia, Rui-Qi Chen, Zhao Liu et al. · Frontiers in Marine Science · 0 citations

Open access Jul 2026

Maneuver-Aware Residual Multi-Scale LSTM for Short-Term Vessel Trajectory Prediction in Port-Approach Waters

Accurate short-term vessel trajectory prediction is important for traffic monitoring and collision-risk screening in port-approach waters, where vessels frequently turn, accelerate, decelerate, and merge into traffic lanes. This study develops a maneuver-aware residual multi-scale long short-term memory (LSTM) framewor...

Xinyue Lin, Xiao-Han Zhang, Wendong Bao et al. · Journal of Marine Science an... · 0 citations