Robust Multi-Output AIS-Metocean Forecasting With Transformers: Closed-Form Weighting, Hybrid GWO-SA, and Post-Hoc Calibration. - Agung Mulyo Widodo; Shao-Hua Hsu; Mao-Hsin Huang; Lie Yang; Chien-Erh Weng; Hsing-Chung Chen (IEEE Access, 2026)

An End-to-End Multi-Output Deep Learning Model With Attention Mechanism for Joint Prediction of Ship Position, Course, and Speed Based on AIS Data. - Agung Mulyo Widodo; Shao-Hua Hsu; Mao-Hsin Huang; Lie Yang; Chien-Erh Weng; Hsing-Chung Chen (IEEE Access, 2026)