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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yaohua Zhou

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Open access Jul 2026

Data-Driven Ship Parametric Rolling Prediction: LightGBM Modeling and SHAP-Based Interpretability Analysis

Within the framework of the International Maritime Organization (IMO) Second-Generation Intact Stability Criteria, parametric roll (PR) is recognized as an important dynamic stability failure mode that may occur when ships operate in waves. Efficient surrogate approximation of the PR response is therefore relevant to s...

Qiang Sun, Yupeng Wang, Yaohua Zhou · 0 citations

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