Yunyu Wei

A BiLSTM hybrid model for ship roll multi-step forecasting based on decomposition and hyperparameter optimization

Yunyu Wei, Zezong Chen, Chen Zhao et al. · Ocean Engineering · 2021 · 46 citations

Naval Architecture, Hyperparameter Optimization, Forecasting Methodology +10

An ensemble multi-step forecasting model for ship roll motion under different external conditions: A case study on the South China Sea

Yunyu Wei, Zezong Chen, Chen Zhao et al. · Measurement · 2022 · 22 citations

Meteorology, Forecasting Methodology, Probabilistic Forecasting +15

Big multi-step ship motion forecasting using a novel hybrid model based on real-time decomposition, boosting algorithm and error correction framework

Yunyu Wei, Zezong Chen, Chen Zhao et al. · Ocean Engineering · 2022 · 21 citations

Naval Architecture, Forecasting Methodology, Novel Hybrid Model +12

A time-varying ensemble model for ship motion prediction based on feature selection and clustering methods

Yunyu Wei, Zezong Chen, Chen Zhao et al. · Ocean Engineering · 2023 · 21 citations

Naval Architecture, Engineering, Ship Maneuvering +11

Deterministic and probabilistic ship pitch prediction using a multi-predictor integration model based on hybrid data preprocessing, reinforcement learning and improved QRNN

Yunyu Wei, Zezong Chen, Chen Zhao et al. · Advanced Engineering Informatics · 2022 · 19 citations

Naval Architecture, Artificial Intelligence, Engineering +10