Zhongwei Yan

A ship trajectory prediction method based on GAT and LSTM

Jiansen Zhao, Zhongwei Yan, Zhenzhen Zhou et al. · Ocean Engineering · 2023 · 99 citations

Engineering, Marine Engineering, Ocean Engineering +11

k-GCN-LSTM: A k-hop Graph Convolutional Network and Long–Short-Term Memory for ship speed prediction

Jiansen Zhao, Zhongwei Yan, Xinqiang Chen et al. · Physica A Statistical Mechanics and its Applications · 2022 · 49 citations

Computing, Computer Science, Marine Engineering +12

High-fidelity data supported ship trajectory prediction via an ensemble machine learning framework

Jiansen Zhao, Jinquan Lu, Xinqiang Chen et al. · Physica A Statistical Mechanics and its Applications · 2021 · 36 citations

Computing, Computer Science, Marine Engineering +12

Adjusting Wind Speed Prediction of Numerical Weather Forecast Model Based on Machine Learning Methods

Quande Sun, Jiao Ruili, Xia Jiangjiang et al. · 2019 · 18 citations

Natural Sciences, Computer Science, Meteorology +8