Shiliang Duan

The input vector space optimization for LSTM deep learning model in real-time prediction of ship motions

Yucheng Liu, Wenyang Duan, Limin Huang et al. · Ocean Engineering · 2020 · 113 citations

Engineering, Computer Science, Marine Engineering +16

Scale effects in AR model real-time ship motion prediction

Hua Jiang, Shiliang Duan, Limin Huang et al. · Ocean Engineering · 2020 · 95 citations

Engineering, Marine Engineering, Ocean Engineering +12

Phase-resolved wave prediction model for long-crest waves based on machine learning

Wenyang Duan, Xuewen Ma, Limin Huang et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 55 citations

Natural Sciences, Computational Engineering, Ocean Engineering +11

A LSTM Deep Learning Model for Deterministic Ship Motions Estimation Using Wave-Excitation Inputs

Shiliang Duan, Qingwei Ma, Limin Huang et al. · The 29th International Ocean and Polar Engineering Conference · 2019 · 14 citations

Engineering, Marine Engineering, Ocean Engineering +9