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 · 102 citations

Artificial Intelligence, Ship Motions, Real-time Prediction +5

Scale effects in AR model real-time ship motion prediction

Hua Jiang, Shiliang Duan, Limin Huang et al. · Ocean Engineering · 2020 · 87 citations

Engineering, Ship Maneuvering, Aircraft Navigation +6

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 · 51 citations

Engineering, Machine Learning, Surface Wave +9

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

Naval Architecture, Engineering, Ship Maneuvering +5