Xuewen Ma

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

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

Numerical Investigations on Wave Remote Sensing from Synthetic X-Band Radar Sea Clutter Images by Using Deep Convolutional Neural Networks

Wenyang Duan, Ke Yang, Limin Huang et al. · Remote Sensing · 2020 · 39 citations · Full text

Natural Sciences, Earth Sciences, Ocean Engineering +14

A fast, high-precision deep learning model for regional wave prediction

Yuliang Liu, Limin Huang, Xuewen Ma et al. · Ocean Engineering · 2023 · 28 citations

Natural Sciences, Ocean Engineering, Oceanography +14

The performance and optimization of ANN-WP model under unknown sea states

Xuewen Ma, Limin Huang, Wenyang Duan et al. · Ocean Engineering · 2021 · 25 citations

Engineering, Ocean Engineering, Oceanography +6