Quanhong Liu

Daily Prediction of the Arctic Sea Ice Concentration Using Reanalysis Data Based on a Convolutional LSTM Network

Quanhong Liu, Zhang Ren, Yangjun Wang et al. · Journal of Marine Science and Engineering · 2021 · 60 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Short-Term Daily Prediction of Sea Ice Concentration Based on Deep Learning of Gradient Loss Function

Quanhong Liu, Ren Zhang, Yangjun Wang et al. · Frontiers in Marine Science · 2021 · 27 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +17

Assessing China’s Investment Risk of the Maritime Silk Road: A Model Based on Multiple Machine Learning Methods

Jing Xu, Ren Zhang, Yangjun Wang et al. · Energies · 2022 · 18 citations · Full text

Engineering, Machine Learning, Investment Potentials +24

Enhancing sea surface salinity short-term prediction using physically informed deep learning

Quanhong Liu, Senliang Bao, Hengqian Yan et al. · Applied Ocean Research · 2025 · 13 citations · Full text