Shijin Yuan

ENSO-ASC 1.0.0: ENSO deep learning forecast model with a multivariate air–sea coupler

Bin Mu, Bo Qin, Shijin Yuan · Geoscientific model development · 2021 · 62 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19

ENSO Forecasting over Multiple Time Horizons Using ConvLSTM Network and Rolling Mechanism

Bin Mu, Peng Cheng, Shijin Yuan et al. · 2019 · 53 citations

Forecasting Methodology, Engineering, Weather Forecasting +16

Typhoon Intensity Forecasting Based on LSTM Using the Rolling Forecast Method

Shijin Yuan, Cheng Wang, Bin Mu et al. · Algorithms · 2021 · 49 citations · Full text

Storm Surge, Forecasting Methodology, Engineering +17

PPSO: PCA based particle swarm optimization for solving conditional nonlinear optimal perturbation

Bin Mu, Shicheng Wen, Shijin Yuan et al. · Computers & Geosciences · 2015 · 48 citations

Numerical Analysis, Large-scale Global Optimization, Engineering +8

Prediction of North Atlantic Oscillation Index with Convolutional LSTM Based on Ensemble Empirical Mode Decomposition

Shijin Yuan, Xiaodan Luo, Bin Mu et al. · Atmosphere · 2019 · 31 citations · Full text

Convolutional Lstm, Engineering, Machine Learning +19