Zhiyang Li

A hybrid VMD-LSTM/GRU model to predict non-stationary and irregular waves on the east coast of China

Lingxiao Zhao, Zhiyang Li, Leilei Qu et al. · Ocean Engineering · 2023 · 126 citations

Geophysics, Meteorology, Engineering +11

Forecasting of Beijing PM2.5 with a hybrid ARIMA model based on integrated AIC and improved GS fixed-order methods and seasonal decomposition

Lingxiao Zhao, Zhiyang Li, Leilei Qu · Heliyon · 2022 · 63 citations · Full text

An Integrated Complete Ensemble Empirical Mode Decomposition with Adaptive Noise to Optimize LSTM for Significant Wave Height Forecasting

Lingxiao Zhao, Zhiyang Li, Junsheng Zhang et al. · Journal of Marine Science and Engineering · 2023 · 24 citations · Full text

Lstm Prediction, Forecasting Methodology, Engineering +20

A novel machine learning-based artificial intelligence method for predicting the air pollution index PM2.5

Lingxiao Zhao, Zhiyang Li, Leilei Qu · Journal of Cleaner Production · 2024 · 24 citations

Pollution Detection, Environmental Monitoring, Engineering +8

The scale effect of the wind tunnel test on the drag force of a stationary train under crosswinds

Shaopeng Li, Zhiyang Li, Qingshan Yang et al. · Journal of Wind Engineering and Industrial Aerodynamics · 2023 · 19 citations

Railway Traffic, Stationary Train, Engineering +7