Lingxiao Zhao

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 · 144 citations

Natural Sciences, Earth Sciences, Oceanography +16

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 · 67 citations · Full text

Computing, Earth Sciences, Atmospheric Science +16

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 · 28 citations

Computing, Computer Science, Environmental Sciences +12

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 · 26 citations · Full text

Computing, Marine Engineering, Ocean Engineering +17

Disentangled Seasonal-Trend representation of improved CEEMD-GRU joint model with entropy-driven reconstruction to forecast significant wave height

Lingxiao Zhao, Zhiyang Li, Yuguo Pei et al. · Renewable Energy · 2024 · 16 citations

Natural Sciences, Earth Sciences, Ocean Engineering +17