Bainian Liu

Solving Partial Differential Equations Using Deep Learning and Physical Constraints

Yanan Guo, Xiaoqun Cao, Bainian Liu et al. · Applied Sciences · 2020 · 128 citations · Full text

Numerical Analysis, Deep Neural Networks, Engineering +14

Cloud Detection for Satellite Imagery Using Attention-Based U-Net Convolutional Neural Network

Yanan Guo, Xiaoqun Cao, Bainian Liu et al. · Symmetry · 2020 · 85 citations · Full text

Image Classification, Convolutional Neural Network, Image Analysis +15

El Niño Index Prediction Using Deep Learning with Ensemble Empirical Mode Decomposition

Yanan Guo, Xiaoqun Cao, Bainian Liu et al. · Symmetry · 2020 · 50 citations · Full text

Engineering, Machine Learning, Weather Forecasting +16

Chaotic Time Series Prediction Using LSTM with CEEMDAN

Yanan Guo, Cao Xiaoqun, Bainian Liu et al. · Journal of Physics Conference Series · 2020 · 19 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +13

Heat-shock protein 60 of Porphyromonas gingivalis may induce dysfunction of human umbilical endothelial cells via regulation of endothelial-nitric oxide synthase and vascular endothelial-cadherin

Cunjin Wu, Shijie Guo, Yuanjie Niu et al. · Biomedical Reports · 2016 · 17 citations · Full text