Ling Liu

Short-term global horizontal irradiance forecasting based on a hybrid CNN-LSTM model with spatiotemporal correlations

Haixiang Zang, Ling Liu, Li Sun et al. · Renewable Energy · 2020 · 371 citations

Hybrid Cnn-lstm Model, Spatiotemporal Correlations, Engineering +5

Residential load forecasting based on LSTM fusing self-attention mechanism with pooling

Haixiang Zang, Ruiqi Xu, Lilin Cheng et al. · Energy · 2021 · 218 citations

Forecasting Methodology, Cognitive Science, Self-attention Mechanism +12

A Crack Detection Algorithm for Concrete Pavement Based on Attention Mechanism and Multi-Features Fusion

Zhong Qu, Wen Chen, Shiyan Wang et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 119 citations

Convolutional Neural Network, Engineering, Feature Detection +20

Spatial and temporal dynamics of microbial community composition and factors influencing the surface water and sediments of urban rivers

Hongjie Wang, Xingchun Liu, Yali Wang et al. · Journal of Environmental Sciences · 2022 · 96 citations

Microbial Diversity, Hydrobiology, Urban Rivers +5

Iron-coupled inactivation of phosphorus in sediments by macrozoobenthos (chironomid larvae) bioturbation: Evidences from high-resolution dynamic measurements

Musong Chen, Shiming Ding, Ling Liu et al. · Environmental Pollution · 2015 · 77 citations

Organic Geochemistry, Biogeochemistry, Eutrophication +9