Litcius/Paper detail

Deep learning methods for atmospheric PM2.5 prediction: A comparative study of transformer and CNN-LSTM-attention

Bowen Cui, Minyi Liu, Shanqiang Li, Zhifan Jin, Yu Zeng, Xiaoying Lin

2023Atmospheric Pollution Research100 citationsDOI

Topics & Concepts

TransformerComputer scienceMean squared errorConvolutional neural networkBeijingArtificial intelligenceMachine learningStatisticsMathematicsEngineeringGeographyChinaArchaeologyVoltageElectrical engineeringAir Quality Monitoring and ForecastingAir Quality and Health ImpactsVehicle emissions and performance