Author

Da-Wei Zhang

2 papers indexed here

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Open access Sep 2026

Fusing Physics and AI Enhances Accuracy and Diagnostic Capabilities in Air Quality Forecasting

Accurate air-quality forecasts with diagnostic value are pivotal for emission-control policies and public health, yet chemical transport models (CTMs) are hampered by uncertainties in physicochemical parameterizations, whereas AI-only approaches sacrifice interpretability for predictive power. Here, we introduce ProN...

Huang-Jian Wu, Zi-Fa Wang, Yuan-Hang Zhang et al. · National Science Review · 0 citations

2026

Retrieval of aerosol extinction coefficients for spaceborne high-spectral-resolution lidar based on neural networks

The high-spectral-resolution lidar (HSRL) system enables direct retrieval of aerosol extinction coefficients without assuming a lidar ratio. However, traditional retrieval methods depend on the range differentiation of atmospheric optical thickness (AOT), which imposes high demands on the signal-to-noise ratio (SNR). B...

Ling-Nan Zeng, Jian-Bo Hu, Yuan Xie et al. · Chinese Optics Letters (COL) · 0 citations