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Author

Dan-Tong Liu

2 papers indexed here

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Review Sep 2026

Machine Learning for Ozone Pollution Research: A Chemistry-Informed Framework for Model Selection and Interpretation

Ozone pollution remains a major challenge for air quality management, ecology and public health because of its nonlinear formation chemistry, strong meteorological modulation, multiscale transport and toxicity. Although chemical transport models and conventional statistical approaches are widely used, their ability t...

You-Xue Sun, S. Ding, Chen Wang et al. · 0 citations
Open access Sep 2026

Simulation of contrasting impacts of dust ice-nucleating particles on the evolution and radiative effects of mixed-phase and ice clouds

Abstract. The effect of aerosols acting as ice-nucleating particles (INPs) remains one of the least understood processes in aerosol–cloud–climate interactions. Mineral dust can serve as INPs in both mixed-phase and ice clouds, yet few studies have simultaneously considered dust INPs in both cloud types, limiting our un...

Hua Zhang, Shuxiao Wang, Xi Zhao et al. · 0 citations

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