Ling‐Yan He

Mechanism-Constrained Learning for Regime-Aware Urban Ozone Prediction and Interpretation

Abstract Accurately characterizing source-related and precursor factors associated with surface ozone (O3) pollution remains a central challenge for air quality management. Data-driven models can achieve strong predictive performance, but mechanistically consistent interpretation...