2 papers
cs.LG2025
Physics-Informed Lightweight Machine Learning for Aviation Visibility Nowcasting Across Multiple Climatic Regimes
Marcelo Cerda Castillo
Short-term prediction (nowcasting) of low-visibility and precipitation events is critical for aviation safety and operational efficiency. Current operational approaches rely on com…
cs.LG2025
Geographic Transferability of Machine Learning Models for Short-Term Airport Fog Forecasting
Marcelo Cerda Castillo
Short-term forecasting of airport fog (visibility < 1.0 km) presents challenges in geographic generalization because many machine learning models rely on location-specific features…