Revisiting a Legacy Theory of How Clouds ‘Breathe’ Using Machine Learning - Cansu Duzgun

Year
2026
Summary

This research improves weather and climate forecasting by studying how dry air mixes into thunderstorm clouds, a process called entrainment. Using satellite observations, radar data, and interpretable machine learning, the work refines outdated cloud physics models, helping scientists better predict severe weather, hurricanes, and long-term climate behavior.