2 papers
physics.ao-ph2026
PRecover 1.0: Process Rate Recovery with Machine Learning
Miriam Simm, Tom Beucler, Corinna Hoose
Comprehensive information on cloud microphysical process rates from numerical simulations allows for better understanding of precipitation formation pathways and aerosol-cloud inte…
physics.ao-ph2026
Calibrated Conformal Prediction Intervals for Microphysical Process Rates
Miriam Simm, Corinna Hoose, Tom Beucler
Conformal prediction can yield statistically valid prediction intervals for any regression model, with no model modifications and small computational costs. To assess its practical…