Training warm-rain bulk microphysics schemes using super-droplet simulations

Published in Submitted to Journal of Advances in Modeling Earth Systems, 2023

Recommended citation: S. Azimi, A. Jaruga, E. de Jong, S. Arabas, T. Schneider (submitted). Training warm-rain bulk microphysics schemes using super-droplet simulations. http://edejong-caltech.github.io/files/2023-sajjad.pdf

This work presents a calibration pipeline for learning the parameters of a bulk microphysics method with Ensemble Kalman methods.

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Recommended citation: S. Azimi, A. Jaruga, E. de Jong, S. Arabas, T. Schneider (submitted). Training warm-rain bulk microphysics schemes using super-droplet simulations.