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A Fortran–Python interface for integrating machine learning parameterization into earth system models

Published in Geoscientific Model Development • Mar 24, 2025
NobleIDNI6P93W66R01S90
Authors:
Tao Zhang
,
Cyril Morcrette
,
Meng Zhang

Abstract

Abstract. Parameterizations in earth system models (ESMs) are subject to biases and uncertainties arising from subjective empirical assumptions and incomplete understanding of the underlying physical processes. Recently, the growing representational capability of machine learning (ML) in solving com...

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