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June 10, 2024
Online Learning of Entrainment Closures in a Hybrid Machine Learning Parameterization
Costa Christopoulos, Ignacio Lopez-Gomez, Tom Beucler, et al.
July 11, 2024
Sampling Hybrid Climate Simulation at Scale to Reliably Improve Machine Learning Para...
Jerry Lin, Sungduk Yu, Liran Peng, et al.
April 18, 2023
Data-Driven Equation Discovery of a Cloud Cover Parameterization
Arthur Grundner, Tom Beucler, Pierre Gentine, et al.
January 16, 2019
A budget for the size of convective self-aggregation
Tom Beucler and Timothy Cronin
December 22, 2021
Deep Learning Based Cloud Cover Parameterization for ICON
Arthur Grundner, Tom Beucler, Fernando Iglesias-Suarez, et al.
April 29, 2021
Machine Learning for Clouds and Climate (Invited Chapter for the AGU Geophysical Mono...
Tom Beucler, Imme Ebert-Uphoff, Stephan Rasp, et al.