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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.
June 10, 2024
Online Learning of Entrainment Closures in a Hybrid Machine Learning Parameterization
Costa Christopoulos, Ignacio Lopez-Gomez, Tom Beucler, 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.