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December 11, 2022
Modeling wildfire activity in the western United States with machine learning
Jatan Buch, A. Park Williams, Caroline S Juang, et al.
June 23, 2023
Learning Atmospheric Boundary Layer Turbulence
Sara Shamekh and Pierre Gentine
October 08, 2024
Parameter Estimation in Land Surface Models: Challenges and Opportunities with Data A...
Nina Raoult, Natalie Douglas, Natasha MacBean, et al.
Understanding and Improving Greenland Ice Albedo in Climate Models
Raf Antwerpen, Marco Tedesco, Pierre Gentine, et al.
April 18, 2023
Data-Driven Equation Discovery of a Cloud Cover Parameterization
Arthur Grundner, Tom Beucler, Pierre Gentine, et al.
February 04, 2025
Deep Learning Turbulence Closures Generalize Best With Physics-based Methods
Alex Connolly, Yu Cheng, Robin Walters, et al.
November 15, 2024
Interpretable Machine Learning-based Radiation Emulation for ICON
Katharina Hafner, Fernando Iglesias-Suarez, Sara Shamekh, 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.
February 04, 2024
Constraining respiration flux and carbon pools in a simple ecosystem carbon model
Olya Skulovich, Caroline Famiglietti, Alexandra Konings, et al.
September 27, 2022
Hybrid Modeling of Evapotranspiration: Inferring Stomatal and Aerodynamic Resistances...
Reda ElGhawi, Basil Kraft, Christian Reimers, et al.
July 11, 2020
Weekly to annual variability of surface soil moisture
Xuan Xi and Pierre Gentine
September 29, 2022
Implicit learning of convective organization explains precipitation stochasticity
Sara Shamekh, Kara D Lamb, Yu Huang, et al.