April 18, 2023
Data-Driven Equation Discovery of a Cloud Cover Parameterization
Arthur Grundner, Tom Beucler, Pierre Gentine, et al.
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
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.
April 28, 2022
Evaluating the effects of precipitation and evapotranspiration on soil moisture varia...
Xuan Xi, Pierre Gentine, Qianlai Zhuang, et al.
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.
May 06, 2020
Shallow groundwater inhibits soil respiration and favors carbon uptake in a wet alpin...
Shaobo Sun, Tao Che, Pierre Gentine, et al.