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physics.ao-ph2025
Improvement of a neural network convection scheme by including triggering and evaluation in present and future climates
Hugo Germain, Blanka Balogh, Olivier Geoffroy +1
In this study, we improve a neural network (NN) parameterization of deep convection in the global atmosphere model ARP-GEM. To take into account the sporadic nature of convection,…
physics.ao-ph2025
Global Kilometer-Scale Simulations with ARP-GEM2: Effect of Parameterized Convection and Calibration
Olivier Geoffroy, David Saint-Martin
The objective of this paper is twofold. First, it documents the second version of the global atmospheric model ARP-GEM and its calibration at kilometer-scale resolution. The model…