2 papers
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-ph2024
Online Test of a Neural Network Deep Convection Parameterization in ARP-GEM1
Blanka Balogh, David Saint-Martin, Olivier Geoffroy
In this study, we present the integration of a neural network-based parameterization into the global atmospheric model ARP-GEM1, leveraging the Python interface of the OASIS couple…