1 citations · 1 across the 3 of their papers we have counts for
4 papers
Climate impacts of forced equatorial superrotation in an idealized GCM
Tim Marino, Michael P. Byrne, Corentin Herbert
While it is expected that the large-scale tropical circulation should undergo some changes in a warmer climate, it remains an open question whether its characteristic features, suc…
Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves
Alessandro Lovo, Amaury Lancelin, Corentin Herbert +1
When performing predictions that use Machine Learning (ML), we are mainly interested in performance and interpretability. This generates a natural trade-off, where complex models g…
Gaussian Framework and Optimal Projection of Weather Fields for Prediction of Extreme Events
Valeria Mascolo, Alessandro Lovo, Corentin Herbert +1
Extreme events are the major weather-related hazard for humanity. It is then of crucial importance to have a good understanding of their statistics and to be able to forecast them.…
Assessing the Probability of Extremely Low Wind Energy Production in Europe at Sub-seasonal to Seasonal Time Scales
Bastien Cozian, Corentin Herbert, Freddy Bouchet
The European energy system will undergo major transformations in the coming decades to implement mitigation measures and comply with the Paris Agreement. In particular, the share o…