164 citations
- Bjerknes Centre for Climate ResearchNO1 paper
- École Nationale Supérieure d’Informatique pour l’Industrie et l’EntrepriseFR1 paper
- Laboratoire Analyse et Modélisation pour la Biologie et l'EnvironnementFR1 paper
- Laboratoire de Mathématiques Blaise PascalFR1 paper
- Laboratoire de Mathématiques et Modélisation d'ÉvryFR1 paper
- Laboratoire d'Océanographie et du Climat : Expérimentations et Approches NumériquesFR1 paper
- Nansen Environmental and Remote Sensing Center1 paper
2 papers
cs.LG2022
Learning 4DVAR inversion directly from observations
Arthur Filoche, Julien Brajard, Anastase Charantonis +1
Variational data assimilation and deep learning share many algorithmic aspects in common. While the former focuses on system state estimation, the latter provides great inductive b…
physics.ao-ph2017★ 164 cited
Climate change impacts on wind energy potential in the European domain
Richard Davy, Natalia Gnatiuk, Lasse Pettersson +1
We may anticipate that climate change will bring changes to the intensity and variability of near surface winds, either through local effects or by altering the large-scale flow. T…