Patrick Laloyaux

1. The ERA5 global reanalysis
   2020/05/17 by Hans Hersbach, Bill Bell, Paul Berrisford +49 · 1 voice · 909 citations
   Earth and Planetary Sciences · Environmental Science · #Atmospheric Ozone and Climate #Climate variability and models #Meteorological Phenomena and Simulations
2. A comparison of combined data assimilation and machine learning methods\n for offline and online model error correction
   2021/07/23 by Alban Farchi, Marc Bocquet, Farchi, Alban +7 · 4 citations
   Decision Sciences · Earth and Planetary Sciences · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
3. GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations
   2024/12/20 by Mihai Alexe, Alexe, Mihai, Eulalie Boucher +28 · 1 voice · 8 citations
   Environmental Science · #Hydrological Forecasting Using AI
4. Online model error correction with neural networks in the incremental 4D-Var framework
   2022/10/25 by Alban Farchi, Farchi, Alban, Marcin Chrust +7 · 3 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #FOS: Computer and information sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations #Reservoir Engineering and Simulation Methods