Using machine learning to correct model error in data assimilation and forecast applications. - Alban Farchi; Patrick Laloyaux; Massimo Bonavita; Marc Bocquet (CoRR, 2020)

A comparison of combined data assimilation and machine learning methods for offline and online model error correction. - Alban Farchi; Marc Bocquet; Patrick Laloyaux; Massimo Bonavita; Quentin Malartic (J. Comput. Sci., 2021)

Online model error correction with neural networks in the incremental 4D-Var framework. - Alban Farchi; Marcin Chrust; Marc Bocquet; Patrick Laloyaux; Massimo Bonavita (CoRR, 2022)

GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations. - Mihai Alexe; Eulalie Boucher; Peter Lean; Ewan Pinnington; Patrick Laloyaux; Anthony McNally; Simon Lang; Matthew Chantry; Chris Burrows 002; Marcin Chrust; Florian Pinault; Ethel Villeneuve; et al. (CoRR, 2024)