Machine Learning-Based Observation Operators to Assimilate Microwave and SIF Satellite Observations into the ECMWF Integrated Forecast System. - Sébastien Garrigues; Patricia de Rosnay; Ewan Pinnington; Peter Weston; Anna Agusti-Panareda; Souhail Boussetta; Jean-Christophe Calvet; David Fairbairn; Cédric Bacour; Richard Engelen; Stephen J. English (IGARSS, 2024)

Data driven weather forecasts trained and initialised directly from observations. - Anthony McNally; Christian Lessig; Peter Lean; Eulalie Boucher; Mihai Alexe; Ewan Pinnington; Matthew Chantry; Simon Lang; Chris Burrows 002; Marcin Chrust; Florian Pinault; Ethel Villeneuve; et al. (CoRR, 2024)

Advances in Land Surface Model-based Forecasting: A comparative study of LSTM, Gradient Boosting, and Feedforward Neural Network Models as prognostic state emulators. - Marieke Wesselkamp; Matthew Chantry; Ewan Pinnington; Margarita Choulga; Souhail Boussetta; Maria Kalweit; Joschka Boedecker; Carsten F. Dormann; Florian Pappenberger; Gianpaolo Balsamo (CoRR, 2024)

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)