Ewan Pinnington

According to our database, Ewan Pinnington authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Learning Coupled Earth System Dynamics with GraphDOP.

Eulalie Boucher, Mihai Alexe, Peter Lean, Ewan Pinnington, Simon Lang, Patrick Laloyaux, Lorenzo Zampieri, Patricia de Rosnay, Niels Bormann, Anthony McNally

CoRR, October, 2025

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, Marcin Chrust, Florian Pinault, Ethel Villeneuve, Niels Bormann, Sean Healy

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

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, Marcin Chrust, Florian Pinault, Ethel Villeneuve, Niels Bormann, Sean Healy

CoRR, 2024

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

Proceedings of the IGARSS 2024, 2024