Ewan Pinnington

According to our database, Ewan Pinnington authored at least 3 papers in 2024.

Collaborative distances:

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

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