Patrick Laloyaux

According to our database, Patrick Laloyaux authored at least 4 papers between 2020 and 2024.

Collaborative distances:

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

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

2022

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

2021

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

2020

Using machine learning to correct model error in data assimilation and forecast applications.

Alban Farchi, Patrick Laloyaux, Massimo Bonavita, Marc Bocquet

CoRR, 2020