Alban Farchi

According to our database, Alban Farchi authored at least 8 papers between 2019 and 2024.

Collaborative distances:

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

2024

Online model error correction with neural networks: application to the Integrated Forecasting System.

Alban Farchi, Marcin Chrust, Marc Bocquet, Massimo Bonavita

CoRR, 2024

2023

Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review.

Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci

IEEE CAA J. Autom. Sinica, June, 2023

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

State, global and local parameter estimation using local ensemble Kalman filters: applications to online machine learning of chaotic dynamics.

Quentin Malartic, Alban Farchi, Marc Bocquet

CoRR, 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

Online learning of both state and dynamics using ensemble Kalman filters.

Marc Bocquet, Alban Farchi, Quentin Malartic

CoRR, 2020

2019

On the Efficiency of Covariance Localisation of the Ensemble Kalman Filter Using Augmented Ensembles.

Alban Farchi, Marc Bocquet

Frontiers Appl. Math. Stat., 2019