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Patrick Laloyaux
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 4
Top Topics
Neural Network Model
Analytical Model
Error Correction
Machine Learning
Top Venues
CoRR
J. Comput. Sci.
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Publications
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Alban Farchi
,
Marcin Chrust
,
Marc Bocquet
,
Patrick Laloyaux
,
Massimo Bonavita
Online model error correction with neural networks in the incremental 4D-Var framework.
CoRR
(2022)
Alban Farchi
,
Marc Bocquet
,
Patrick Laloyaux
,
Massimo Bonavita
,
Quentin Malartic
A comparison of combined data assimilation and machine learning methods for offline and online model error correction.
J. Comput. Sci.
55 (2021)
Alban Farchi
,
Marc Bocquet
,
Patrick Laloyaux
,
Massimo Bonavita
,
Quentin Malartic
A comparison of combined data assimilation and machine learning methods for offline and online model error correction.
CoRR
(2021)
Alban Farchi
,
Patrick Laloyaux
,
Massimo Bonavita
,
Marc Bocquet
Using machine learning to correct model error in data assimilation and forecast applications.
CoRR
(2020)