Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review
2023 · IEEE/CAA Journal of Automatica Sinica · 251 citations
https://doi.org/10.1109/jas.2023.123537
A
Alban Farchi
Claim or correct this author profile
Claim this profile or suggest corrections to the name, affiliation, bio, photo, or paper titles. Approved changes appear as verified CitedEvidence overlays.
90
Papers
905
Citations
13
h-index
17
i10-index
Alban Farchi is an academic researcher from École nationale des ponts et chaussées. The author has contributed to research in topics: Meteorological Phenomena and Simulations & Climate variability and models & Atmospheric and Environmental Gas Dynamics. The author has an h-index of 13, co-authored 77 publications.
ORCID: 0000-0002-4162-8289Papers by this author
worksUsing machine learning to correct model error in data assimilation and forecast applications
2021 · Quarterly Journal of the Royal Meteorological Society · 134 citations
https://doi.org/10.1002/qj.4116
Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble
2024 · Chaos An Interdisciplinary Journal of Nonlinear Science · 9 citations
https://doi.org/10.1063/5.0230837
Development of an offline and online hybrid model for the Integrated Forecasting System
2025 · Quarterly Journal of the Royal Meteorological Society · 5 citations
https://doi.org/10.1002/qj.4934
Bridging traditional data assimilation and optimal transport
2023 · SPIRE - Sciences Po Institutional REpository · 0 citations
Generative AI models capture realistic sea-ice evolution from days to decades
2025 · ArXiv.org · 0 citations
https://doi.org/10.48550/arxiv.2508.14984
Research topics
topicsChat about Author
Papers
Chat
Click to start Chat