AF
Alban Farchi
cs.LGstat.MLphysics.ao-phnlin.CDphysics.data-anAntimicrobial resistanceastro-ph.COcalvesCattle DiseasesCTX-M
On Valency
published · living versionsW_gb6px6je·v1 · currentpublished
Batched NN 4D-Var: a performant hybrid model framework for the Integrated Forecasting System
with Marcin Chrust, Massimo Bonavita, Marc Bocquet, Wei Pan +1
1 version
Preprints & journals
15 papers in the corpus · 2015–2026Zero-shot generalization of transformer neural operators to larger domains2606.14597v2 · Armand de Villeroch'e, Sibo Cheng, Vincent Le Guen et al.2026 · 0 citationsarXiv
Anchored-Branched Steady-state WInd Flow Transformer (AB-SWIFT): a metamodel for 3D atmospheric flow in urban environments2603.25635v1 · Armand de Villeroch'e, Rem-Sophia Mouradi, Vincent Le Guen et al.2026 · 0 citationsarXiv
Generative AI models capture realistic sea-ice evolution from days to decades2508.14984v2 · Tobias Sebastian Finn, Marc Bocquet, Pierre Rampal et al.2025 · 1 citationarXiv
Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble.39345191 · Bocquet, Marc, Farchi, Alban, Finn, Tobias S et al.2024 · 15 citationsChaos (Woodbury, N.Y.). 2024;34(9)
Towards diffusion models for large-scale sea-ice modelling2406.18417v2 · Tobias Sebastian Finn, Charlotte Durand, Alban Farchi et al.2024 · 1 citationarXiv
Development of an offline and online hybrid model for the Integrated Forecasting System2403.03702v2 · Alban Farchi, Marcin Chrust, Marc Bocquet et al.2024 · 12 citationsarXiv
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review2303.10462v1 · Sibo Cheng, Cesar Quilodran-Casas, Said Ouala et al.2023 · 307 citationsarXiv
Online model error correction with neural networks in the incremental 4D-Var framework2210.13817v1 · Alban Farchi, Marcin Chrust, Marc Bocquet et al.2022 · 42 citationsarXiv
A three-year evolution and comparison of the blaCTX-M genes in pathogenic and non-pathogenic Escherichia coli isolated from young diarrheic and septicaemic calves in Belgium.36215736 · Guérin, Virginie, Farchi, Alban, Cawez, Frédéric et al.2022 · 3 citationsResearch in veterinary science. 2022;152:647-650
Seven-Year Evolution of β-Lactam Resistance Phenotypes in Escherichia coli Isolated from Young Diarrheic and Septicaemic Calves in Belgium.35202298 · Guérin, Virginie, Farchi, Alban, Thiry, Damien et al.2022 · 2 citationsVeterinary sciences. 2022;9(2)
A comparison of combined data assimilation and machine learning methods for offline and online model error correction2107.11114v2 · Alban Farchi, Marc Bocquet, Patrick Laloyaux et al.2021 · 53 citationsarXiv
State, global and local parameter estimation using local ensemble Kalman filters: applications to online machine learning of chaotic dynamics2107.11253v4 · Quentin Malartic, Alban Farchi, Marc Bocquet2021 · 27 citationsarXiv
Using machine learning to correct model error in data assimilation and forecast applications2010.12605v2 · Alban Farchi, Patrick Laloyaux, Massimo Bonavita et al.2020 · 155 citationsarXiv
Online learning of both state and dynamics using ensemble Kalman filters2006.03859v2 · Marc Bocquet, Alban Farchi, Quentin Malartic2020 · 42 citationsFoundations of Data Science, 2020
Precision reconstruction of the dark matter-neutrino relative velocity from N-body simulations1503.07480v1 · Derek Inman, J.D. Emberson, Ue-Li Pen et al.2015 · 53 citationsPhys. Rev. D 92, 023502 (2015)
Career total: 91 works. 15 are in this corpus.
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