Works by Farchi, Alban

Results: 22

Quantification of CO2 hotspot emissions from OCO-3 SAM CO2 satellite images using deep learning methods.

Published in:

Geoscientific Model Development, 2025, v. 18, n. 12, p. 3607, doi. 10.5194/gmd-18-3607-2025

By:

Dumont Le Brazidec, Joffrey;
Vanderbecken, Pierre;
Farchi, Alban;
Broquet, Grégoire;
Kuhlmann, Gerrit;
Bocquet, Marc

Publication type:

Article

Probabilistic Data Assimilation for Ensemble Distribution Projections With Generative Machine Learning: A Lorenz '96 Proof‐of‐Concept.

Published in:

Geophysical Research Letters, 2025, v. 52, n. 12, p. 1, doi. 10.1029/2024GL112523

By:

Li, Shuolin;
Zheng, Tian;
Farchi, Alban;
Bocquet, Marc;
Gentine, Pierre

Publication type:

Article

Segmentation of XCO2 images with deep learning: application to synthetic plumes from cities and power plants.

Published in:

Geoscientific Model Development, 2023, v. 16, n. 13, p. 3997, doi. 10.5194/gmd-16-3997-2023

By:

Dumont Le Brazidec, Joffrey;
Vanderbecken, Pierre;
Farchi, Alban;
Bocquet, Marc;
Lian, Jinghui;
Broquet, Grégoire;
Kuhlmann, Gerrit;
Danjou, Alexandre;
Lauvaux, Thomas

Publication type:

Article

Deep learning applied to CO2 power plant emissions quantification using simulated satellite images.

Published in:

Geoscientific Model Development, 2024, v. 17, n. 5, p. 1995, doi. 10.5194/gmd-17-1995-2024

By:

Dumont Le Brazidec, Joffrey;
Vanderbecken, Pierre;
Farchi, Alban;
Broquet, Grégoire;
Kuhlmann, Gerrit;
Bocquet, Marc

Publication type:

Article

Seven-Year Evolution of β-Lactam Resistance Phenotypes in Escherichia coli Isolated from Young Diarrheic and Septicaemic Calves in Belgium.

Published in:

Veterinary Sciences, 2022, v. 9, n. 2, p. 45, doi. 10.3390/vetsci9020045

By:

Guérin, Virginie;
Farchi, Alban;
Thiry, Damien;
Cawez, Frédéric;
Mercuri, Paola Sandra;
Galleni, Moreno;
Mainil, Jacques;
Saulmont, Marc

Publication type:

Article

New plume comparison metrics for the inversion of passive gases emissions.

Published in:

Atmospheric Measurement Techniques Discussions, 2022, p. 1, doi. 10.5194/amt-2022-226

By:

Vanderbecken, Pierre J.;
Le Brazidec, Joffrey Dumont;
Farchi, Alban;
Bocquet, Marc;
Roustan, Yelva;
Potier, Élise;
Broquet, Grégoire

Publication type:

Article

Representation learning with unconditional denoising diffusion models for dynamical systems.

Published in:

Nonlinear Processes in Geophysics, 2024, v. 31, n. 3, p. 409, doi. 10.5194/npg-31-409-2024

By:

Finn, Tobias Sebastian;
Disson, Lucas;
Farchi, Alban;
Bocquet, Marc;
Durand, Charlotte

Publication type:

Article

Bridging classical data assimilation and optimal transport: the 3D-Var case.

Published in:

Nonlinear Processes in Geophysics, 2024, v. 31, n. 3, p. 335, doi. 10.5194/npg-31-335-2024

By:

Bocquet, Marc;
Vanderbecken, Pierre J.;
Farchi, Alban;
Dumont Le Brazidec, Joffrey;
Roustan, Yelva

Publication type:

Article

Review article: Comparison of local particle filters and new implementations.

Published in:

Nonlinear Processes in Geophysics, 2018, v. 25, n. 4, p. 765, doi. 10.5194/npg-25-765-2018

By:

Farchi, Alban;
Bocquet, Marc

Publication type:

Article

Bridging classical data assimilation and optimal transport.

Published in:

Nonlinear Processes in Geophysics Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-2755

By:

Bocquet, Marc;
Vanderbecken, Pierre J.;
Farchi, Alban;
Le Brazidec, Joffrey Dumont;
Roustan, Yelva

Publication type:

Article

Representation learning with unconditional denoising diffusion models for dynamical systems.

Published in:

Nonlinear Processes in Geophysics Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-2261

By:

Finn, Tobias Sebastian;
Disson, Lucas;
Farchi, Alban;
Bocquet, Marc;
Durand, Charlotte

Publication type:

Article

Generative Diffusion for Regional Surrogate Models From Sea‐Ice Simulations.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 10, p. 1, doi. 10.1029/2024MS004395

By:

Finn, Tobias Sebastian;
Durand, Charlotte;
Farchi, Alban;
Bocquet, Marc;
Rampal, Pierre;
Carrassi, Alberto

Publication type:

Article

Online Model Error Correction With Neural Networks in the Incremental 4D‐Var Framework.

Published in:

Journal of Advances in Modeling Earth Systems, 2023, v. 15, n. 9, p. 1, doi. 10.1029/2022MS003474

By:

Farchi, Alban;
Chrust, Marcin;
Bocquet, Marc;
Laloyaux, Patrick;
Bonavita, Massimo

Publication type:

Article

Accounting for meteorological biases in simulated plumes using smarter metrics.

Published in:

Atmospheric Measurement Techniques, 2023, v. 16, n. 6, p. 1745, doi. 10.5194/amt-16-1745-2023

By:

Vanderbecken, Pierre J.;
Dumont Le Brazidec, Joffrey;
Farchi, Alban;
Bocquet, Marc;
Roustan, Yelva;
Potier, Élise;
Broquet, Grégoire

Publication type:

Article

Quantification of CO2 hotspot emissions from OCO-3 SAM CO2 satellite images using deep learning methods.

Published in:

Geoscientific Model Development Discussions, 2024, p. 1, doi. 10.5194/gmd-2024-156

By:

Brazidec, Joffrey Dumont Le;
Vanderbecken, Pierre;
Farchi, Alban;
Broquet, Grégoire;
Kuhlmann, Gerrit;
Bocquet, Marc

Publication type:

Article

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

Published in:

Quarterly Journal of the Royal Meteorological Society, 2021, v. 147, n. 739, p. 3067, doi. 10.1002/qj.4116

By:

Farchi, Alban;
Laloyaux, Patrick;
Bonavita, Massimo;
Bocquet, Marc

Publication type:

Article

Review article: Comparison of local particle filters and new implementations.

Published in:

Nonlinear Processes in Geophysics Discussions, 2018, p. 1, doi. 10.5194/npg-2018-15

By:

Farchi, Alban;
Bocquet, Marc

Publication type:

Article

On the efficiency of covariance localisation of the ensemble Kalman filter using augmented ensembles.

Published in:

Geophysical Research Abstracts, 2019, v. 21, p. 1

By:

Farchi, Alban;
Bocquet, Marc

Publication type:

Article

Data-driven surrogate modeling of high-resolution sea-ice thickness in the Arctic.

Published in:

Cryosphere, 2024, v. 18, n. 4, p. 1791, doi. 10.5194/tc-18-1791-2024

By:

Durand, Charlotte;
Finn, Tobias Sebastian;
Farchi, Alban;
Bocquet, Marc;
Boutin, Guillaume;
Ólason, Einar

Publication type:

Article

Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology.

Published in:

Cryosphere, 2023, v. 17, n. 7, p. 2965, doi. 10.5194/tc-17-2965-2023

By:

Finn, Tobias Sebastian;
Durand, Charlotte;
Farchi, Alban;
Bocquet, Marc;
Chen, Yumeng;
Carrassi, Alberto;
Dansereau, Véronique

Publication type:

Article

Deep learning applied to CO2 power plant emissions quantification using simulated satellite images.

Published in:

Geoscientific Model Development Discussions, 2023, p. 1, doi. 10.5194/gmd-2023-142

By:

Dumont Le Brazidec, Joffrey;
Vanderbecken, Pierre;
Farchi, Alban;
Broquet, Grégoire;
Kuhlmann, Gerrit;
Bocquet, Marc

Publication type:

Article

Segmentation of XCO2 images with deep learning: application to synthetic plumes from cities and power plants.

Published in:

Geoscientific Model Development Discussions, 2022, p. 1, doi. 10.5194/gmd-2022-288

By:

Le Brazidec, Joffrey Dumont;
Vanderbecken, Pierre;
Farchi, Alban;
Bocquet, Marc;
Jinghui Lian;
Broquet, Grégoire;
Kuhlmann, Gerrit;
Danjou, Alexandre;
Lauvaux, Thomas

Publication type:

Article

Works by Farchi, Alban

Quantification of CO<sub>2</sub> hotspot emissions from OCO-3 SAM CO<sub>2</sub> satellite images using deep learning methods.

Probabilistic Data Assimilation for Ensemble Distribution Projections With Generative Machine Learning: A Lorenz '96 Proof‐of‐Concept.

Segmentation of XCO2 images with deep learning: application to synthetic plumes from cities and power plants.

Deep learning applied to CO2 power plant emissions quantification using simulated satellite images.

Seven-Year Evolution of β-Lactam Resistance Phenotypes in Escherichia coli Isolated from Young Diarrheic and Septicaemic Calves in Belgium.

New plume comparison metrics for the inversion of passive gases emissions.

Representation learning with unconditional denoising diffusion models for dynamical systems.

Bridging classical data assimilation and optimal transport: the 3D-Var case.

Review article: Comparison of local particle filters and new implementations.

Bridging classical data assimilation and optimal transport.

Representation learning with unconditional denoising diffusion models for dynamical systems.

Generative Diffusion for Regional Surrogate Models From Sea‐Ice Simulations.

Online Model Error Correction With Neural Networks in the Incremental 4D‐Var Framework.

Accounting for meteorological biases in simulated plumes using smarter metrics.

Quantification of CO<sub>2</sub> hotspot emissions from OCO-3 SAM CO<sub>2</sub> satellite images using deep learning methods.

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

Review article: Comparison of local particle filters and new implementations.

On the efficiency of covariance localisation of the ensemble Kalman filter using augmented ensembles.

Data-driven surrogate modeling of high-resolution sea-ice thickness in the Arctic.

Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology.

Deep learning applied to CO<sub>2</sub> power plant emissions quantification using simulated satellite images.

Segmentation of XCO<sub>2</sub> images with deep learning: application to synthetic plumes from cities and power plants.