Alban Farchi
École des Ponts ParisTech
H-index: 11
Europe-France
Top articles of Alban Farchi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Deep learning of subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell-Elasto-Brittle rheology | The Cryosphere | Tobias Sebastian Finn Charlotte Durand Alban Farchi Marc Bocquet Yumeng Chen | 2023/7/21 |
Segmentation of XCO2 images with deep learning: application to synthetic plumes from cities and power plants | Geoscientific Model Development | Joffrey Dumont Le Brazidec Pierre Vanderbecken Alban Farchi Marc Bocquet Jinghui Lian | 2023/7/14 |
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review | Sibo Cheng César Quilodrán-Casas Said Ouala Alban Farchi Che Liu | 2023/5/31 | |
Deep reinforcement learning of model error corrections | Tobias Finn Charlotte Durand Alban Farchi Marc Bocquet | 2023 | |
Representation learning with unconditional denoising diffusion models for dynamical systems | EGUsphere | Tobias Sebastian Finn Lucas Disson Alban Farchi Marc Bocquet Charlotte Durand | 2023/10/20 |
Hybrid modelling with deep learning for improved sea-ice forecasting | Tobias Finn Charlotte Durand Alban Farchi Marc Bocquet Yumeng Chen | 2023 | |
Accounting for meteorological biases in simulated plumes using smarter metrics | Atmospheric Measurement Techniques | Pierre J Vanderbecken Joffrey Dumont Le Brazidec Alban Farchi Marc Bocquet Yelva Roustan | 2023 |
Online Model Error Correction With Neural Networks in the Incremental 4D‐Var Framework | Journal of Advances in Modeling Earth Systems | Alban Farchi Marcin Chrust Marc Bocquet Patrick Laloyaux Massimo Bonavita | 2023/9 |
Evaluating atmospheric models in the stratosphere using oceanic infrasound ambient noise. | EGU General Assembly Conference Abstracts | Pierre Letournel Constantino Listowski Marc Bocquet Alexis Le Pichon Alban Farchi | 2023/5 |
Data-driven surrogate modeling of high-resolution sea-ice thickness in the Arctic | EGUsphere | Charlotte Durand Tobias Sebastian Finn Alban Farchi Marc Bocquet Einar Òlason | 2023/8/23 |
Deep learning for surrogate modelling of neXtSIM | EGU General Assembly Conference Abstracts | Charlotte Durand Tobias Finn Alban Farchi Marc Bocquet Einar Olason | 2023/5 |
Deep learning applied to CO2 power plant emissions quantification using simulated satellite images | Geoscientific Model Development Discussions | Joffrey Dumont Le Brazidec Pierre Vanderbecken Alban Farchi Grégoire Broquet Gerrit Kuhlmann | 2023/7/26 |
CO2 plume detection and inversion using convolutional neural networks: application to synthetic images of XCO2 fields over urban areas | Joffrey Dumont Le Brazidec Pierre Vanderbecken Alban Farchi Marc Bocquet Jinghui Lian | 2022 | |
State, global, and local parameter estimation using local ensemble Kalman filters: Applications to online machine learning of chaotic dynamics | Quarterly Journal of the Royal Meteorological Society | Quentin Malartic Alban Farchi Marc Bocquet | 2022/7 |
Comparison of non-local metrics towards the assimilation of pollutant plumes without thedouble penalty | EGU General Assembly Conference Abstracts | Pierre Vanderbecken Alban Farchi Marc Bocquet Joffrey Dumont le Brazidec Yelva Roustan | 2022/5 |
Learning and screening of neural networks architectures for sub-grid-scale parametrizations of sea-ice dynamics from idealised twin experiments | EGU General Assembly Conference Abstracts | Tobias Finn Charlotte Durand Alban Farchi Marc Bocquet Yumeng Chen | 2022/5 |
Model error correction with data assimilation and machine learning | EGU General Assembly Conference Abstracts, pages EGU22–5692 | Alban Farchi Marc Bocquet Patrick Laloyaux Massimo Bonavita Marcin Chrust | 2022/3/25 |
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 | Research in Veterinary Science | Virginie Guérin Alban Farchi Frédéric Cawez Paola Mercuri Pierrick Lucas | 2022/12/20 |
Seven-Year Evolution of β-Lactam Resistance Phenotypes in Escherichia coli Isolated from Young Diarrheic and Septicaemic Calves in Belgium | Veterinary Sciences | Virginie Guérin Alban Farchi Damien Thiry Frédéric Cawez Paola Sandra Mercuri | 2022/1/26 |
New plume comparison metrics for the inversion of passive gases emissions | Atmospheric Measurement Techniques Discussions | Pierre J Vanderbecken Joffrey Dumont Le Brazidec Alban Farchi Marc Bocquet Yelva Roustan | 2022/11/4 |
