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M

Marc Bocquet

enpc and edf r&d

53H-index
369Paper Count
9.7KCitation Count
Published Papers 67
Publication Date
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A probabilistic approach to wildfire spread prediction using a denoising diffusion surrogate model
errGeoscientific Model Development
IF4.9
err2026-01-30
err0
errOAAI
errWenbo Yu; Anirbit Ghosh; Tobias Sebastian Finn; Rossella Arcucci; Marc Bocquet; Sibo Cheng
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Ensemble Kalman filter in latent space using a variational autoencoder pair
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2025-11-01
err0
errOAAI
errPasmans, Ivo; Chen, Yumeng; Sebastian Finn, Tobias; Bocquet, Marc; Carrassi, Alberto
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Development of an offline and online hybrid model for the Integrated Forecasting System
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2025-01-30
err0
errOAAI
errFarchi, Alban; Chrust, Marcin; Bocquet, Marc; Bonavita, Massimo
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Four-dimensional variational data assimilation with a sea-ice thickness emulator
errCRYOSPHERE
IF4.2
err2025-01-01
err0
PREAI
errDurand, Charlotte; Finn, Tobias Sebastian; Farchi, Alban; Bocquet, Marc; Brajard, Julien; Bertino, Laurent
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Evaluating Numerical Weather Prediction Models in the Middle Atmosphere Using Coherent Oceanic Acoustic Noise Observations
errJOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
IF3.4
err2024-12-06
err0
PREAI
errLetournel, P.; Listowski, C.; Bocquet, M.; Le Pichon, A.; Farchi, A.
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Pushing the frontiers in climate modelling and analysis with machine learning
errNATURE CLIMATE CHANGE
IF27.1
err2024-08-23
err5
PREAI
errEyring, Veronika; Collins, William D.; Gentine, Pierre; Barnes, Elizabeth A.; Barreiro, Marcelo; Beucler, Tom; Bocquet, Marc; Bretherton, Christopher S.; Christensen, Hannah M.; Dagon, Katherine; Gagne, David John; Hall, David; Hammerling, Dorit; Hoyer, Stephan; Iglesias-Suarez, Fernando; Lopez-Gomez, Ignacio; Mcgraw, Marie C.; Meehl, Gerald A.; Molina, Maria J.; Monteleoni, Claire; Mueller, Juliane; Pritchard, Michael S.; Rolnick, David; Runge, Jakob; Stier, Philip; Watt-Meyer, Oliver; Weigel, Katja; Yu, Rose; Zanna, Laure
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Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks
errnature computational science
IF3.7
err2024-07-01
err1
errOAAI
errDriscoll, Simon; Carrassi, Alberto; Brajard, Julien; Bertino, Laurent; Bocquet, Marc; Olason, Einar Orn
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Deep learning applied to CO2 power plant emissions quantification using simulated satellite images
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2024-03-05
err7
errOAAI
errLe Brazidec, Joffrey Dumont; Vanderbecken, Pierre; Farchi, Alban; Broquet, Gregoire; Kuhlmann, Gerrit; Bocquet, Marc
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errSave
Segmentation of XCO2 images with deep learning: application to synthetic plumes from cities and power plants
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2023-07-14
err7
errOAAI
errLe Brazidec, Joffrey Dumont; Vanderbecken, Pierre; Farchi, Alban; Bocquet, Marc; Lian, Jinghui; Broquet, Gregoire; Kuhlmann, Gerrit; Danjou, Alexandre; Lauvaux, Thomas
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Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2023-06-01
err66
errOAAI
errCheng, Sibo; Quilodran-Casas, Cesar; Ouala, Said; Farchi, Alban; Liu, Che; Tandeo, Pierre; Fablet, Ronan; Lucor, Didier; Iooss, Bertrand; Brajard, Julien; Xiao, Dunhui; Janjic, Tijana; Ding, Weiping; Guo, Yike; Carrassi, Alberto; Bocquet, Marc; Arcucci, Rossella
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Accounting for meteorological biases in simulated plumes using smarter metrics
errATMOSPHERIC MEASUREMENT TECHNIQUES
IF3.3
err2023-03-31
err5
errOAAI
errVanderbecken, Pierre J.; Dumont Le Brazidec, Joffrey; Farchi, Alban; Bocquet, Marc; Roustan, Yelva; Potier, Elise; Broquet, Gregoire
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errSave
Bayesian transdimensional inverse reconstruction of the Fukushima Daiichi caesium 137 release
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2023-02-09
err4
errOAAI
errLe Brazidec, JoffreyDumont; Bocquet, Marc; Saunier, Olivier; Roustan, Yelva
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A fast, single-iteration ensemble Kalman smoother for sequential data assimilation
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2022-10-20
err3
errOAAI
errGrudzien, Colin; Bocquet, Marc
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errSave
State, global, and local parameter estimation using local ensemble Kalman filters: Applications to online machine learning of chaotic dynamics
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2022-06-28
err12
errOAAI
errMalartic, Q.; Farchi, A.; Bocquet, M.
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errSave
A comparison of combined data assimilation and machine learning methods for offline and online model error correction
errnature computational science
IF3.7
err2021-10-01
err26
errOAAI
errFarchi, Alban; Bocquet, Marc; Laloyaux, Patrick; Bonavita, Massimo; Malartic, Quentin
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Quantification of uncertainties in the assessment of an atmospheric release source applied to the autumn 2017 106Ru event
errATMOSPHERIC CHEMISTRY AND PHYSICS
IF5.1
err2021-09-07
err16
errOAAI
errLe Brazidec, Joffrey Dumont; Bocquet, Marc; Saunier, Olivier; Roustan, Yelva
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Using machine learning to correct model error in data assimilation and forecast applications
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2021-07-26
err74
errOAAI
errFarchi, Alban; Laloyaux, Patrick; Bonavita, Massimo; Bocquet, Marc
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Combining data assimilation and machine learning to infer unresolved scale parametrization
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2021-02-15
err88
errOAAI
errBrajard, Julien; Carrassi, Alberto; Bocquet, Marc; Bertino, Laurent
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Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: A case study with the Lorenz 96 model
errnature computational science
IF3.7
err2020-07-01
err152
errOAAI
errBrajard, Julien; Carrassi, Alberto; Bocquet, Marc; Bertino, Laurent
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errSave
On the numerical integration of the Lorenz-96 model, with scalar additive noise, for benchmark twin experiments
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2020-04-16
err5
errOAAI
errGrudzien, Colin; Bocquet, Marc; Carrassi, Alberto
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Research Directions

No research directions
Co-authors
Cooperation Journals
P
Philippe Ciais
H-index: 221 · Papers: 2.7K
G
Gerald A. Meehl
H-index: 117 · Papers: 413
B
B. E. Law
H-index: 113 · Papers: 451
F
Frédéric Chevallier
H-index: 106 · Papers: 752
J
Jiquan Chen
H-index: 104 · Papers: 813
View more