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Marc Bocquet

Senior researcher / Deputy director

École des Ponts ParisTech

France

Research Interests

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Professors in France

Articles (20)

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2024

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2024

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2023

Collaborators (13)

Laurent Bertino

Research Director

Nansen Environmental and Remote Sensing Center

NORWAY

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Simon Driscoll

Assistant Research Professor

University of Cambridge

UNITED KINGDOM

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Tom Beucler

Assistant Professor of Environmental Data Science

University of Lausanne

SWITZERLAND

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Yumeng Chen

University of Reading

UNITED KINGDOM

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Jinlong Fu

Full Professor

Dalian University of Technology

CHINA

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Gerrit Kuhlmann

Senior Scientist

University of Zurich

SWITZERLAND

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Hannah Christensen

University of Oxford

UNITED KINGDOM

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Tian Zheng

Professor

Columbia University

UNITED STATES

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William Collins

Director of ClimateUEA and Professor in AI for Climate Science

University of East Anglia

UNITED KINGDOM

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DAVID HALL

University of Colorado Boulder

UNITED STATES

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Veronika Eyring

Head of the Earth System Model Evaluation and Analysis Department at the German Aerospace Center (DLR) Institute of Atmospheric Physics and Professor of Climate Modelling at the University of Bremen

Deutsches Zentrum für Luft- und Raumfahrt

GERMANY

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Alberto Carrassi

Professor

University of Reading

UNITED KINGDOM

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Guillaume Boutin

Researcher

Nansen Environmental and Remote Sensing Center

NORWAY

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Marc Bocquet

Research Interests

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Articles (20)

Ensemble Kalman filter in latent space using a variational autoencoder pair

Elucidating the performance of data assimilation neural networks for chaotic dynamics

A probabilistic approach to wildfire spread prediction using a denoising diffusion surrogate model

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

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

Four-dimensional variational data assimilation with a sea-ice thickness emulator

Machine learning for modelling unstructured grid data in computational physics: A review

Development of an offline and online hybrid model for the Integrated Forecasting System

Pushing the frontiers in climate modelling and analysis with machine learning

Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble

Multivariate state and parameter estimation with data assimilation applied to sea-ice models using a Maxwell elasto-brittle rheology

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

Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks

Evaluating Numerical Weather Prediction Models in the Middle Atmosphere Using Coherent Oceanic Acoustic Noise Observations

Generative Diffusion for Regional Surrogate Models From Sea‐Ice Simulations

Representation learning with unconditional denoising diffusion models for dynamical systems

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

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

Bayesian inversion of emissions from large urban fire using in situ observations

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

Collaborators (13)

Laurent Bertino

Simon Driscoll

Tom Beucler

Yumeng Chen

Jinlong Fu

Gerrit Kuhlmann

Hannah Christensen

Tian Zheng

William Collins

DAVID HALL

Veronika Eyring

Alberto Carrassi

Guillaume Boutin

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