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Authors whose works are in public domain in at least one jurisdiction

List of works by Julien Le Sommer

Assessing the impact of the new mixed layer eddy parameterization based on machine learning in NEMO

Cyclogeostrophic inversion for estimating Sea Surface Currents from SWOT altimeter data

Deep Conditional Emulators for calibrating ocean vertical physics schemes

Diagnosing cross-scale kinetic energy exchanges from two submesoscale permitting ocean models.

Diagnosing the thickness-weighted averaged eddy-mean flow interaction in an eddying North Atlantic ensemble, Part I: Kinematic framework

Diagnosing the thickness-weighted averaged eddy-mean flow interaction in an eddying North Atlantic ensemble, Part I: Kinematic framework

EDITO-Model Lab: towards the next generation of ocean numerical models

Effects of tide induced dynamics on surface transport properties

Effects of tide induced dynamics on surface transport properties

Equation discovery for climate impact: symbolic regression to emulate climate impact indicators for unseen scenarios

Impact mpact of Tidal Forcing Tidal Forcing on Surface Particle Transport Properties: Insights from Twin Ocean SimulationsSurface Particle Transport1 Properties: Insights from Twin Ocean Simulations

Impact of high-frequency motions on oceanic surface dispersion

Intercomparison of basin-to-global scale submesoscale-permitting ocean models at SWOT cross-overs 

Joint calibration and mapping of satellite altimetry data using trainable variaitional models

Learning operational altimetry mapping from ocean models

Learning quasi-geostrophic turbulence parametrizations from a posteriori metrics

Leveraging automatic differentiation for calibrating vertical mixing parameterizations 

Mapping altimetry in the forthcoming SWOT era by back-and-forth nudging a one-layer quasi-geostrophic model

Morays-community: a framework to share reproducible hybrid Machine Learning and Ocean modeling experiments.

Multi-grid algorithm for passive tracer transport in NEMO ocean circulation model: a case study with NEMO OGCM (version 3.6)

OceanBench - Short-Term Global Ocean Forecasting

On Energy Cascades in General Flows

Reduction of spatially structured errors in wide-swath altimetric satellite data using data assimilation

Representation of the Denmark Strait Overflow in a z-coordinate eddying configuration of the NEMO (v3.6) ocean model: Resolution and parameter impacts

Southern Ocean overturning across streamlines in an eddying simulation of the Antarctic Circumpolar Current

Spatial and Temporal Variability of North Atlantic Eddy Field at Scale less than 100km.

The effect of model tidal forcing on virtual particle dispersion and accumulation at the ocean surface

The effect of model tidal forcing on virtual particle dispersion and accumulation at the ocean surface

The mixed layer depth in Ocean Model Intercomparison Project (OMIP) high resolution models

Toward a New Parameterization of Fine-Scale Ocean-Atmosphere Interactions Based on a Machine Learning Approach

Towards continuous, evidence-based evolution of Copernicus Marine Service through open science practices : insights from the IMMERSE project.

Wide-swath altimetric satellite data assimilation with structured-error detrending