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Ronan Fablet

IMT Atlantique - MEE, Lab-STICC\_OSE, ODYSSEY

Neural Incremental Data Assimilation

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Jun 21, 2024
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SPDE priors for uncertainty quantification of end-to-end neural data assimilation schemes

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Feb 02, 2024
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Multi-Modal Learning-based Reconstruction of High-Resolution Spatial Wind Speed Fields

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Dec 14, 2023
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Online Calibration of Deep Learning Sub-Models for Hybrid Numerical Modeling Systems

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Nov 17, 2023
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Neural SPDE solver for uncertainty quantification in high-dimensional space-time dynamics

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Nov 03, 2023
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Gradient-free online learning of subgrid-scale dynamics with neural emulators

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Nov 02, 2023
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Building a Safer Maritime Environment Through Multi-Path Long-Term Vessel Trajectory Forecasting

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Oct 29, 2023
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OceanBench: The Sea Surface Height Edition

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Sep 27, 2023
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Training neural mapping schemes for satellite altimetry with simulation data

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Sep 19, 2023
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A VAE Approach to Sample Multivariate Extremes

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Jun 19, 2023
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