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11 results on '"Durand, Charlotte"'

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

2. Towards diffusion models for large-scale sea-ice modelling

3. Representation learning with unconditional denoising diffusion models for dynamical systems.

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

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

6. Deep reinforcement learning of model error corrections

7. Hybrid modelling with deep learning for improved sea-ice forecasting

8. Deep learning can correct model errors from the subgrid-scale for sea-ice dynamics

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

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