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Aurèle Gallard

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#machine learning Preprint Sep 2026

Calibrating subgrid parametrizations of single-column ocean models via simulation-based inference

Subgrid parametrizations of vertical mixing in ocean models depend on free coefficients that cannot be measured directly and must be calibrated against high-fidelity references such as large-eddy simulations (LES). Existing approaches return point estimates and leave the associated uncertainty unquantified, a limitatio...

Luben M. C. Cabezas, Sacha Wendling, Aurèle Gallard et al. · 0 citations

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