most citedGuided Unconditional and Conditional Generative Models for Super-Resolution and Inference of Quasi-Geostrophic Turbulence

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

physics.flu-dyn2025

Evaluation of Analytical Turbulence Closures for Quasi-Geostrophic Ocean Flows with Coastal Boundaries

Anantha Narayanan Suresh Babu, Akhil Sadam, Pierre F. J. Lermusiaux

Numerical turbulence simulations typically involve parameterizations such as Large Eddy Simulations (LES). Applications to geophysical flows, especially ocean flows, are further co…

physics.flu-dyn2025★ 1 cited

Guided Unconditional and Conditional Generative Models for Super-Resolution and Inference of Quasi-Geostrophic Turbulence

Anantha Narayanan Suresh Babu, Akhil Sadam, Pierre F. J. Lermusiaux

Typically, numerical simulations of Earth systems are coarse, and Earth observations are sparse and gappy. We apply four generative diffusion modeling approaches to super-resolutio…