subgrid-scale-model

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ilanbruski / sabra-shell-closure

Subgrid closure for the Sabra shell-model cascade, from scratch in JAX. A one-parameter eddy viscosity beats a learned MLP that is twice as good offline - what sets the spectrum is the mean energy drain, not the pointwise fit.

deep-learning computational-physics turbulence computational-fluid-dynamics jax shell-model large-eddy-simulation scientific-machine-learning closure-modeling subgrid-scale-model

Updated Aug 5, 2026
Python

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