Wind-driven Double gyre

Physical configuration

The primary case is a wind-driven basin with rotation, a free surface, stratification and vertical mixing. Both production cores obtain their case settings from src/neuralpom/cases/. The governing equations and turbulence closure describe the physical model.

Hybrid workflow

The coarse training grid has 90 × 82 horizontal points, 16 storage levels and 15 active layers. Hourly and daily models apply constrained velocity, temperature and salinity corrections after the corresponding physical interval. Each core uses a matching reference ensemble.

Use the four templates listed in Configuration. Preparation, staged training and frozen inference are documented in Quick start.