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geophysical-fluid-dynamics

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kelvin-helmholtz-2d-solver

High-performance 2D solver for Kelvin-Helmholtz instability in incompressible flows, featuring Numba JIT compilation for 10-50x speedup and multi-core parallelization. Includes predefined scenarios, NetCDF output, automated visualization, and both CLI and Python API for the geophysical fluid dynamics studies.

  • Updated Jan 14, 2026
  • Python

Interactive water-world simulator: full-sphere shallow-water ocean physics (Dedalus v3) rendered on a CesiumJS globe. Drag a moon, change rotation, watch tides, currents and anomalies respond in real time. FastAPI + React/TypeScript, zarr data contract, live anomaly detection.

  • Updated Jun 11, 2026
  • Python

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