Summary
AeroJAX is a new JAX-native framework for Computational Fluid Dynamics (CFD) that enables end-to-end differentiable Navier Stokes simulations. Designed to integrate directly into machine learning and optimization pipelines, it facilitates tasks like inverse design and learned closures. The framework boasts high performance, achieving approximately 560 FPS on CPU for 128x128 simulations, and is fully JAX-native with no external dependencies.
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