Show HN: Interactive fluid simulation in Jax using Brinkman penalization

Category: library

Tags: cfd, jax, fluid-simulation, differentiable-programming, inverse-design

Score: 7.5/10 (Innovation: 8, Technical: 9, Documentation: 7, Utility: 6)

AeroJAX is a real-time, JAX-native computational fluid dynamics (CFD) framework that enables interactive flow research through runtime modification of parameters, geometries, and solvers. It uniquely combines Brinkman penalization, differentiable solvers, and a GUI for live simulation control, making it interesting for both educational exploration and advanced inverse design tasks.

Target audience: backend devs, data engineers, researchers

Repository: https://github.com/arriemeijer-creator/AeroJAX · Python · NOASSERTION · 84 stars

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