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Swirl-FEM: Differentiable Finite Element Simulations in JAX

This is not an officially supported Google product.

This library provides a lightweight and flexible framework for higher order finite element simulations on unstructured quadrilateral or hexahedral meshes.

We primarily focus on 2D incompressible Navier-Stokes simulations, with experimental support for running in a distributed setting on Google's Tensor Processing Units (TPUs).

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