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Speed up stencil computations on numpy arrays.
Run fluid simulations based on the lattice Boltzmann method.
waLBerla (widely applicable Lattice Boltzmann from Erlangen) is a massively parallel framework for multi physics applications.
HyTeG (Hybrid Tetrahedral Grids) is a C++ framework for large scale high performance finite element simulations based on (but not limited to) matrix-free geometric multigrid.