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Sailfish: Lattice Boltzmann Fluid Simulations with GPUs and Python

Sailfish: Lattice Boltzmann Fluid Simulations with GPUs and Python

Sailfish: Lattice Boltzmann Fluid Simulations with GPUs and Python

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Why <strong>Python</strong>?✓ Easy to underst<strong>and</strong>.✓ Very expressive (get stuff done quickly).✓ Great support for GPU programming (via PyCUDA/PyOpenCL).✓ Bindings <strong>with</strong> many system libraries.✗ ... but also too slow for large-scale numerical work.M. Januszewski (IoP, US) <strong>Sailfish</strong>: LBM <strong>with</strong> <strong>GPUs</strong> <strong>and</strong> <strong>Python</strong> GTC 2012 10 / 26

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