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Showing 1 to 1 of 1 for “"Reacting flow CFD"”.

  1. Acceleration of combustion computation fluid dynamics simulations through machine learning

    … a practical and scalable method for combustion CFD simulations. The trained DeepONet models are integrated into an open-source CFD framework, OpenFOAM, using LibTorch, replacing the conventional chemistry and heat-release subroutines with inference results from DeepONets. Validation through …

    uiuc Repository record for Acceleration of combustion computation fluid dynamics simulations through machine learning (opens in a new tab)