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Machine-learning-enhanced collision operator for the lattice Boltzmann method based on invariant networks

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Integrating machine learning (ML) techniques in established numerical solvers represents a modern approach to enhance computational fluid dynamics simulations. Within the lattice Boltzmann method (LBM), the collision operator serves as an ideal entry point to ... ...