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MatthewGrim / CFD_Codes

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Write a Riemann solver based on a neural network #29

Closed MatthewGrim closed 3 years ago

MatthewGrim commented 5 years ago

This is an experiment to see if such an approach can even be done. The aim would be to recover a HLLC riemann solver using machine learning methods on data generated from an exact riemann solver. I already have the exact method to generate the necessary data, but need to figure out a way to correctly fit the state.

MatthewGrim commented 3 years ago

It turns out this approach has already been explored in: https://www.researchgate.net/publication/337844502_Title_Machine_learning_approaches_for_the_solution_of_the_Riemann_problem_in_fluid_dynamics_a_case_study

For that reason I am closing this issue.