Solver-in-the-loop training yields a stable turbulence shell-model closure that reproduces high-order statistics, with an optimal time-in-loop related to the cutoff-shell eddy turnover time.
Sagaut, Large Eddy Simulation for Incompressible Flows: An Introduction (Springer, 2006)
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Solver-in-the-loop approach to closure of shell models of turbulence
Solver-in-the-loop training yields a stable turbulence shell-model closure that reproduces high-order statistics, with an optimal time-in-loop related to the cutoff-shell eddy turnover time.