Nudging enables a-priori training of stable neural network turbulence closures for LES that adapt to various numerical schemes without solver modifications or adjoints.
Data assimilation in large eddy simulation: Addressing model- observation mismatch from navier-stokes data
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Deep Learning of Solver-Aware Turbulence Closures from Nudged LES Dynamics
Nudging enables a-priori training of stable neural network turbulence closures for LES that adapt to various numerical schemes without solver modifications or adjoints.