Adjoint-based variational optimal mixed models for large-eddy simulation of turbulence
نویسندگان
چکیده
An adjoint-based variational optimal mixed model (VOMM) is proposed for subgrid-scale (SGS) closure in large-eddy simulation (LES) of turbulence. The stabilized adjoint LES equations are formulated by introducing a minimal regularization to address the numerical instabilities long-term gradient evaluations chaotic turbulent flows. VOMM parameters optimized minimizing discrepancy energy dissipation spectra between calculations and priori knowledge direct using gradient-based optimization. posteriori performance comprehensively examined three flows, including forced homogeneous isotropic turbulence, decaying homogenous temporally evolving mixing layer. outperforms dynamic Smagorinsky model, (DMM), approximate deconvolution predictions various turbulence statistics, velocity spectrum, structure functions, statistics increments vorticity, temporal evolutions kinetic energy, rate, momentum thickness Reynolds stress, as well instantaneous vortex structures at different grid resolutions times. In addition, only takes up 30% time DMM all flow scenarios. These results demonstrate that improves stability has high accuracy computational efficiency incorporating information highlighting great potential develop advanced SGS models
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ژورنال
عنوان ژورنال: Physics of Fluids
سال: 2023
ISSN: ['1527-2435', '1089-7666', '1070-6631']
DOI: https://doi.org/10.1063/5.0155184