An approximate inertial manifold (AIM) based closure for turbulent flows

نویسندگان

چکیده

A closure model for turbulent flows is developed based on a dynamical system theory. An appropriately discretized formulation of the governing equations considered this process. The key ingredient an approximation system’s attractor, where all trajectories in phase space are confined. This approximate inertial manifold approach provides path to track lower-dimensional subspace. Unlike conventional coarse-graining approaches, field decomposed into resolved and unresolved dynamics using properties equations. novelty relies reconstruction constrained by posteriori tests homogeneous isotropic turbulence Kuramoto–Sivashinsky equation show promising results considerable dimension reduction with strong convergence properties. proposed outperforms dynamic Smagorinsky model, computational overhead competitive similar approaches.

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ژورنال

عنوان ژورنال: AIP Advances

سال: 2022

ISSN: ['2158-3226']

DOI: https://doi.org/10.1063/5.0097981