A methodology to evaluate statistical errors in DNS data of plane channel flows
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Publication:1646876
DOI10.1016/j.compfluid.2016.01.014zbMath1390.76226OpenAlexW2283351822MaRDI QIDQ1646876
Felipe A. V. de Bragança Alves, Gilmar Mompean, Roney L. Thompson, Laurent Thais, Luiz E. B. Sampaio
Publication date: 26 June 2018
Published in: Computers and Fluids (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.compfluid.2016.01.014
Statistical turbulence modeling (76F55) Direct numerical and large eddy simulation of turbulence (76F65)
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Cites Work
- Unnamed Item
- Near-wall turbulence closure modeling without ``damping functions
- Epistemic uncertainties in RANS model free coefficients
- Structure of a turbulent flow through plane channels with smooth and rough walls: an analysis based on high resolution DNS results
- Efficiency of high accuracy DRP schemes in direct numerical simulations of incompressible turbulent flows
- An analysis of numerical errors in large-eddy simulations of turbulence
- A computational error-assessment of central finite-volume discretizations in large-eddy simulation using a Smagorinsky model
- Some dynamical features of the turbulent flow of a viscoelastic fluid for reduced drag
- Local dissipation scales and energy dissipation-rate moments in channel flow
- Direct numerical simulation of turbulent channel flow up to Reτ=590
- Database analysis of errors in large-eddy simulation
- Spectra of the very large anisotropic scales in turbulent channels
- DIRECT NUMERICAL SIMULATION: A Tool in Turbulence Research
- Turbulence statistics in fully developed channel flow at low Reynolds number
- Scaling of the energy spectra of turbulent channels
- Dissipation and enstrophy in isotropic turbulence: Resolution effects and scaling in direct numerical simulations
- Temporal large eddy simulations of turbulent viscoelastic drag reduction flows
