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Volumn 318, Issue SECTION 4, 2011, Pages

Bayesian uncertainty quantification applied to RANS turbulence models

Author keywords

[No Author keywords available]

Indexed keywords

CALIBRATION; CHANNEL FLOW; DENSITY FUNCTIONAL THEORY; FORECASTING; NAVIER STOKES EQUATIONS; PROBABILITY DENSITY FUNCTION; STOCHASTIC SYSTEMS; TURBULENCE MODELS; UNCERTAINTY ANALYSIS;

EID: 84856324750     PISSN: 17426588     EISSN: 17426596     Source Type: Conference Proceeding    
DOI: 10.1088/1742-6596/318/4/042032     Document Type: Conference Paper
Times cited : (150)

References (24)
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  • 3
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    • BALDWIN, B. S. & LOMAX, H. 1978 Thin-layer approximation and algebraic model for separated turbulent flows. AIAA Paper 78-257.
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    • Baldwin, B.S.1    Lomax, H.2
  • 4
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    • Model selection using response measurements: Bayesian probabilistic approach
    • BECK, J. L. & YUEN, K. V. 2004 Model selection using response measurements: Bayesian probabilistic approach. J. Eng. Mech. 130, 192-203.
    • (2004) J. Eng. Mech. , vol.130 , pp. 192-203
    • Beck, J.L.1    Yuen, K.V.2
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    • New bayesian updating methodology for model validation and robust predictions of a target system based on hierarchical subsystem tests
    • Accepted for publication
    • CHEUNG, S. H & BECK, J. L. 2009 New bayesian updating methodology for model validation and robust predictions of a target system based on hierarchical subsystem tests. Computer Methods in Applied Mechanics and Engineering. Accepted for publication.
    • (2009) Computer Methods in Applied Mechanics and Engineering
    • Cheung, S.H.1    Beck, J.L.2
  • 8
    • 0019999091 scopus 로고
    • Predictions of channel and boundary-layer flows with a low-Reynolds-number turbulence model
    • CHIEN, K.-Y. 1982 Predictions of channel and boundary-layer flows with a low-Reynolds-number turbulence model. AIAA J. 20 (1), 33-38.
    • (1982) AIAA J. , vol.20 , Issue.1 , pp. 33-38
    • Chien, K.-Y.1
  • 9
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    • Quantification of structural uncertainties in the k-ω turbulence model
    • DOW, E. & WANG, Q. 2011 Quantification of structural uncertainties in the k-ω turbulence model. AIAA Paper 2011-1762.
    • (2011) AIAA Paper 2011-1762
    • Dow, E.1    Wang, Q.2
  • 10
    • 84856323589 scopus 로고    scopus 로고
    • Uncertainty quantification of turbulence model coefficients via Latin Hypercube Sampling method
    • DUNN, M. C., SHOTORBAN, B. & FRENDI, A. 2011 Uncertainty quantification of turbulence model coefficients via Latin Hypercube Sampling method. J. Fluids Eng. 33 (4).
    • (2011) J. Fluids Eng. , vol.33 , Issue.4
    • Dunn, M.C.1    Shotorban, B.2    Frendi, A.3
  • 11
    • 0026013979 scopus 로고
    • Near-wall turbulence closure modeling without damping functions
    • DURBIN, P. A. 1991 Near-wall turbulence closure modeling without damping functions. Theor. Comp. Fluid Dyn. 3 (1), 1-13.
    • (1991) Theor. Comp. Fluid Dyn. , vol.3 , Issue.1 , pp. 1-13
    • Durbin, P.A.1
  • 12
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    • 2 model
    • 2 model. AIAA J. 33 (4), 659-664.
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    • Durbin, P.A.1
  • 14
    • 84856318644 scopus 로고    scopus 로고
    • Modeling structural uncertainties in Reynolds-averaged computations of shock/boundary layer interactions
    • EMORY, M., PECNIK, R. & IACCARINO, G. 2011 Modeling structural uncertainties in Reynolds-averaged computations of shock/boundary layer interactions. AIAA Paper 2011-479.
    • (2011) AIAA Paper 2011-479
    • Emory, M.1    Pecnik, R.2    Iaccarino, G.3
  • 16
    • 51049088919 scopus 로고    scopus 로고
    • Reynolds number effects on the Reynolds-stress budgets in turbulent channels
    • 101511
    • HOYAS, S. & JIMENEZ, J. 2008 Reynolds number effects on the Reynolds-stress budgets in turbulent channels. Phys. of Fluids 20 (101511).
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    • Hoyas, S.1    Jimenez, J.2
  • 18
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    • Impact of turbulence model irregularity on high-order discretizations
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  • 19
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    • Uncertainty quantification applied to the k-ε model of turbulence using the probabilistic collocation method
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    • (2008) AIAA Paper 2008-2150
    • Platteeuw, P.D.A.1    Loeven, G.J.A.2    Bijl, H.3
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    • See also AIAA Paper 92-439
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    • Spalart, P.R.1    Allmaras, S.R.2


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