Quantification of uncertainty in computational fluid dynamics

被引:1430
|
作者
Roache, PJ
机构
[1] Ecodynamics Res. Associates, Inc., Albuquerque, NM 87119
关键词
numerical uncertainty; verification; validation; error estimation; computational; fluid dynamics;
D O I
10.1146/annurev.fluid.29.1.123
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
This review covers Verification, Validation, Confirmation and related subjects for computational fluid dynamics (CFD), including error taxonomies, error estimation and banding, convergence rates, surrogate estimators, nonlinear dynamics, and error estimation for grid adaptation vs Quantification of Uncertainty.
引用
收藏
页码:123 / 160
页数:38
相关论文
共 50 条
  • [21] Uncertainty quantification for viscoelastic composite structures in computational linear structural dynamics
    Capillon, R.
    Desceliers, C.
    Soize, C.
    [J]. PROCEEDINGS OF ISMA2016 INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING AND USD2016 INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS, 2016, : 4241 - 4245
  • [22] Uncertainty quantification in computational structural dynamics: A new paradigm for model validation
    Alvin, KF
    Oberkampf, WL
    Diegert, KV
    Rutherford, BM
    [J]. IMAC - PROCEEDINGS OF THE 16TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, 1998, 3243 : 1191 - 1198
  • [23] AN IMPROVEMENT OF THE UNCERTAINTY QUANTIFICATION IN COMPUTATIONAL STRUCTURAL DYNAMICS WITH NONLINEAR GEOMETRICAL EFFECTS
    Capiez-Lernout, Evangeline
    Soize, Christian
    [J]. INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2017, 7 (01) : 83 - 98
  • [24] Uncertainty quantification in computational linear structural dynamics for viscoelastic composite structures
    Capillon, R.
    Desceliers, C.
    Soize, C.
    [J]. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2016, 305 : 154 - 172
  • [25] Quantification of Computational Uncertainty for Molecular and Continuum Methods in Thermo-Fluid Sciences
    Drikakis, Dimitris
    Asproulis, Nikolaos
    [J]. APPLIED MECHANICS REVIEWS, 2011, 64 (04)
  • [26] Quantifying Uncertainty in Computational Fluid Dynamics Drag Computations on Unstructured Meshes
    Souza, Maximiliano A. F.
    Ferrari, Marcello A. S.
    Ferrari, Denise B.
    Azevedo, Joao Luiz F.
    [J]. JOURNAL OF AIRCRAFT, 2019, 56 (04): : 1320 - 1329
  • [27] Quantifying uncertainty in computational fluid dynamics drag computations on unstructured meshes
    Souza, Maximiliano A.F.
    Ferrari, Marcello A.S.
    Ferrari, Denise B.
    Azevedo, João Luiz F.
    [J]. Journal of Aircraft, 2019, 56 (04): : 1320 - 1329
  • [28] Quantification of Tissue-Engineered Trachea Performance With Computational Fluid Dynamics
    Eichaker, Lauren
    Li, Chengyu
    King, Nakesha
    Pepper, Victoria
    Best, Cameron
    Onwuka, Ekene
    Heuer, Eric
    Zhao, Kai
    Grischkan, Jonathan
    Breuer, Christopher
    Johnson, Jed
    Chiang, Tendy
    [J]. LARYNGOSCOPE, 2018, 128 (08): : E272 - E279
  • [29] Optimal temperature sensor placement in buildings with buoyancy-driven natural ventilation using computational fluid dynamics and uncertainty quantification
    Chen, Chen
    Gorle, Catherine
    [J]. BUILDING AND ENVIRONMENT, 2022, 207
  • [30] Uncertainty Quantification in Computational and Prediction Science
    Ghanem, Roger G.
    [J]. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2009, 80 (6-7) : 671 - 672