Bayesian Predictions of Reynolds-Averaged Navier–Stokes Uncertainties Using Maximum a Posteriori Estimates
Author:
Affiliation:
1. Stanford University, Stanford, California 94305
2. Delft University of Technology, 2629 HS Delft, The Netherlands
3. Arts et Métiers ParisTech, 75013 Paris, France
Funder
European Union's Seventh Framework Programme, Umrida project
Agence Nationale de la Recherche
Publisher
American Institute of Aeronautics and Astronautics (AIAA)
Subject
Aerospace Engineering
Link
https://arc.aiaa.org/doi/pdf/10.2514/1.J056287
Reference40 articles.
1. WilcoxD. C., Turbulence Modeling for CFD, DCW Industries, La Cañada, CA, 2006, pp. 53–373, Chaps. 3–6.
2. Bayesian uncertainty analysis with applications to turbulence modeling
3. Bayesian calibration of the constants of the k–ε turbulence model for a CFD model of street canyon flow
4. Approach for uncertainty of turbulence modeling based on data assimilation technique
5. Bayesian estimates of parameter variability in the k–ε turbulence model
Cited by 42 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Bayesian interface technique-based inverse estimation of closure coefficients of standard k − ϵ turbulence model by limiting the number of DNS data points for flow over a periodic hill;Inverse Problems;2024-07-02
2. Recent advances and effectiveness of machine learning models for fluid dynamics in the built environment;International Journal of Modelling and Simulation;2024-06-27
3. Copula-based Bayesian uncertainty quantification framework of SST turbulence model for flow over a Gaussian bump;Acta Astronautica;2024-03
4. N-Tank Continuous Framework For Thermal Management To Enhance Thermal Endurance;AIAA SCITECH 2024 Forum;2024-01-04
5. Flow Field Analysis of Vortex Interactions on Multi-Swept Wing Configurations;AIAA SCITECH 2024 Forum;2024-01-04
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3