Towards robust and accurate Reynolds-averaged closures for natural convection via multi-objective CFD-driven machine learning-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Towards robust and accurate Reynolds-averaged closures for natural convection via multi-objective CFD-driven machine learning

Published:2022-05 Issue: Volume:187 Page:122557
ISSN:0017-9310
Container-title:International Journal of Heat and Mass Transfer
language:en
Short-container-title:International Journal of Heat and Mass Transfer

Author:

Xu Xiaowei,Waschkowski Fabian,Ooi Andrew S.H.,Sandberg Richard D.

Funder

China Scholarship Council

Australian Research Council

Publisher

Elsevier BV

Subject

Fluid Flow and Transfer Processes,Mechanical Engineering,Condensed Matter Physics

Reference62 articles.

1. Diffusion in a field of homogeneous turbulence. i. eulerian analysis;Batchelor;Aust. J. Chem.,1949

2. Formulating turbulence closures using sparse regression with embedded form invariance;Beetham;Phys. Rev. Fluids,2020

3. Experiments on turbulent natural convection in an enclosed tall cavity;Betts;Int. J. Heat Fluid Flow,2000

4. Budgets of turbulent stresses and fluxes in a vertical slot natural convection flow at rayleigh ra=105 and 5.4×105;Boudjemadi;Int. J. Heat Fluid Flow,1997

5. Conditioning and accurate solutions of reynolds average navier–stokes equations with data-driven turbulence closures;Brener;J. Fluid Mech.,2021

Cited by 22 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. On the machine learning-assisted identification of the fundamental parameters of nonstandard microfin arrays to assess their heat transfer performance;Engineering Applications of Artificial Intelligence;2024-10

2. A two-stage CFD-GNN approach for efficient steady-state prediction of urban airflow and airborne contaminant dispersion;Sustainable Cities and Society;2024-10

3. Strategies for Enhancing One-Equation Turbulence Model Predictions Using Gene-Expression Programming;Fluids;2024-08-21

4. Computable turbulence modeling of laminar-turbulent transition characterized boundary layer flows with the aid of artificial neural network;Computers & Fluids;2024-05

5. Data-driven turbulence modelling of inherently unsteady flow in stratified water storage tanks;International Journal of Heat and Mass Transfer;2024-02

同舟云学术

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