Output-based adaptive aerodynamic simulations using convolutional neural networks
Author:
Funder
The Boeing Company
Department of Energy
Publisher
Elsevier BV
Subject
General Engineering,General Computer Science
Reference71 articles.
1. Verification and validation in computational fluid dynamics;Oberkampf;Prog Aerosp Sci,2002
2. Bayesian calibration of the constants of the k−ϵ turbulence model for a CFD model of street canyon flow;Guillas;Comput Methods Appl Mech Eng,2014
3. A paradigm for data-driven predictive modeling using field inversion and machine learning;Parish;J Comput Phys,2016
4. Turbulence modeling in the age of data;Duraisamy;Annu Rev Fluid Mech,2019
5. Data summary from the first AIAA computational fluid dynamics drag prediction workshop;Levy;J Aircr,2003
Cited by 10 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. DynAMO: Multi-agent reinforcement learning for dynamic anticipatory mesh optimization with applications to hyperbolic conservation laws;Journal of Computational Physics;2024-06
2. SuperAdjoint: Super-resolution neural networks in adjoint-based error estimation;Journal of Computational and Applied Mathematics;2024-05
3. Machine learning mesh-adaptation for laminar and turbulent flows: applications to high-order discontinuous Galerkin solvers;Engineering with Computers;2024-03-15
4. Learning Robust Marking Policies for Adaptive Mesh Refinement;SIAM Journal on Scientific Computing;2024-01-24
5. A Multi-Mesh Approach for Accurate Computation of Multi-Target Functionals in Aerodynamics Design;2024
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