Invertible Neural Networks for Airfoil Design
Author:
Affiliation:
1. National Renewable Energy Laboratory, Golden, Colorado 80401
Funder
Advanced Research Projects Agency - Energy
Publisher
American Institute of Aeronautics and Astronautics (AIAA)
Subject
Aerospace Engineering
Link
https://arc.aiaa.org/doi/pdf/10.2514/1.J060866
Reference54 articles.
1. ECN-G1-21 Airfoil: Design and Wind-Tunnel Testing
2. An Introduction to Data Analysis and Uncertainty Quantification for Inverse Problems
3. DrelaM., Lecture Notes in Engineering: Low Reynolds Numer Aerodynamics, Vol. 54, Springer-Verlag, Berlin, 1989, pp. 1–12.
4. Van RooijR. “Modification of the Boundary Layer Calculation in RFOIL for Improved Airfoil Stall Prediction,” Inst. for Wind Energy, Delft Univ. of Technology, TR IW-96087R, Sept. 1996.
5. A comparison of the continuous and discrete adjoint approach to automatic aerodynamic optimization
Cited by 14 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 approximation of bi-Lipschitz maps by invertible neural networks;Neural Networks;2024-06
2. A novel approach to inverse design of wind turbine airfoils using tandem neural networks;Wind Energy;2024-05-30
3. Recent progress of efficient low-boom design and optimization methods;Progress in Aerospace Sciences;2024-04
4. Mission-Driven Inverse Design of Blended Wing Body Aircraft with Machine Learning;Aerospace;2024-02-05
5. Novel Pressure-Based Optimization Method Using Deep Learning Techniques;AIAA Journal;2024-02
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