Airfoil design and surrogate modeling for performance prediction based on deep learning method
Author:
Affiliation:
1. MOE Key Laboratory of Thermo-Fluid Science and Engineering, Xi'an Jiaotong University, 710049 Xi'an, China
2. School of Energy and Power Engineering, Xi'an Jiaotong University, 710049 Xi'an, China
Funder
Ministry of Education of the People's Republic of China
Publisher
AIP Publishing
Subject
Condensed Matter Physics,Fluid Flow and Transfer Processes,Mechanics of Materials,Computational Mechanics,Mechanical Engineering
Link
https://aip.scitation.org/doi/pdf/10.1063/5.0075784
Reference50 articles.
1. A review of parametric approaches specific to aerodynamic design process
2. Reasonable Design Space Approach to Response Surface Approximation
3. Efficient Optimization Design Method Using Kriging Model
4. An adaptive radial basis algorithm (ARBF) for expensive black-box global optimization
5. Support Vector Machines for classification and regression
Cited by 45 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. Supersonic combustion flow field reconstruction based on multi-view domain adaptation generative network in scramjet combustor;Engineering Applications of Artificial Intelligence;2024-10
2. Shape optimization of autonomous underwater helicopters based on different parameter curves and various optimization algorithms;Ocean Engineering;2024-10
3. A deep learning approach for hydrofoil optimization of tidal turbines;Ocean Engineering;2024-08
4. Aerodynamic optimization method of intake grille of active clearance control system for turbines based on modified social spider algorithm (MSSA);Advances in Mechanical Engineering;2024-06
5. A fast prediction model of blade flutter in turbomachinery based on graph convolutional neural network;Aerospace Science and Technology;2024-05
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