研究论文

Deep learning-enhanced aerodynamics design of high-load compressor cascade at low Reynolds numbers

Huafeng Xu, Shengfeng Zhao, Mingyang Wang, Ge Han, Xingen Lu, Junqiang Zhu

Institute of Engineering Thermophysics　University of Chinese Academy of Sciences　Beihang University

来源Aerospace Science and Technology

年份2024

DOI10.1016/j.ast.2024.109775

原文https://doi.org/10.1016/j.ast.2024.109775

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

320

325

关键指标

被引次数 · OpenAlex

4.95

领域内被引倍数
同类平均 = 1

前 5%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

工程

Turbomachinery Performance and Optimization

Fluid Dynamics and Turbulent Flows · Heat Transfer Mechanisms

参考文献 54

Summary of 65-Series Compressor-Blade Low-Speed Cascade Data by Use of the Carpet-Plotting Technique

A Richard Felix · NASA STI Repository (National Aeronautics and Space Administration) · 1957

被引 8

Observations of Separated Laminar Flow on Axial Compressor Blading

Gregory J. Walker · Volume 1B: General · 1975

被引 14

Direct numerical simulation of flow and heat transfer in a turbine cascade with incoming wakes

Jan Wissink, W. Rodi · Journal of Fluid Mechanics · 2006

被引 65

此处列出前 3 条

引用本文 6

Aerodynamic optimization of a coaxial rotor system using a deep learning-based multi-fidelity surrogate model

Shu-Hui Qin, Aiming Yang · Engineering Applications of Computational Fluid Mechanics · 2025

被引 5

Enhancement of aerodynamic performance of inflatable airfoil based on Sobol’ global sensitivity analysis

Hang Ge, Yixiang Xu, Yonghui Xu · Applied Mathematical Modelling · 2026

被引 4

Aerodynamic coefficient prediction of bio-inspired camber morphing wings with flexible surfaces using an explainable transformer

Md. Najmul Mowla, Tahir Durhasan, Davood Asadi · Aerospace Science and Technology · 2025