基于深度学习的湍流特征量分析与建模

91852108
2018
A09.流体力学
张宇飞
重大研究计划
研究员
清华大学
100万元
湍流分析;雷诺应力;深度学习;湍流模化
2019-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Unsteady flow control of a plane diffuser based on a Karman-vortex generator 期刊论文 Jinwen Yang;Yufei Zhang;Haixin Chen;Song Fu
2 Assessment of the SST-IDDES with a shear-layer-adapted subgrid length scale for attached and separated flows 期刊论文 Maochao Xiao;Yufei Zhang
3 机器学习辅助湍流建模中的特征选择与处理 会议论文 尹宇辉;杨普;张宇飞
4 Numerical Simulation of Iced Wing Using Separating Shear Layer Fixed Turbulence Models 期刊论文 Haoran Li;Yufei Zhang;Haixin Chen
5 Aerodynamic Prediction of High-Lift Configuration Using k − v2 − ω Turbulence Model 期刊论文 Shaoguang Zhang;Haoran Li;Yufei Zhang;Haixin Chen
6 Feature selection and processing of turbulence modeling based on an artificial neural network 期刊论文 Yuhui Yin;Pu Yang;Yufei Zhang;Haixin Chen;Song FU
7 An Inverse Design Method for Airfoils Based on Pressure Gradient Distribution 期刊论文 Yufei Zhang;Chongyang Yan;Haixin Chen
8 Optimization of Supercritical Airfoil Considering the Ice-Accretion Effects 期刊论文 Li Haoran;Zhang Yufei;Chen Haixin
9 Learning the aerodynamic design of supercritical airfoils through deep reinforcement learning 期刊论文 Runze Li;Yufei Zhang;Haixin Chen
10 Unsteady Simulation of Transonic Buffet of a Supercritical Airfoil with Shock Control Bump 期刊论文 Zhang Yufei;Yang Pu;Li Runze;Chen Haixin
11 Improved Prediction of Flow Around Airfoil Accreted with Horn or Ridge Ice 期刊论文 Maochao Xiao;Yufei Zhang
12 Aerodynamic Optimization and Noise Reduction of a Two-Stage Series Compact Fan 期刊论文 Zhang Shaoguang;Li Runze;Zhang Yufei;Chen Haixin
13 机器学习辅助湍流建模在分离流预测中的应用 期刊论文 尹宇辉;李浩然;张宇飞;陈海昕
14 超临界机翼气动多目标设计的策略与方法 期刊论文 李润泽;张宇飞;陈海昕
15 基于离散伴随的流场反演在湍流模拟中的应用 期刊论文 闫重阳;张宇飞;陈海昕
16 Pressure distribution feature-oriented sampling for statistical analysis of supercritical airfoil aerodynamics 期刊论文 Runze Li;Yufei Zhang;Haixin Chen
17 Transonic Compressor Blade Optimization Integrated With Circumferential Groove Casing Treatment 期刊论文 Song Weimin;Zhang Yufei;Chen Haixin;Deng Kaiwen
18 Aerodynamic Prediction of Iced Airfoils Based on Modified Three-Equation Turbulence Model 期刊论文 Haoran Li;Yufei Zhang;Haixin Chen
19 Wing optimization of propeller aircraft based on actuator disc method 期刊论文 Yifei Zhang;Haixin Chen;Yufei Zhang
20 Optimization and Analysis of a Blown Flap Based on a Multielement Airfoil 期刊论文 Yin Yuhui;Zhang Yufei
21 Study on Riblet Drag Reduction Considering the Effect of Sweep Angle 期刊论文 Zhang Yufei;Yin Yuhui
22 Aerodynamic Optimization of a High-Lift System with Adaptive Dropped Hinge Flap 期刊论文 Qiang Ji;Yufei Zhang;Haixin Chen;Junke Ye
23 Study of riblet drag reduction for an infinite span wing with different sweep angles 期刊论文 Yufei ZHANG;Chongyang YAN;Haixin CHEN;Yuhui YIN
24 Numerical study of a supercritical airfoil/wing with variable-camber technology 期刊论文 Wei NIU;Yufei ZHANG;Haixin CHEN;Miao ZHANG
25 Optimization design of airfoils under atmospheric icing conditions for UAV 期刊论文 Haoran Li;Yufei Zhang;Haixin Chen
26 Flow separation control in a conical diffuser with a Karman-vortex generator 期刊论文 Jinwen Yang;Yufei Zhang;Haixin Chen;Song Fu
27 Numerical Investigation of Premature Stall in a Non-Tip-Loaded Rotor Caused by Circumferential Groove Casing Treatment 期刊论文 Liang Yutian;Song Weimin;Chen Haixin;Zhang Yufei
28 Numerical Investigation of the Unsteady Flow Past an Iced Multi-Element Airfoil 期刊论文 Maochao Xiao;Yufei Zhang;Feng Zhou
29 结冰模拟软件 AERO-ICE 中的关键数值方法 期刊论文 李浩然;段玉宇;张宇飞;陈海昕
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