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Author:

Liu Ziyang (Liu Ziyang.) | Han Renkun (Han Renkun.) | Zhang Miao (Zhang Miao.) | Zhang Yang (Zhang Yang.) | Zhou Hao (Zhou Hao.) | Wang Gang (Wang Gang.) | Chen Gang (Chen Gang.)

Abstract:

In the transonic flight environment, transonic buffet has significant influence on the aerodynamic characteristics of aircraft. In the face of the strong nonlinear characteristics of transonic buffet, the reduced-order model (ROM) technology based on deep learning (DL) is introduced to study the flo...

Keyword:

Deep neural network Reduced-order model Transonic buffet Unsteady flow prediction

Author Community:

  • [ 1 ] Shaanxi Key Laboratory of Environment and Control for Flight Vehicle, State Key Laboratory for Strength and Vibration of Mechanical Structures, School of Aerospace Engineering, Xi'an Jiaotong University, Xi'an 710049, China
  • [ 2 ] Shanghai Aircraft Design and Research Institute, Shanghai 201210, China
  • [ 3 ] Nati...

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Source :

Aerospace Science and Technology

Year: 2022

Volume: 126

5 . 1 0 7

JCR@2020

ESI Discipline: ENGINEERING;

ESI HC Threshold:7

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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