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张

张伟伟 (Weiwei Zhang)

School of Aeronautics

48H-index
429Paper Count
8.2KCitation Count
Published Papers 181
Publication Date
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PINN-MG: a multigrid-inspired hybrid framework combining the iterative method and physics-informed neural networks
errApplied Mathematics and Mechanics
IF4.8
err2026-07-30
err0
PREAI
errDaiwei Dong; Wei Suo; Jiaqing Kou; Weiwei Zhang
errShare
errSave
Hypernetwork-augmented LSTM improves unsteady aerodynamic reduced-order modeling
errChinese Journal of Aeronautics
IF5.7
err2026-06-16
err0
errOAAI
errXu WANG; Yanqi WANG; Weiwei ZHANG; Hui TANG
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errSave
A quantitative evaluation method for the applicability domain of aerodynamic/aerothermal machine learning prediction models
errChinese Journal of Aeronautics
IF5.7
err2026-04-26
err0
errOAAI
errZe WANG; Shufang SONG; Xuhao PENG; Weiwei ZHANG
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errSave
Solving compressible Navier‒Stokes equations using the feature-enhanced neural network
errTheoretical and Applied Mechanics Letters
IF3.3
err2026-04-07
err0
errOAAI
errJiahao Song; Wenbo Cao; Weiwei Zhang
errShare
errSave
Deep-FusionNet: A prior-guided feature fusion framework for high-fidelity aerodynamic noise prediction
errInternational Journal of Heat and Fluid Flow
IF3.1
err2026-04-01
err0
PREAI
errXiangyu Wang; Qiao Zhang; Weiwei Zhang
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errSave
A new perspective on efficient and high-fidelity prediction of unsteady flow in airfoil dynamic stall
errAerospace Science and Technology
IF5.8
err2026-03-20
err0
PREAI
errKaijun Zhang; Hui Liao; Yilang Liu; Weiwei Zhang
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errSave
Transferable scaling function learning method for knowledge embedded aerodynamic database construction
errAerospace Science and Technology
IF5.8
err2026-03-10
err0
PREAI
errHaitao Lin; Xu Wang; Weiwei Zhang
errShare
errSave
Hierarchical Dimensionless Learning: A physics-data hybrid-driven approach for discovering dimensionless parameter combinations
errEngineering Applications of Artificial Intelligence
IF8
err2026-02-19
err0
PREAI
errMingkun Xia; Haitao Lin; Weiwei Zhang
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errSave
A Data-Driven convergence booster for accelerating and stabilizing pseudo time-stepping
errJournal of Computational Physics
IF3.8
err2026-02-17
err0
PREAI
errXukun Wang; Yilang Liu; Xiang Yang; Weiwei Zhang
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errSave
ContinuousViT: A physics-aware spatially continuous vision transformer for high-fidelity flow and thermal field prediction
errAerospace Science and Technology
IF5.8
err2026-02-13
err0
PREAI
errHao Ma; Zerui Wang; Xiaolu Wang; Yifan Zhao; Yuan Jia; Zhiqiang Chen; Weiwei Zhang
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errSave
Multi-fidelity aerodynamic reduced-order model based on gating mechanism
errChinese Journal of Aeronautics
IF5.7
err2025-12-27
err0
errOAAI
errHuailu LI; Yu ZHUO; Xu WANG; Weiwei ZHANG
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errSave
A robust one-shot method based on adjoint surrogate model for PDE-constrained optimization
errJournal of Computational Physics
IF3.8
err2025-12-02
err0
PREAI
errJinpeng Xiang; Wenbo Cao; Shufang Song; Weiwei Zhang
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errSave
Transonic buffet flow adaptive control with time-variant reduced-order model
errJOURNAL OF FLUID MECHANICS
IF3.9
err2025-11-03
err0
PREAI
errGao, Chuanqiang; Yang, Xinyu; Ren, Kai; Zhang, Weiwei
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errSave
Geometric feature knowledge-driven surrogate-based optimization via aerodynamic supervised autoencoder
errAerospace Science and Technology
IF5.8
err2025-10-05
err0
PREAI
errLong Ma; Xiaojing Wu; Zijun Zuo; Weiwei Zhang
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errSave
A surrogate model based on parametric neural network solvers for laminar flows around aerofoils
errEngineering Applications of Computational Fluid Mechanics
IF5.4
err2025-10-02
err0
errOAAI
errWenbo Cao; Shixiang Tang; Qianhong Ma; Wanli Ouyang; Weiwei Zhang
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errSave
Transonic aeroelastic stability analysis of launch vehicles using reduced-order model
errAerospace Science and Technology
IF5.8
err2025-09-15
err0
PREAI
errXiaonan Shi; Chuanqiang Gao; Kai Liu; Weiwei Zhang
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errSave
FENN: Feature-enhanced neural network for solving partial differential equations involving fluid mechanics
errJournal of Computational Physics
IF3.8
err2025-09-10
err0
PREAI
errJiahao Song; Wenbo Cao; Weiwei Zhang
errShare
errSave
Scaling function learning: A sparse aerodynamic data reconstruction method for various aircraft shapes
errChinese Journal of Aeronautics
IF5.7
err2025-09-02
err0
errOAAI
errHaitao LIN; Xu WANG; Weiwei ZHANG
errShare
errSave
Data-enabled discovery of specific and generalisable turbulence closures
errJOURNAL OF FLUID MECHANICS
IF3.9
err2025-07-25
err1
PREAI
errYang, Zhongxin; Shan, Xianglin; Yang, Xiang I. A.; Zhang, Weiwei
errShare
errSave
Multisource aerodynamic data reconstruction method using an enhanced multifidelity neural network
errEngineering Applications of Artificial Intelligence
IF8
err2025-07-18
err0
PREAI
errXu Wang; Huailu Li; Haitao Lin; Hui Tang; Weiwei Zhang
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errSave

Research Directions

气动弹性力学流体力学与神经网络/大数据/人工智能等新兴领域的交叉方向新概念飞行器空气动力学理论与计算流体力学流动主动/被动控制
Co-authors
Cooperation Journals
张
张军 (Jun Zhang)
H-index: 124 · Papers: 4.5K
G
Guibin Jiang
H-index: 124 · Papers: 1.5K
M
Michael V. Swain
H-index: 101 · Papers: 882
W
Wanli Ouyang
H-index: 100 · Papers: 778
H
Haile Ma
H-index: 96 · Papers: 929
View more