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S

Shufang Song

School of Aeronautics

17H-index
61Paper Count
1.2KCitation Count
Published Papers 29
Publication Date
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Physics-constrained graph neural networks for solving adjoint equations
errActa Mechanica Sinica
IF4.6
err2026-01-17
err0
PREAI
errJinpeng Xiang; Shufang Song; Wenbo Cao; Kuijun Zuo; Weiwei Zhang
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Manifold learning-based reconstruction and prediction of unsteady flow fields
errAerospace Science and Technology
IF5.8
err2026-01-05
err0
PREAI
errShufang Song; Ruixue Li
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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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Physics-based pruning neural network for global sensitivity analysis
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-06-01
err0
PREAI
errBai, Zhiwei; Song, Shufang
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errSave
Reliability assessment of stochastic dynamical systems based on physics-informed gaussian process regression
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2025-04-01
err0
PREAI
errBai, Zhiwei; Song, Shufang
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errSave
Efficient multi-fidelity reduced-order modeling for nonlinear flutter prediction
errAEROSPACE SCIENCE AND TECHNOLOGY
IF5.8
err2024-12-01
err0
PREAI
errWang, Xu; Song, Shufang; Peng, Xuhao; Zhang, Weiwei
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High precision aerodynamic heat prediction method based on data augmentation and transfer learning
errAEROSPACE SCIENCE AND TECHNOLOGY
IF5.8
err2024-12-01
err0
PREAI
errWang, Ze; Zhang, Weiwei; Wang, Xu; Song, Shufang
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errSave
Manifold learning-based reduced-order model for full speed flow field
errPHYSICS OF FLUIDS
IF4.3
err2024-08-07
err1
PREAI
errLi, Ruixue; Song, Shufang
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Physics-informed neural network for first-passage reliability assessment of structural dynamic systems
errCOMPUTERS & STRUCTURES
IF4.8
err2023-12-01
err6
PREAI
errBai, Zhiwei; Song, Shufang
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errSave
Copula-based methods for global sensitivity analysis with correlated random variables and stochastic processes under incomplete probability information
errAEROSPACE SCIENCE AND TECHNOLOGY
IF5.8
err2022-10-01
err9
PREAI
errSong, Shufang; Bai, Zhiwei; Wei, Hongkui; Xiao, Yingying
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errSave
Machine learning for adjoint vector in aerodynamic shape optimization
errACTA MECHANICA SINICA
IF4.6
err2021-08-18
err12
errOAAI
errXu, Mengfei; Song, Shufang; Sun, Xuxiang; Chen, Wengang; Zhang, Weiwei
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errSave
Quantile sensitivity measures based on subset simulation importance sampling
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2021-04-01
err5
PREAI
errSong, Shufang; Bai, Zhiwei; Kucherenko, Sergei; Wang, Lu; Yang, Caiqiong
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errSave
A convolutional strategy on unstructured mesh for the adjoint vector modeling
errPHYSICS OF FLUIDS
IF4.3
err2021-03-23
err23
PREAI
errXu, Mengfei; Song, Shufang; Sun, Xuxiang; Zhang, Weiwei
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errSave
A global surrogate model technique based on principal component analysis and Kriging for uncertainty propagation of dynamic systems
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2021-03-01
err40
PREAI
errLiu, Yushan; Li, Luyi; Zhao, Sihan; Song, Shufang
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errSave
Derivative-based new upper bound of Sobol' sensitivity measure
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2019-07-01
err7
PREAI
errSong, Shufang; Zhou, Tong; Wang, Lu; Kucherenko, Sergei; Lu, Zhenzhou
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errSave
Quantile based global sensitivity measures
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2019-05-01
err22
errOAAI
errKucherenko, Sergei; Song, Shufang; Wang, Lu
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errSave
Sparse grid-based polynomial chaos expansion for aerodynamics of an airfoil with uncertainties
errCHINESE JOURNAL OF AERONAUTICS
IF5.7
err2018-05-01
err45
errOAAI
errWu, Xiaojing; Zhang, Weiwei; Song, Shufang; Ye, Zhengyin
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errSave
Modified GMDH-NN algorithm and its application for global sensitivity analysis
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2017-11-01
err14
PREAI
errSong, Shufang; Wang, Lu
errShare
errSave
Different numerical estimators for main effect global sensitivity indices
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2017-09-01
err42
errOAAI
errKucherenko, S.; Song, S.
errShare
errSave
Robust aerodynamic shape design based on an adaptive stochastic optimization framework
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2017-08-09
err30
PREAI
errWu, Xiaojing; Zhang, Weiwei; Song, Shufang
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errSave

Research Directions

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Co-authors
Cooperation Journals
张
张伟伟 (Weiwei Zhang)
H-index: 48 · Papers: 429
Z
Zhufeng Yue
H-index: 43 · Papers: 477
Z
Zhenzhou Lü
H-index: 39 · Papers: 220
Z
Zhenzhou Lü
H-index: 38 · Papers: 231
Y
Yushan Liu
H-index: 37 · Papers: 264
View more