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Shufang Song

School of Aeronautics

17H指数
61论文数
1.2K被引数
收录论文 29
发表时间
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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
err分享
err收藏
Manifold learning-based reconstruction and prediction of unsteady flow fields基于流形学习的非定常流场重构与预测
errAerospace Science and Technology
IF5.8
err2026-01-05
err0
PREAI
errShufang Song; Ruixue Li
err分享
err收藏
A robust one-shot method based on adjoint surrogate model for PDE-constrained optimization基于伴随代理模型的一-shot方法，用于偏微分方程约束优化
errJournal of Computational Physics
IF3.8
err2025-12-02
err0
PREAI
errJinpeng Xiang; Wenbo Cao; Shufang Song; Weiwei Zhang
err分享
err收藏
Physics-based pruning neural network for global sensitivity analysis基于物理的剪枝神经网络用于全局敏感性分析
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-06-01
err0
PREAI
errBai, Zhiwei; Song, Shufang
err分享
err收藏
Reliability assessment of stochastic dynamical systems based on physics-informed gaussian process regression基于物理高斯过程回归的随机动力系统可靠性评估
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2025-04-01
err0
PREAI
errBai, Zhiwei; Song, Shufang
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Machine learning for adjoint vector in aerodynamic shape optimization空气动力学形状优化中伴随向量的机器学习
errACTA MECHANICA SINICA
IF4.6
err2021-08-18
err12
errOAAI
errXu, Mengfei; Song, Shufang; Sun, Xuxiang; Chen, Wengang; Zhang, Weiwei
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Quantile based global sensitivity measures
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2019-05-01
err22
errOAAI
errKucherenko, Sergei; Song, Shufang; Wang, Lu
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Different numerical estimators for main effect global sensitivity indices
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2017-09-01
err42
errOAAI
errKucherenko, S.; Song, S.
err分享
err收藏
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
err分享
err收藏

研究方向

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张伟伟 (Weiwei Zhang)
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H 指数: 43 · 论文数: 477
Z
Zhenzhou Lü
H 指数: 39 · 论文数: 220
Z
Zhenzhou Lü
H 指数: 38 · 论文数: 232
Y
Yushan Liu
H 指数: 37 · 论文数: 264
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