Shengfeng Xu - Concepedia

Author

Shengfeng Xu

Also Known As

Shengfeng Xu, Xu, Shengfeng

Publications

195

Citations

H-Index

Concepts

All Affiliations

Shengfeng Xu is an author at Chinese Academy of Sciences specializing in fluid mechanics, numerical simulation, and engineering.

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	139
2	Computer Science	1	1	17
3	Data Science	1	1	17
4	Physics	1	1	95
5	Space Engineering	1	1	27

Shengfeng Xu

Publications

183

Citations

H-Index

Page 1

	Year	Citations
A practical approach to flow field reconstruction with sparse or incomplete data through physics informed neural network Shengfeng Xu, Zhenxu Sun, Renfang Huang, Acta Mechanica Sinica Numerical AnalysisEngineeringPhysicsIncompressible FlowPhysic Aware Machine Learning	2022	95
Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics Shengfeng Xu, Chang Yan, Guangtao Zhang, Physics of Fluids EngineeringFluid MechanicsTurbulencePhysics-informed Neural NetworksUnsteady Flow	2023	27
Exploring hidden flow structures from sparse data through deep-learning-strengthened proper orthogonal decomposition Chang Yan, Shengfeng Xu, Zhenxu Sun, Physics of Fluids AeroacousticsReduced Order ModelingEngineeringMachine LearningFluid Mechanics	2023	17
On the preprocessing of physics-informed neural networks: How to better utilize data in fluid mechanics Shengfeng Xu, Yuanjun Dai, Chang Yan, Journal of Computational Physics	2025	17
A framework of data assimilation for wind flow fields by physics-informed neural networks Chang Yan, Shengfeng Xu, Zhenxu Sun, Applied Energy	2024	16
Data-driven rapid prediction model for aerodynamic force of high-speed train with arbitrary streamlined head Dawei Chen, Zhenxu Sun, Shuanbao Yao, Engineering Applications of Computational Fluid Mechanics	2022	11

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