Author

Chang Feng Yan

Observed names: Chang Yan, Yan, Chang

Institutions: Chinese Academy of Sciences, Institute of Mechanics, University of Chinese Academy of Sciences

Observed institutions: University of Stuttgart, Chinese Academy of Sciences, Guangzhou Institute of Energy Conversion, Institute of Mechanics, University of Chinese Academy of Sciences

ORCID: 0000-0002-8791-2701

Observed ORCID: 0000-0002-8791-2701

OpenAlex ID: A5001531315

On the preprocessing of physics-informed neural networks: How to better utilize data in fluid mechanics

2025 · Shengfeng Xu, Yuanjun Dai, et al. · Journal of Computational Physics · 49

Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics

2023 · Xu, Shengfeng, Yan, Chang, et al. · Physics of Fluids · 31

A framework of data assimilation for wind flow fields by physics-informed neural networks

2024 · Chang Yan, Shengfeng Xu, et al. · Applied Energy · 30

Exploring hidden flow structures from sparse data through deep-learning-strengthened proper orthogonal decomposition

2023 · Chang Yan, Shengfeng Xu, et al. · Physics of Fluids · 24

On the Preprocessing of Physics-Informed Neural Networks: How to Better Utilize Data in Fluid Mechanics

2024 · Shengfeng Xu, Chang Yan, et al. · SSRN Electronic Journal · 8

Aerodynamic-Aeroacoustic Optimization of a Baseline Wing and Flap Configuration

2022 · Shengjun Ju, Zhenxu Sun, et al. · Applied Sciences · 6

Properties of Municipal Solid Waste Incineration (MSWI) Fly Ash during Heating Process

2012 · Xiao Bo Wang, Zeng Li Zhao, et al. · Applied Mechanics and Materials · 4

A Framework of Data Assimilation for Wind Flow Fields by Physics-Informed Neural Networks

2024 · Chang Yan, Shengfeng Xu, et al. · SSRN Electronic Journal · 3

Inferring Unsteady Wake Flow Fields From Partial Data by Physics-Informed Neural Networks

2022 · Chang Yan, Shengjun Ju, et al. · 2

On the Preprocessing of Physics-informed Neural Networks: How to Better Utilize Data in Fluid Mechanics

2024 · Xu, Shengfeng, Yan, Chang, et al. · arXiv (Cornell University) · 1

A Framework of Data Assimilation for Wind Flow Fields by Physics-informed Neural Networks

2024 · Yan, Chang, Xu, Shengfeng, et al. · arXiv (Cornell University) · 1

On the energy of high-frequency characteristics and the lock-in phenomena of transonic buffet

2023 · Lianyi Wei, Guannan Zheng, et al. · Research Square

Simulation and Application of Fuzzy Control System with Integrator

2011 · Ping Li, Chang Feng Yan, et al. · Advanced materials research

Works count: 14

Citation count: 159

H-index: 6

I10-index: 4