277 citations
- Chinese Academy of SciencesCN122 papers
- University of Chinese Academy of SciencesCN68 papers
- Bulgarian Academy of SciencesBG65 papers
- State Key Laboratory of Nonlinear Mechanics17 papers
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- University of StuttgartDE12 papers
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Showing 2024 · physics.flu-dynShow all
3 papers · 2 filters
physics.flu-dyn2024
Instability in centrifugally stable shear flows
Kengo Deguchi, Ming Dong
We investigate the linear instability of flows that are stable according to Rayleigh's criterion for rotating fluids. Using Taylor-Couette flow as a primary test case, we develop l…
physics.flu-dyn2024★ 18 cited
A wall model for separated flows: embedded learning to improve a posteriori performance
Zhideng Zhou, Xin-lei Zhang, Guo-wei He +1
The development of a wall model using machine learning methods for the large-eddy simulation (LES) of separated flows is still an unsolved problem. Our approach is to leverage the…
physics.flu-dyn2024★ 28 cited
A Framework of Data Assimilation for Wind Flow Fields by Physics-informed Neural Networks
Chang Yan, Shengfeng Xu, Zhenxu Sun +3
Various types of measurement techniques, such as Light Detection and Ranging (LiDAR) devices, anemometers, and wind vanes, are extensively utilized in wind energy to characterize t…