Data-driven modeling for unsteady aerodynamics and aeroelasticity

• Data Assimilation for Transonic Flows Integrating Reduced-Order Models and Active Learning

  2025 AIAA Journal article Physics and Astronomy Model Reduction and Neural Networks

  1

  citations
• Machine-learning-augmented domain decomposition method for near-wall turbulence modeling

  2024 Physical Review Fluids article Engineering Computational Fluid Dynamics and Aerodynamics

  12

  citations
• Modeling Unsteady Flows for Aeroelasticity Through Machine Learning and Data-Driven Methods

  2024 AIAA SciTech Forum conference-paper Physics and Astronomy Model Reduction and Neural Networks cited by 1 patent

  0

  citations
• Aeroelastic reduced-order modeling for efficient static aeroelastic analysis considering geometric nonlinearity

  2023 Journal of Fluids and Structures article Engineering Aeroelasticity and Vibration Control

  14

  citations
• Heterogeneous data-driven aerodynamic modeling based on physical feature embedding

  2023 Chinese Journal of Aeronautics article Physics and Astronomy Model Reduction and Neural Networks Open access

  39

  citations
• Time series prediction of ship course keeping in waves using higher order dynamic mode decomposition

  2023 Physics of Fluids article Physics and Astronomy Model Reduction and Neural Networks

  22

  citations
• Multi-fidelity nonlinear unsteady aerodynamic modeling and uncertainty estimation based on Hierarchical Kriging

  2023 Applied Mathematical Modelling article Physics and Astronomy Model Reduction and Neural Networks

  43

  citations

7 results