| Publication | Year | ||||||||
|---|---|---|---|---|---|---|---|---|---|
|
Artificial intelligence and machine learning in aerodynamics Authors : Jiaqing Kou , Tianbai XiaoJournal : Metascience in Aerospace Journal Reference count : 233 Volume : 1 Pages : 190-218 |
2024 | ||||||||
|
Authors :
Jiaqing Kou
, Esteban Ferrer
Journal : Journal of Computational Physics Journal Reference count : 97 Volume : 472 Pages : 111678 |
2023 | ||||||||
|
Authors :
Jiaqing Kou
, Esteban Ferrer
Journal : Physics of Fluids Journal Reference count : 19 Volume : 35 |
2023 | ||||||||
|
Authors :
Kai Li
, Jiaqing Kou
, Weiwei Zhang
Journal : AIAA Journal Journal Reference count : 54 Volume : 60 Pages : 4413-4427 |
2022 | ||||||||
|
Unsteady aerodynamic prediction for iced airfoil based on multi-task learning Authors : Xu Wang , Jiaqing Kou , Weiwei ZhangJournal : Physics of Fluids Journal Reference count : 49 Volume : 34 |
2022 | ||||||||
|
Unsteady aerodynamic reduced-order modeling based on machine learning across multiple airfoils Authors : Kai Li , Jiaqing Kou , Weiwei ZhangJournal : Aerospace Science and Technology Journal Reference count : 66 Volume : 119 Pages : 107173 |
2021 | ||||||||
|
Data-driven modeling for unsteady aerodynamics and aeroelasticity Authors : Jiaqing Kou , Weiwei ZhangJournal : Progress in Aerospace Sciences Journal Reference count : 436 Volume : 125 Pages : 100725 |
2021 | ||||||||
|
Mode multigrid - A novel convergence acceleration method Authors : Yilang Liu , Weiwei Zhang , Jiaqing KouJournal : Aerospace Science and Technology Journal Reference count : 60 Volume : 92 Pages : 605-619 |
2019 | ||||||||
|
Multi-fidelity modeling framework for nonlinear unsteady aerodynamics of airfoils Authors : Jiaqing Kou , Weiwei ZhangJournal : Applied Mathematical Modelling Journal Reference count : 82 Volume : 76 Pages : 832-855 |
2019 | ||||||||
|
A hybrid reduced-order framework for complex aeroelastic simulations Authors : Jiaqing Kou , Weiwei ZhangJournal : Aerospace Science and Technology Journal Reference count : 70 Volume : 84 Pages : 880-894 |
2019 | ||||||||
|
Dynamic mode decomposition with exogenous input for data-driven modeling of unsteady flows Authors : Jiaqing Kou , Weiwei ZhangJournal : Physics of Fluids Journal Reference count : 65 Volume : 31 |
2019 | ||||||||
|
Reduced-Order Modeling for Nonlinear Aeroelasticity with Varying Mach Numbers Authors : Jiaqing Kou , Weiwei ZhangJournal : Journal of Aerospace Engineering Journal Reference count : 65 Volume : 31 |
2018 | ||||||||
|
Authors :
Jiaqing Kou
, Weiwei Zhang
Journal : European Journal of Mechanics - B/Fluids Volume : 68 Pages : 219 |
2018 | ||||||||
|
An improved criterion to select dominant modes from dynamic mode decomposition Authors : Jiaqing Kou , Weiwei ZhangJournal : European Journal of Mechanics - B/Fluids Journal Reference count : 55 Volume : 62 Pages : 109-129 |
2017 | ||||||||
|
Layered reduced-order models for nonlinear aerodynamics and aeroelasticity Authors : Jiaqing Kou , Weiwei ZhangJournal : Journal of Fluids and Structures Journal Reference count : 53 Volume : 68 Pages : 174-193 |
2017 | ||||||||
|
Multi-kernel neural networks for nonlinear unsteady aerodynamic reduced-order modeling Authors : Jiaqing Kou , Weiwei ZhangJournal : Aerospace Science and Technology Journal Reference count : 96 Volume : 67 Pages : 309-326 |
2017 | ||||||||
|
Novel Wiener models with a time-delayed nonlinear block and their identification Authors : Jiaqing Kou , Weiwei Zhang , Minglang YinJournal : Nonlinear Dynamics Journal Reference count : 59 Volume : 85 Pages : 2389-2404 |
2016 | ||||||||
|
An approach to enhance the generalization capability of nonlinear aerodynamic reduced-order models Authors : Jiaqing Kou , Weiwei ZhangJournal : Aerospace Science and Technology Journal Reference count : 46 Volume : 49 Pages : 197-208 |
2016 | ||||||||