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From active learning to deep reinforcement learning: Intelligent active flow control in suppressing vortex-induced vibration

Physics of fluids (1994), 2021-06, Vol.33 (6)

2021

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Data-driven nonlinear reduced-order modeling of unsteady fluid–structure interactions

Physics of fluids (1994), 2022-05, Vol.34 (5)

2022

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A general integration kernel formulation for immersed boundary method

Physics of fluids (1994), 2024-02, Vol.36 (2)

2024

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Kinematic parameter optimization of a flapping ellipsoid wing based on the data-informed self-adaptive quasi-steady model

Physics of fluids (1994), 2020-04, Vol.32 (4)

2020

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Data-efficient deep reinforcement learning with expert demonstration for active flow control

Physics of fluids (1994), 2022-11, Vol.34 (11)

2022

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Fast transonic flow prediction enables efficient aerodynamic design

Physics of fluids (1994), 2023-02, Vol.35 (2)

2023

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Prediction of wind shear layer for dynamic soaring by using proper orthogonal decomposition and long short term memory network

Physics of fluids (1994), 2023-08, Vol.35 (8)

2023

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Active learning of tandem flapping wings at optimizing propulsion performance

Physics of fluids (1994), 2022-04, Vol.34 (4)

2022

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Fixed-Wing UAV Formation Path Planning Based on Formation Control: Theory and Application

Aerospace, 2024-01, Vol.11 (1), p.1

2024

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Multi-fidelity deep neural network surrogate model for aerodynamic shape optimization

Computer methods in applied mechanics and engineering, 2021-01, Vol.373, p.113485, Article 113485

2021

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Unsteady flow prediction from sparse measurements by compressed sensing reduced order modeling

Computer methods in applied mechanics and engineering, 2022-04, Vol.393, p.114800, Article 114800

2022

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Intelligent perception of tandem flapping wings' flow field environment with sparse detectors

Physics of fluids (1994), 2023-10, Vol.35 (10)

2023

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Parametric unsteady flow modeling by using meta learning

Engineering applications of artificial intelligence, 2023-05, Vol.121, p.105978, Article 105978

2023

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A hybrid algorithm of lattice Boltzmann method and finite difference–based lattice Boltzmann method for viscous flows

International journal for numerical methods in fluids, 2017-12, Vol.85 (11), p.641-661

2017

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Propulsion performance of a two-dimensional flapping airfoil with wake map and dynamic mode decomposition analysis

Physical review. E, 2019-06, Vol.99 (6-1), p.063109-063109, Article 063109

2019

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Bioinspired dynamic soaring simulation system with distributed pressure sensors

Bioinspiration & biomimetics, 2022-05, Vol.17 (3), p.36010

2022

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Learning active flow control strategies of a swept wing by intelligent wind tunnel

Theoretical and applied mechanics letters, 2024-08, p.100543, Article 100543

2024

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Multifidelity kinematic parameter optimization of a flapping airfoil

Physical review. E, 2020-01, Vol.101 (1-1), p.013107-013107, Article 013107

2020

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Access to Empirical Formulations of Combustion Efficiency for Gas Turbine Combustors With Improved Generalization Ability

Journal of thermal science and engineering applications, 2021-04, Vol.13 (2)

2021

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Deep Reinforcement Learning: A New Beacon for Intelligent Active Flow Control

Aerospace Research Communications, 2023-02, Vol.1

2023

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Virtual Stackelberg game coupled with the adjoint method for aerodynamic shape optimization

Engineering optimization, 2018-10, Vol.50 (10), p.1733-1754

2018

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Incorporation of NURBS Boundary Representation with an Unstructured Finite Volume Approximation

Communications in computational physics, 2018-09, Vol.24 (3), p.791-809

2018

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经腹肾次全切建立大鼠心肾综合征模型

中华医学杂志, 2019-02, Vol.99 (6), p.447-452

2019

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Effects of Flow Control Devices on an Airfoil

Advances in Effective Flow Separation Control for Aircraft Drag Reduction, 2020, Vol.52, p.291-310

2020

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Numerical Investigation of Different Burner Arrangement on a Coal-Fired Boiler

2011 Asia-Pacific Power and Energy Engineering Conference, 2011, p.1-5

2011

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From active learning to deep reinforcement learning: Intelligent active flow control in suppressing vortex-induced vibration

Data-driven nonlinear reduced-order modeling of unsteady fluid–structure interactions

A general integration kernel formulation for immersed boundary method

Kinematic parameter optimization of a flapping ellipsoid wing based on the data-informed self-adaptive quasi-steady model

Data-efficient deep reinforcement learning with expert demonstration for active flow control

Fast transonic flow prediction enables efficient aerodynamic design

Prediction of wind shear layer for dynamic soaring by using proper orthogonal decomposition and long short term memory network

Active learning of tandem flapping wings at optimizing propulsion performance

Fixed-Wing UAV Formation Path Planning Based on Formation Control: Theory and Application

Multi-fidelity deep neural network surrogate model for aerodynamic shape optimization

Unsteady flow prediction from sparse measurements by compressed sensing reduced order modeling

Intelligent perception of tandem flapping wings' flow field environment with sparse detectors

Parametric unsteady flow modeling by using meta learning

A hybrid algorithm of lattice Boltzmann method and finite difference–based lattice Boltzmann method for viscous flows

Propulsion performance of a two-dimensional flapping airfoil with wake map and dynamic mode decomposition analysis

Bioinspired dynamic soaring simulation system with distributed pressure sensors

Learning active flow control strategies of a swept wing by intelligent wind tunnel

Multifidelity kinematic parameter optimization of a flapping airfoil

Access to Empirical Formulations of Combustion Efficiency for Gas Turbine Combustors With Improved Generalization Ability

Deep Reinforcement Learning: A New Beacon for Intelligent Active Flow Control

Virtual Stackelberg game coupled with the adjoint method for aerodynamic shape optimization

Incorporation of NURBS Boundary Representation with an Unstructured Finite Volume Approximation

经腹肾次全切建立大鼠心肾综合征模型

Effects of Flow Control Devices on an Airfoil

Numerical Investigation of Different Burner Arrangement on a Coal-Fired Boiler

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