Data-driven modeling of transonic unsteady flows and efficient analysis of fluid–structure stability

Transonic aeroelasticity: A new perspective from the fluid mode

(2020) Chuanqiang Gao et al.   PROGRESS IN AEROSPACE SCIENCES

Machine Learning for Fluid Mechanics

(2019) Steven L. Brunton et al.   Annual Review of Fluid Mechanics

Modal Analysis of Fluid Flows: Applications and Outlook

(2019) Kunihiko Taira et al.   AIAA JOURNAL

Nonlinear Reduced-Order Models for Transonic Aeroelastic and Aeroservoelastic Problems

(2018) Rui Huang et al.   AIAA JOURNAL

Physics-Based Low-Order Model for Transonic Flutter Prediction

(2018) Max M. J. Opgenoord et al.   AIAA JOURNAL

Characterizing and correcting for the effect of sensor noise in the dynamic mode decomposition

(2016) Scott T. M. Dawson et al.   EXPERIMENTS IN FLUIDS

Parametric model reduction for aeroelastic systems: Invariant aeroelastic modes

(2016) Taehyoun Kim   JOURNAL OF FLUIDS AND STRUCTURES

Discovering governing equations from data by sparse identification of nonlinear dynamical systems

(2016) Steven L. Brunton et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Dynamic Mode Decomposition with Control

(2016) Joshua L. Proctor et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Proper Orthogonal Decomposition Reduced-Order Model for Nonlinear Aeroelastic Oscillations

(2014) Dan Xie et al.   AIAA JOURNAL

Nonlinear Reduced-Order Modeling for Multiple-Input/Multiple-Output Aerodynamic Systems

(2014) Rui Huang et al.   AIAA JOURNAL

Efficient Surrogate Modelling of Nonlinear Aerodynamics in Aerostructural Coupling Schemes

(2014) K. Lindhorst et al.   AIAA JOURNAL

Efficient reduced-order modeling of unsteady aerodynamics robust to flight parameter variations

(2014) Haojie Liu et al.   JOURNAL OF FLUIDS AND STRUCTURES

Koopman-mode decomposition of the cylinder wake

(2013) Shervin Bagheri   JOURNAL OF FLUID MECHANICS

Reduced-Order Aerothermoelastic Framework for Hypersonic Vehicle Control Simulation

(2012) Nathan J. Falkiewicz et al.   AIAA JOURNAL

Efficient Method for Limit Cycle Flutter Analysis Based on Nonlinear Aerodynamic Reduced-Order Models

(2012) Weiwei Zhang et al.   AIAA JOURNAL

Adaptive Reduced-Order-Model-Based Control-Law Design for Active Flutter Suppression

(2012) Gang Chen et al.   JOURNAL OF AIRCRAFT

Dynamic mode decomposition of turbulent cavity flows for self-sustained oscillations

(2011) Abu Seena et al.   INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW

Reduced-Order Nonlinear Unsteady Aerodynamic Modeling Using a Surrogate-Based Recurrence Framework

(2010) Bryan Glaz et al.   AIAA JOURNAL

Dynamic mode decomposition of numerical and experimental data

(2010) PETER J. SCHMID   JOURNAL OF FLUID MECHANICS

Spectral analysis of nonlinear flows

(2009) CLARENCE W. ROWLEY et al.   JOURNAL OF FLUID MECHANICS