Dynamic mode decomposition and Koopman spectral analysis of boundary layer separation-induced transition

Data-driven resolvent analysis

(2021) Benjamin Herrmann et al.   JOURNAL OF FLUID MECHANICS

Modal extraction of spatiotemporal atomization data using a deep convolutional Koopman network

(2021) S. B. Leask et al.   PHYSICS OF FLUIDS

Response of a flat plate laminar separation bubble to Reynolds number, free-stream turbulence and adverse pressure gradient variation

(2020) Matteo Dellacasagrande et al.   EXPERIMENTS IN FLUIDS

Data-driven nonlinear aeroelastic models of morphing wings for control

(2020) N. Fonzi et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Phase-consistent dynamic mode decomposition from multiple overlapping spatial domains

(2020) Aditya G. Nair et al.   Physical Review Fluids

Adaptive separation control of a laminar boundary layer using online dynamic mode decomposition

(2020) Eric A. Deem et al.   JOURNAL OF FLUID MECHANICS

Dynamic mode decomposition for the inspection of three-regime separated transitional boundary layers using a least squares method

(2019) A. Alessandri et al.   PHYSICS OF FLUIDS

An accurate data base on laminar-to-turbulent transition in variable pressure gradient flows

(2019) D. Simoni et al.   INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW

Dynamic mode decomposition of a direct numerical simulation of a turbulent premixed planar jet flame: convergence of the modes

(2018) Temistocle Grenga et al.   COMBUSTION THEORY AND MODELLING

Variable Projection Methods for an Optimized Dynamic Mode Decomposition

(2018) Travis Askham et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Generalizing Koopman Theory to Allow for Inputs and Control

(2018) Joshua L. Proctor et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Numerical investigation of laminar–turbulent transition in laminar separation bubbles: the effect of free-stream turbulence

(2018) Shirzad Hosseinverdi et al.   JOURNAL OF FLUID MECHANICS

Inspection of the dynamic properties of laminar separation bubbles: free-stream turbulence intensity effects for different Reynolds numbers

(2017) Daniele Simoni et al.   EXPERIMENTS IN FLUIDS

On Convergence of Extended Dynamic Mode Decomposition to the Koopman Operator

(2017) Milan Korda et al.   JOURNAL OF NONLINEAR SCIENCE

Ergodic Theory, Dynamic Mode Decomposition, and Computation of Spectral Properties of the Koopman Operator

(2017) Hassan Arbabi et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

De-biasing the dynamic mode decomposition for applied Koopman spectral analysis of noisy datasets

(2017) Maziar S. Hemati et al.   THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS

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

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

Particle image velocimetry measurements of induced separation at the leading edge of a plate

(2016) J. P. J. Stevenson et al.   JOURNAL OF FLUID MECHANICS

Dynamic Mode Decomposition with Control

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

A Data–Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition

(2015) Matthew O. Williams et al.   JOURNAL OF NONLINEAR SCIENCE

PIV uncertainty quantification from correlation statistics

(2015) Bernhard Wieneke   MEASUREMENT SCIENCE and TECHNOLOGY

Collaborative framework for PIV uncertainty quantification: comparative assessment of methods

(2015) Andrea Sciacchitano et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Parametrized data-driven decomposition for bifurcation analysis, with application to thermo-acoustically unstable systems

(2015) Taraneh Sayadi et al.   PHYSICS OF FLUIDS

Large Eddy Simulation and Extended Dynamic Mode Decomposition of Flow-Flame Interaction in a Lean Premixed Low Swirl Stabilized Flame

(2014) H. Carlsson et al.   FLOW TURBULENCE AND COMBUSTION

Reduced-order representation of near-wall structures in the late transitional boundary layer

(2014) Taraneh Sayadi et al.   JOURNAL OF FLUID MECHANICS

Sparsity-promoting dynamic mode decomposition

(2014) Mihailo R. Jovanović et al.   PHYSICS OF FLUIDS

Vortex formation and vortex breakup in a laminar separation bubble

(2013) Olaf Marxen et al.   JOURNAL OF FLUID MECHANICS

Reduced-order unsteady aerodynamic models at low Reynolds numbers

(2013) Steven L. Brunton et al.   JOURNAL OF FLUID MECHANICS

Analysis of Fluid Flows via Spectral Properties of the Koopman Operator

(2012) Igor Mezić   Annual Review of Fluid Mechanics

Variants of Dynamic Mode Decomposition: Boundary Condition, Koopman, and Fourier Analyses

(2012) Kevin K. Chen et al.   JOURNAL OF NONLINEAR SCIENCE

Low-dimensional modeling of streaks in a wedge flow boundary layer

(2012) María Higuera et al.   PHYSICS OF FLUIDS

Flow temporal reconstruction from non-time-resolved data part I: mathematic fundamentals

(2011) Mathieu Legrand et al.   EXPERIMENTS IN FLUIDS

Large Eddy Simulation of Transitional Separated Flow over a Flat Plate and a Compressor Blade

(2011) Sylvain Lardeau et al.   FLOW TURBULENCE AND COMBUSTION

Stability and receptivity characteristics of a laminar separation bubble on an aerofoil

(2010) L. E. JONES et al.   JOURNAL OF FLUID MECHANICS

Dynamic mode decomposition of numerical and experimental data

(2010) PETER J. SCHMID   JOURNAL OF FLUID MECHANICS

Direct numerical simulation of separated flow in a three-dimensional diffuser

(2010) JOHAN OHLSSON et al.   JOURNAL OF FLUID MECHANICS

Spectral analysis of nonlinear flows

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

Separated-Shear-Layer Development on an Airfoil at Low Reynolds Numbers

(2008) S. Yarusevych et al.   AIAA JOURNAL

Direct numerical simulations of forced and unforced separation bubbles on an airfoil at incidence

(2008) L. E. JONES et al.   JOURNAL OF FLUID MECHANICS