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Machine Learning for Fluid Mechanics

Annual review of fluid mechanics, 2020-01, Vol.52 (1), p.477-508

2020

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Closed-Loop Turbulence Control: Progress and Challenges

Applied mechanics reviews, 2015-09, Vol.67 (5)

2015

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On the need for a nonlinear subscale turbulence term in POD models as exemplified for a high-Reynolds-number flow over an Ahmed body

Journal of fluid mechanics, 2014-05, Vol.747 (3), p.518-544

2014

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Machine learning strategies applied to the control of a fluidic pinball

Physics of fluids (1994), 2020-01, Vol.32 (1)

2020

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Artificial intelligence control of a turbulent jet

Journal of fluid mechanics, 2020-08, Vol.897, Article A27

2020

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Closed-loop separation control using machine learning

Journal of fluid mechanics, 2015-05, Vol.770, p.442-457

2015

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Recursive dynamic mode decomposition of transient and post-transient wake flows

Journal of fluid mechanics, 2016-12, Vol.809, p.843-872

2016

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Low-order model for successive bifurcations of the fluidic pinball

Journal of fluid mechanics, 2020-02, Vol.884, Article A37

2020

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On long-term boundedness of Galerkin models

Journal of fluid mechanics, 2015-02, Vol.765, p.325-352

2015

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Three-dimensional coherent structures in a swirling jet undergoing vortex breakdown: stability analysis and empirical mode construction

Journal of fluid mechanics, 2011-07, Vol.679, p.383-414

2011

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Machine Learning Control: Taming Nonlinear Dynamics and Turbulence

1, 2016

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A hierarchy of low-dimensional models for the transient and post-transient cylinder wake

Journal of fluid mechanics, 2003-12, Vol.497, p.335-363, Article S0022112003006694

2003

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Drag reduction of a D-shaped bluff-body using linear parameter varying control

Physics of fluids (1994), 2021-07, Vol.33 (7)

2021

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Can online therapy meaningfully complement psychotherapy? Con

Nervenarzt, 2018-01, Vol.89 (1), p.96-98

2018

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Feedback shear layer control for bluff body drag reduction

Journal of fluid mechanics, 2008-08, Vol.608, p.161-196

2008

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A Fast-Converging Particle Swarm Optimization through Targeted, Position-Mutated, Elitism (PSO-TPME)

International journal of computational intelligence systems, 2023-01, Vol.16 (1), p.1-17, Article 6

2023

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Upstream actuation for bluff-body wake control driven by a genetically inspired optimization

Journal of fluid mechanics, 2020-06, Vol.893, Article A1

2020

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Enhancing Mechanical Safety in Suspension Systems: Harnessing Control Lyapunov and Barrier Functions for Nonlinear Quarter Car Model via Quadratic Programs

Applied sciences, 2024-04, Vol.14 (8), p.3140

2024

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Strongly correlated fermions after a quantum quench

Physical review letters, 2007-05, Vol.98 (21), p.210405-210405, Article 210405

2007

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Generalized phase average with applications to sensor-based flow estimation of the wall-mounted square cylinder wake

Journal of fluid mechanics, 2013-12, Vol.736, p.316-350

2013

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Genetic-algorithm-based artificial intelligence control of a turbulent boundary layer

Acta mechanica Sinica, 2021-12, Vol.37 (12), p.1739-1747

English ed., 2021

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Hybrid-space density matrix renormalization group study of the doped two-dimensional Hubbard model

Physical review. B, 2017-03, Vol.95 (12), p.125125, Article 125125

2017

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From snapshots to modal expansions – bridging low residuals and pure frequencies

Journal of fluid mechanics, 2016-09, Vol.802, p.1-4

Noack, Bernd R.

2016

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Entanglement structure of the Hubbard model in momentum space

Physical review. B, Condensed matter and materials physics, 2015-12, Vol.92 (23), Article 235116

2015

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Drag Reduction and Energy Saving by Spanwise Traveling Transversal Surface Waves for Flat Plate Flow

Flow, turbulence and combustion, 2020-06, Vol.105 (1), p.125-157

2020

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Machine Learning for Fluid Mechanics

Closed-Loop Turbulence Control: Progress and Challenges

On the need for a nonlinear subscale turbulence term in POD models as exemplified for a high-Reynolds-number flow over an Ahmed body

Machine learning strategies applied to the control of a fluidic pinball

Artificial intelligence control of a turbulent jet

Closed-loop separation control using machine learning

Recursive dynamic mode decomposition of transient and post-transient wake flows

Low-order model for successive bifurcations of the fluidic pinball

On long-term boundedness of Galerkin models

Three-dimensional coherent structures in a swirling jet undergoing vortex breakdown: stability analysis and empirical mode construction

Machine Learning Control: Taming Nonlinear Dynamics and Turbulence

A hierarchy of low-dimensional models for the transient and post-transient cylinder wake

Drag reduction of a D-shaped bluff-body using linear parameter varying control

Can online therapy meaningfully complement psychotherapy? Con

Feedback shear layer control for bluff body drag reduction

A Fast-Converging Particle Swarm Optimization through Targeted, Position-Mutated, Elitism (PSO-TPME)

Upstream actuation for bluff-body wake control driven by a genetically inspired optimization

Enhancing Mechanical Safety in Suspension Systems: Harnessing Control Lyapunov and Barrier Functions for Nonlinear Quarter Car Model via Quadratic Programs

Strongly correlated fermions after a quantum quench

Generalized phase average with applications to sensor-based flow estimation of the wall-mounted square cylinder wake

Genetic-algorithm-based artificial intelligence control of a turbulent boundary layer

Hybrid-space density matrix renormalization group study of the doped two-dimensional Hubbard model

From snapshots to modal expansions – bridging low residuals and pure frequencies

Entanglement structure of the Hubbard model in momentum space

Drag Reduction and Energy Saving by Spanwise Traveling Transversal Surface Waves for Flat Plate Flow

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