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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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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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Artificial intelligence control of a turbulent jet

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

2020

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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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Closed-loop separation control using machine learning

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

2015

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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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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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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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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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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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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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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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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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Sparse reduced-order modelling: sensor-based dynamics to full-state estimation

Journal of fluid mechanics, 2018-06, Vol.844, p.459-490

2018

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The ALPS project release 1.3: Open-source software for strongly correlated systems

Journal of magnetism and magnetic materials, 2007-03, Vol.310 (2), p.1187-1193

2007

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Bluff body drag manipulation using pulsed jets and Coanda effect

Journal of fluid mechanics, 2016-10, Vol.805, p.422-459

2016

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Machine Learning for Fluid Mechanics

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

Artificial intelligence control of a turbulent jet

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

Low-order model for successive bifurcations of the fluidic pinball

Closed-loop separation control using machine learning

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

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

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

Strongly correlated fermions after a quantum quench

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

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

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

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

Sparse reduced-order modelling: sensor-based dynamics to full-state estimation

The ALPS project release 1.3: Open-source software for strongly correlated systems

Bluff body drag manipulation using pulsed jets and Coanda effect

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