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

Bernd R. Noack , Marek Morzynski , Peter J. Schmid
Journal of Fluid Mechanics, 2016, 809, pp.843-872. ⟨10.1017/jfm.2016.678⟩
Article dans une revue hal-01856287v1

On the need of mode interpolation for data-driven Galerkin models of a transient flow around a sphere

W. Stankiewicz , Marek Morzynski , K. Kotecki , Bernd R. Noack
Theoretical and Computational Fluid Dynamics, 2017, 31 (2), pp.111-126. ⟨10.1007/s00162-016-0408-7⟩
Article dans une revue hal-01856269v1

On the control landscape topology

Eurika Kaiser , Ruying Li , Bernd R. Noack
World Congress of the International Federation of Automatic Control, Elsevier, Jul 2017, Toulouse, France
Communication dans un congrès hal-01856264v1

Sparse reduced-order modeling of the fluidic pinball

Jean-Christophe Loiseau , N. Deng , Luc Pastur , Marek Morzyński , Bernd R. Noack , et al.
Journées du GDR Contrôle Des Décollements, Kourta, A., Nov 2017, Orléans, France
Communication dans un congrès hal-01856275v1

Reduced-order modelling of the flow around a high-lift configuration with unsteady Coanda blowing

Richard Semaan , Pradeep Kumar , Marco Burnazzi , Gilles Tissot , Laurent Cordier , et al.
Journal of Fluid Mechanics, 2016, 800, pp.72-110
Article dans une revue hal-01856285v1

Reduced-order modelling for jet noise control

M. Schlegel , Bernd R. Noack , P. Jordan , P. Comte , M. Farge , et al.
Workshop on Noise Generation in Turbulent Jet Flows, DFG-CNRS Research Group FOR 508 (organizers: Juv´, D. & Munz, C.-D.), Lyon, 2008., 2008, Lyon, France
Communication dans un congrès hal-00417350v1

A finite-time thermodynamics of unsteady fluid flows — modelling attractors of simple to complex dynamics

M. Schlegel , Bernd R. Noack , B. Ahlborn , G. Mutschke , M. Morzyński , et al.
European Dynamics Days 2008, Delft, Netherlands. 2008., 2008, Delft, Netherlands
Communication dans un congrès hal-00417325v1

Triple-input/single-output extremum-seeking control system for jet mixing optimization

Dewei Fan , Yu Zhou , Bernd Noack
5th Symposium on Fluid Structure-Sound Interactions and Control, Aug 2019, Minoa Palace - Resort, Chania, Crete island, Greece. pp.27 - 30
Communication dans un congrès hal-02398693v1

Resonances in the forced turbulent wake past a 3D blunt body

Diogo Barros , Jacques Borã©e , Bernd R. Noack , Andreas Spohn
Physics of Fluids, 2016, 28, pp.1-12
Article dans une revue hal-01856282v1
Image document

Machine learning control for experimental turbulent flow targeting the reduction of a recirculation bubble

Camila Chovet , Marc Lippert , Laurent Keirsbulck , Bernd R. Noack , Jean-Marc Foucaut
ASME 2017 Fluids Engineering Division Summer Meeting, Jul 2017, Wiakoloa, United States. ⟨10.1115/FEDSM2017-69272⟩
Communication dans un congrès hal-01856267v1

Machine learning control for experimental shear flows targeting the reduction of a recirculation bubble

Camila Chovet , Laurent Keirsbulck , Bernd R. Noack , Marc Lippert , Jean-Marc Foucaut
The 20th World Congress of the International Federation of Automatic Control, Jul 2017, Toulouse, France. pp.12307-12311, ⟨10.1016/j.ifacol.2017.08.2157⟩
Communication dans un congrès hal-01856265v1

Artificial intelligence control applied to drag reduction of the fluidic pinball

Guy Yoslan Cornejo Maceda , Bernd R. Noack , François Lusseyran , Marek Morzynski , Luc Pastur , et al.
Journées du GDR Contrôle Des Décollements, Nov 2018, Toulouse, France
Communication dans un congrès hal-02387548v1

Closed‑loop separation control over a sharp edge ramp using genetic programming

Antoine Debien , Kai A. A.. F. von Krbek , Nicolas Mazellier , Thomas Duriez , Laurent Cordier , et al.
Experiments in Fluids, 2016, 57 (40), ⟨10.1007/s00348-016-2126-8⟩
Article dans une revue hal-01358992v1
Image document

4D-Var identification of DMD reduced-order models

Gilles Tissot , Laurent Cordier , Bernd Noack
CFM 2015 - 22ème Congrès Français de Mécanique, Aug 2015, Lyon, France
Communication dans un congrès hal-03446223v1

Unstable Periodically Forced Navier-Stokes Solutions---Towards Nonlinear First-Principle Reduced-Order Modeling of Actuator Performance.

Marek Morzyński , Wojciech Szeliga , Bernd Noack
A. Gelfat. Computational Modelling of Bifurcations and Instabilities in Fluid Dynamics, Springer, 2019, 978-3-319-91494-7
Chapitre d'ouvrage hal-02398739v1

Closed-Loop Turbulence Control-From Human to Machine Learning (and Retour)

Bernd R. Noack
Zhou, Y., Kimura, M., Peng, G. Lucey, A.D., & Huang, L. Proceedings of the 4th Symposium on Fluid Structure-Sound Interactions and Control (FSSIC), Springer, pp.23-32, 2019, 978-981-10-7542-1
Chapitre d'ouvrage hal-02398734v1

Prediction of dynamical systems by symbolic regression

Markus Quade , Markus W. Abel , Kamron Shafi , Robert K. Niven , Bernd R. Noack
Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, 2016, 94 (1), pp.15. ⟨10.1103/PhysRevE.94.012214⟩
Article dans une revue hal-01856281v1

Flow physics of separated flow over a NACA 0015 airfoil and detection of flow separation

J.P. Bonnet , W.L. Siauw , L. Cordier , J. Tensi , Bernd R. Noack , et al.
Colloque de synthèse du GDR Contrôle des Décollements, 2009, Orléans, France
Communication dans un congrès hal-00461364v1

Identifying loud and quiet structures in shear flows

M. Schlegel , Bernd R. Noack , E. Groschel , W. Schroder , P. Jordan , et al.
79th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), University of Bremen, Bremen, Germany, 2008., 2008, Bremen, Germany
Communication dans un congrès hal-00417347v1

Identifying loud and quiet structures in shear-flows

M. Schlegel , Bernd R. Noack , E. Groschel , W. Schroeder , P. Jordan , et al.
79th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Bremen, 2008., 2008, Bremen, Germany
Communication dans un congrès hal-00406397v1

Feedback control of bi-modal wake dynamics

Ruying Li , Diogo Barros , Jacques Borã©e , Olivier Cadot , Bernd R. Noack
Experiments in Fluids, 2016, 57, pp.1-6
Article dans une revue hal-01856290v1

Machine Learning for Fluid Mechanics

Steven Brunton , Bernd Noack , Petros Koumoutsakos
Annual Review of Fluid Mechanics, 2020, 52 (1), ⟨10.1146/annurev-fluid-010719-060214⟩
Article dans une revue hal-02398670v1

Artificial Intelligence Control of Turbulence

Dewei Fan , Yu Zhou , Bernd Noack
5th Symposium on Fluid Structure-Sound Interactions and Control (FSSIC), Aug 2019, Minoa Palace - Resort, Chania, Crete island, Greece. pp.1-4
Communication dans un congrès hal-02398697v1
Image document

Stabilization of a multi-frequency open cavity flow with gradient-enriched machine learning control

Guy Y Cornejo Maceda , Eliott Varon , François Lusseyran , Bernd R Noack
Journal of Fluid Mechanics, 2023, 955, pp.A20. ⟨10.1017/jfm.2022.1050⟩
Article dans une revue hal-04114172v1

Optimizing MIMO control for fluidic pinball using machine learning

Guy Yoslan Cornejo Maceda , François Lusseyran , Bernd R. Noack , Marek Morzynski
Joint Annual Meeting of GAMM and DMV, Mar 2018, Munchen, Germany
Communication dans un congrès hal-01856252v1
Image document

From the POD-Galerkin Method to Sparse Manifold Models

Jean-Christophe Loiseau , Steven Brunton , Bernd Noack
Peter Benner. Handbook of Model Order Reduction, Volume 3, De Gruyter, 2021, ⟨10.1515/9783110499001-009⟩
Chapitre d'ouvrage hal-02398729v1

Reduced-order representation of turbulent jet noise

E. Groschel , W. Schroder , M. Schlegel , J. Scouten , Bernd R. Noack , et al.
Euromech Colloquium 467 "Turbulent flow and noise generation", CEMRACS, 2006, Marseille, France
Communication dans un congrès hal-00125962v1

Identifying noisy and quiet modes in a jet

P. Jordan , M. Schlegel , O. Stalnov , Bernd R. Noack , C. E. Tinney
13th AIAA/CEAS Aeroacoustics Conference - 28th AIAA Aeroacoustics Conference, May 2007, Rome, Italy. Paper 2007-3602, ⟨10.2514/6.2007-3602⟩
Communication dans un congrès hal-00177413v1

A unifying formalism on instabilities, non-linear dynamics, and statistical mechanics for unsteady shear flows

Bernd R. Noack , M. Schlegel , B. Ahlborn , G. Tadmor , G. Mutschke , et al.
Semi-plenary conference in Mathematical Theory of Networks and Systems (MTNS08), July 28-August 1, 2008, Virginia Tech., 2008, Blacksburg, United States
Communication dans un congrès hal-00385388v1
Image document

Low-dimensional Flow Models from high-dimensional Flow data with Machine Learning and First Principles

Deng Nan , Luc R. Pastur , Bernd R. Noack
ERCIM News 122: Solving Engineering Problems with Machine Learning., 2020
Autre publication scientifique hal-03195632v1