Books and review articles

Data-Driven Fluid Mechanics Duriez, Brunton & Noack 2016 Springer Noack , Morzynski & Tadmor 2011 Springer
  • Brunton, S. L., Noack, B. R. & Koumoutsakos, P. (2020) "Machine learning for fluid mechanics". Annual Reviews of Fluid Mechanics 52., 477--508.
    (OpenAccess)
  • Brunton, S. L. & Noack, B. R. (2015) "Closed-loop turbulence control: Progress and challenges". Applied Mechanics Reviews 67(5), article 050801, 1-48.
    (html) (pdf) (BibTeX)
  • Mendez, M. A., Ianiro, A., Noack, B. R. & Brunton, S. L. (2023) "Data-Driven Fluid Mechanics: Combining First Principles and Machine Learning". Cambridge University Press. (html)
  • Duriez, T., Brunton, S. L. & Noack, B. R. (2017) "Machine Learning Control - Taming Nonlinear Dynamics and Turbulence." Series 'Fluid Mechanics and Its Applications 116, Springer-Verlag.
    (html) Powered by OpenMLC.
  • Noack, B. R. Morzynski, M. & Tadmor, G.(eds.) (2011) "Reduced-Order Modelling for Flow Control." Series 'CISM Courses and Lectures' 528, Springer-Verlag, Vienna.
    (html)
  • Cornejo Maceda, G. Y., Lusseyran, F. & Noack, B. R. (2022) "xMLC---A Toolkit for Machine Learning Control" Series 'Machine Learning Tools for Fluid Mechanics' 2, Technische Universität Braunschweig, Germany.
    (PDF + Software)
  • Semaan, R., Fernex, D., Weiner, A. & Noack, B.R. (2011) "xROM --- A Toolkit for Reduced-Order Modeling of Fluid Flows." Series 'Machine Learning Tools for Fluid Mechanics' 1, Universitätsbibliothek der Technischen Universität Braunschweig, Germany.
    (html) Powered by xROM.

Patents

  • F. BERTOLOTTI, D. LISCINSKY, V. NARDONE, M. SAHM, B.R. NOACK, & D. SABATINO (2009) "Arrangement for controlling fluid jets injected into a fluid stream," United States Patent 2009/0032615 A1 published Feb,. 5, 2009
  • S. NARAYANAN, B.R. NOACK, A. BANASZUK & A.I. KHIBNIK (2002) "Active Separation Control Concept: Dynamic Forcing Of Induced Separation Using Harmonically Related Frequency Components," United States Patent 6,360,763 accepted March 26, 2002 (html)

Software

  • Fluidic Pinball, a direct numerical simulation tool for flow control;
  • xROM, a software package for reduced-order modeling;
  • OpenMLC, a software package for machine learning control;

Publications


Some of these documents are copyright of the journals and proceedings in which they are published. They are available here for individual (personal) use only and may not be distributed without permission.

Selected representative research publications are highlighted in yellow. Introductory publications or magni opi are marked in gold.

Google profile Publications

2023

  • Li, S.Q., Liu, Y.T., Jiang, Z.T., Hu, G., Raps, F. & Noack, B.R. (2023) Aerodynic characterization of a fan array wind generator. Submitted manuscript.
  • Mendez, M. A., Ianiro, A., Noack, B. R. & Brunton, S. L. (2023) "Data-Driven Fluid Mechanics: Combining First Principles and Machine Learning". Cambridge University Press. (html)
  • Semaan, R., Oswalds, P., Cornejo Maceda, G. Y. &l; Noack, B.~R. (2023) Symmetry-informed reinforcement learning and its application to the attitude control of quadrotors. Experiments in Fluids 64, 59:1-27 (html)
  • Huang, J., Zeng, W., Xiong, J., Noack, B.R., Hu, G., Liu, S., Xu, Y. & Cao, H. (2023) Symmetry-informed reinforcement learning and its application to the attitude control of quadrotors. IEEE Transactions on Artificial Intelligence (html)
  • Shaqarin, T. & Noack, B.~R. (2022) A fast converging particle swarm optimization through targeted, position-mutated, elitism (PSO-TPME). International Journal of Computational Intelligent Systems 16 article 6:1-17. (html)
  • Chen, W.L., Yan, Y.H., Ji, C., Alam, Md.M., Srinii, N., Noack, B.R & Deng, N.. (2023) Revisit the intrinsic features of flip-flopping flow behind side-by-side circular cylinders. Submitted manuscript.
  • Cornejo Maceda, G. Y., Varon, E., Lusseyran, F. & Noack, B. R. (2023) Stabilization of a multi-frequency open cavity flow with gradient-based machine learning control. Journal of Fluid Mechanics 955, A20:1--49. (html)
  • Farzamnik, E., Ianiro, A., Discetti, S., Deng, N., Oberleithner, K., Noack, B. R. & Guerrero, V. (2022) From snapshots to manifolds - A tale of shear flows. Journal of Fluid Mechanics 955, A34:1:24. (html)
  • Chen, W.J., Wang, Q.L., Yan, L., G. Hu & Noack, B.R. (2023) Deep reinforcement learning-based active flow control of vortex-induced vibration of a square cylinder (Featured article). Physics of Fluids 35 053610:1-29. (html)
  • Wang, T.Y., Yang, Y., Chen, X.W., Li, P.Y., Iollo, A., Cornejo Maceda, G.Y. & Noack, B.R. (2023) Cluster-based control for net drag reduction for the fluidic pinball. Physics of Fluids 35 055105:1--14. (html)
  • Wang, X., Cornejo Maceda, G. Y., Deng, N. & Noack, B.R. (2023) Cluster-based control for net drag reduction for the fluidic pinball. Physics of Fluids 35 023601:1--16. (html)

2023

  • Blanchard, A., Cornejo Maceda, G. Y., Fan, D., Li, Y., Zhou, Y., Noack, B. R. & Sapsis, T. (2022) Bayesian optimization of active flow control. Acta Mechanica Sinica 37, 1786-1798. (WWW).
  • Yu, J. Fan, D., Noack, B. R.\ & Zhou, Y (2022) Genetic-algorithm-based artificial intelligence control of a turbulent boundary layer. Acta Mechanica Sinica 37, 1739--1747. (WWW).
  • Zhang, W.W. & Noack, B. R. (2022) Artificial intelligence in fluid mechanics. Acta Mechanica Sinica 37, 1715-1717. (WWW).
  • Cornejo Maceda, G. Y., Lusseyran, F. & Noack, B. R. (2022) "xMLC---A Toolkit for Machine Learning Control" Series 'Machine Learning Tools for Fluid Mechanics' 2, Technische Universität Braunschweig, Germany.
    (PDF + Software)
  • Deng, N., Noack, B. R., Morzynski, M., & Pastur, L.~R. (2022) Cluster-based hierarchical network model of the fluidic pinball --- Cartographing transient and post-transient, multi-frequency, multi-attractor behaviour. Journal of Fluid Mechanics 934, A24, 1--44. (OpenAccess).
  • Li, S.Q., Li, W. & Noack, B.~R. (2022) Non-Linear, control-oriented flow estimation for multi-actuator multi-sensor systems exemplified for the fluidic pinball. Journal of Fluid Mechanics 952, A36 (html).
  • Li, Y., Cui, W., Jia, Q., Li, Q., Yang, Z. & Noack, B. R. (2022) Optimization of active drag reduction for a slanted Ahmed body in a high-dimensional parameter space. Journal of Fluid Mechanics 932 A7:1--48. (OpenAccess)
  • Li, S.Q., Li, W. & Noack, B.~R. (2022) Least-order representation of control-oriented flow estimation exemplified for the fluidic pinball. Journal of Physics: Conference Series 2367, article 012024:1--8 (html).
  • Castellanos, R., Cornejo Maceda, G. Y., de la Fuente, I., Noack, B. R., Ianiro, A., & Discetti, S. (2022) Machine learning flow control with few sensor feedback and measurement noise. Submitted manuscript.
  • Hou, C., Deng, N. & Noack, B.~R. (2022) Trajectory-optimized cluster-based network model for the sphere wake. Physics of Fluids 34, 085110:1--19. (html)
  • Wang, Q.L., Yan, L., G. Hu, Li C., Xiao, Y.Q., Xiong, H., Rabault, J. & Noack, B.R. (2022) DRLinFluids---An open-source python platform of coupling Deep Reinforcement Learning and OpenFOAM. Physics of Fluids 34(8), 081801:1--15. (html)

2022

  • Blanchard, A., Cornejo Maceda, G. Y., Fan, D., Li, Y., Zhou, Y., Noack, B. R. & Sapsis, T. (2022) Bayesian optimization of active flow control. Acta Mechanica Sinica 37, 1786-1798. (WWW).
  • Yu, J. Fan, D., Noack, B. R.\ & Zhou, Y (2022) Genetic-algorithm-based artificial intelligence control of a turbulent boundary layer. Acta Mechanica Sinica 37, 1739--1747. (WWW).
  • Zhang, W.W. & Noack, B. R. (2022) Artificial intelligence in fluid mechanics. Acta Mechanica Sinica 37, 1715-1717. (WWW).
  • Cornejo Maceda, G. Y., Lusseyran, F. & Noack, B. R. (2022) "xMLC---A Toolkit for Machine Learning Control" Series 'Machine Learning Tools for Fluid Mechanics' 2, Technische Universität Braunschweig, Germany.
    (PDF + Software)
  • Deng, N., Noack, B. R., Morzynski, M., & Pastur, L.~R. (2022) Cluster-based hierarchical network model of the fluidic pinball --- Cartographing transient and post-transient, multi-frequency, multi-attractor behaviour. Journal of Fluid Mechanics 934, A24, 1--44. (OpenAccess).
  • Li, S.Q., Li, W. & Noack, B.~R. (2022) Non-Linear, control-oriented flow estimation for multi-actuator multi-sensor systems exemplified for the fluidic pinball. Journal of Fluid Mechanics 952, A36 (html).
  • Li, Y., Cui, W., Jia, Q., Li, Q., Yang, Z. & Noack, B. R. (2022) Optimization of active drag reduction for a slanted Ahmed body in a high-dimensional parameter space. Journal of Fluid Mechanics 932 A7:1--48. (OpenAccess)
  • Li, S.Q., Li, W. & Noack, B.~R. (2022) Least-order representation of control-oriented flow estimation exemplified for the fluidic pinball. Journal of Physics: Conference Series 2367, article 012024:1--8 (html).
  • Castellanos, R., Cornejo Maceda, G. Y., de la Fuente, I., Noack, B. R., Ianiro, A., & Discetti, S. (2022) Machine learning flow control with few sensor feedback and measurement noise. Submitted manuscript.
  • Hou, C., Deng, N. & Noack, B.~R. (2022) Trajectory-optimized cluster-based network model for the sphere wake. Physics of Fluids 34, 085110:1--19. (html)
  • Wang, Q.L., Yan, L., G. Hu, Li C., Xiao, Y.Q., Xiong, H., Rabault, J. & Noack, B.R. (2022) DRLinFluids---An open-source python platform of coupling Deep Reinforcement Learning and OpenFOAM. Physics of Fluids 34(8), 081801:1--15. (html)

2021

  • Fernex, D., Semaan, R. & Noack, B. R. (2021) "Generalized cluster-based network model for an actuated turbulent boundary layer." Paper at the Proceedings of the 2021 AIAA SciTech Forum, Nashville, TN, USA.
  • Fernex, D., Weiner, A., Noack, B. R. & Semaan, R. (2021) "Sparse Spatial Sampling: A mesh sampling algorithm for efficient processing of big simulation data." Paper at the Proceedings of the 2021 AIAA SciTech Forum, Nashville, TN, USA.
  • Blanchard, A., Cornejo Maceda, G. Y., Fan, D., Li, Y., Zhou, Y., Noack, B. R. & Sapsis T. (2021) Bayesian optimization of active flow control. Acta Mechanica Sinica (online). Invited contribution to the special issue "Artificial Intelligence in Fluid Mechanics".
  • Cornejo Maceda, G.~Y., Li, Y., Lusseyran, F., Morzynski, M. & Noack, B. R. (2021) Stabilization of the fluidic pinball with gradient-based machine learning control. Journal of Fluid Mechanics 917, article A42:1-43. (OpenAccess).
  • Deng, N., Noack, B. R., Morzynski, M., & Pastur, L. R. (2021) Galerkin force model for transient dynamics of the fluidic pinball. Journal of Fluid Mechanics 918, article A04:1--37 (OpenAccess).
  • Hao Li, Daniel Fernex, JianGuo Tan, Marek Morzynski & Noack, B. R. (2021) Cluster-based network model. Journal of Fluid Mechanics 906, article A21, 1-41. (OpenAccess)
  • Qiao, Z. Minelli, G., Noack, B. R., Krajnovic, S., & Chernoray, V. (2021) "Multi-frequency aerodynamic control of a yawed bluff body optimized with a genetic algorithm." Journal for Wind Engineering and Industrial Applications 212, article 104600
  • Shaqarin, T., Oswald, P., Semaan, R. &l: Noack, B. R. (2021) "Drag reduction of D-shaped bluff-body using linear parameter varying control." Submitted to Physics of Fluids.
  • Fernex, D., Noack, B. R., & Semaan, R. (2021) "Cluster-based network models-From snapshots to complex dynamical systems" Science Advances 7 (25), eabf5006:1..10. (OpenAccess).

2020

  • El-Sayed, Y., Gomes de Paula, N., Genest, B., emaan, R., Radespiel, R., Petersen, J., Behr, C., Wierach, P., & Noack, B. R. (2020) "Active flow control with unsteady Coanda actuation on a high-lift configuration." Submitted paper for the Proceedings of the 2020 AIAA SciTech Forum, Orlando, USA.
  • Brunton, S. L., Noack, B. R. & Koumoutsakos, P. (2020) "Machine learning for fluid mechanics". Annual Reviews of Fluid Mechanics 52., 477--508 (OpenAccess).
  • Fan, D., Zhou, Y, & Noack, B. R. (2020) Fast triple-parameter extremum seeking exemplified for jet control. Experiments in Fluids 61, article 152, 1-13.
  • Albers, M., Meysonnat, P. S., Fernex, D., Semaan, R., Noack, B. R. & Schröder, W. (2020) Drag reduction and energy savings by spanwise travelling transversal surface waves for flat plate flow. Flow, Turbulence and Combustion (online).
  • Deng, N., Noack, B. R., Morzynski, M., & Pastur, L.~R. (2020) Low-order model for successive bifurcations of the fluidic pinball. Journal of Fluid Mechanics 884, A37. (html)
  • Minelli, G., Dong, T., Noack, B. R. & Krajnovic, S. (2020) Upstream actuation for bluff body wake control driven by a genetically inspired optimization. Journal of Fluid Mechanics, 893.
  • Zhou, Y, Fan, D., Zhang, B., Li, R. & Noack, B. R. (2020) Artificial intelligence control of a turbulent jet. Journal of Fluid Mechanics 897, article A27, 1-46.
  • Niven, R. K., Cordier, L. Kaiser, E., Schlegel, M., , Noack, B. R. & Herouard, N (2020) Rethinking the Reynolds transport theorem, Liouville equation, and Perron-Frobenius and Koopman operators: Spatial and generalized parametric forms. Submitted manuscript. (arXiv:1810.06022 [physics.flu-dyn])
  • Raibaudo, C, Zhong, P., Noack, B. R., & Martinuzzi, R. J.. (2020) "Machine learning strategies applied to the control of a fluidic pinball." Physics ofFluids 32, article 015108.
  • Tan, J., Li, H. & Noack, B. R. (2020) "On the cavity-actuated supersonic mixing layer downstream a thick splitter plate." Physics ofFluids (submitted)
  • Fernex, D., Semaan, R., Albers, M., Meysonnat, P., Schröder, W. & Noack, B. R. (2020) Actuation response model from sparse data for wall turbulence drag reduction. Physics Reviews Fluids 5 (7), article 073901.
  • Zheng, Q., Wang, J., Noack, B.~R., Li, H., Wan, M. & Chen, S. . (2020) "Vibrational relaxation in compressible isotropic turbulence with thermal non-equilibrium." Submitted to Physical Reviews Fluids.
  • Lennie, M., Steenbuck, J., Noack, B. R. & Paschereit, C. O. (2019) "Cartographing dynamic stall with machine learning." Wind Energy Science (online). (html)

2019

  • Oswald, P., Semaan, R. & Noack, B. R. (2019) Open- and closed loop control on a D-shaped bluff body equipped with Coanda actuation. Paper, Proceedings of the 2019 AIAA Aviation and Aeronautics Forum and Exposition, Dallas, USA.
  • Cornejo Maceda, G. Y., Noack, B. R., Lusseyran, F., Deng, N., Pastur, L. & Morzynski, M. (2019) Apprentissage automatique de lois de contrôle découlement par programmation génétique. Paper, 24éme Congr\'es Français de Mécanique, Brest, France, Pages 1-8.
  • Pastur, L. R., Deng, N., Morzynski, M. & Noack, B. R. (2019) Reduced-order modeling in the fluidic pinball. In Skiadas, C.~H. & Lubashevsky, I. (eds} 11th Chaos Conference Proceedings, Springer Proceedings in Complexity, Pages 205-214.
  • Fan, D., Zhou, Y., Noack, B. R. (2019) "Triple-input/single-output extremum-seeking control system for jet mixing optimization." Paper 117, 5th Symposium on Fluid Structure-Sound Interactions and Control (FSSIC). Minoa Palace - Resort, Chania, Crete island, Greece.
  • Feng, Y., Fan, D., Noack, B. R., Hu, H. & Zhou, Y. (2019) Large-eddy simulation on jet mixing enhancement using unsteady minijets. Paper 112, 5th Symposium on Fluid Structure-Sound Interactions and Control (FSSIC). Minoa Palace - Resort, Chania, Crete island, Greece.
  • Shaqarin, T., Oswald, P., Semaan, R. & Noack, B. R. (2019) "Closed-loop drag reduction over a D-shaped body via Coanda actuation." Paper 88, 5th Symposium on Fluid Structure-Sound Interactions and Control (FSSIC). Minoa Palace - Resort, Chania, Crete island, Greece.
  • Fan, D., Zhou, Y., Noack, B. R. (2019) "Artificial intelligence control of turbulence (Plenary)" Paper, 5th Symposium on Fluid Structure-Sound Interactions and Control (FSSIC). Minoa Palace - Resort, Chania, Crete island, Greece.
  • Tokarev, M., Minelli, G., Zhang, J., Noack, B. R. & Krajnovic, S. (2019) PIV measurements around a generic truck model in active flow control experiments. Paper, 13th International Symposium on Particle Image Velocimetry---ISPIV 2019, Munich, Germany.
  • Ishar, R., Kaiser, E., Morzynski, M., Fernex, D., Semaan, R., Albers, M., Meysonnet, P., Schröder, W. & Noack, B. R. (2019) Metric for attractor overlap. Journal of Fluid Mechanics 874, pages 720--755. (html)
  • Nair, A., Yeh, C.-A., Kaiser, E., Noack, B. R., Brunton, S.~L. & Tiara, K. (2019) Cluster-based feedback control of turbulent post-stall separated flows. Journal of Fluid Mechanics 875, pages 720--755. (html)
  • Shaqarin, T., Al-Rawajfeh, A., Alshabatat, N. & Noack, B. R. (2019) "H_Infinity control of a granulation process using Smith predictor." Journal of Process Control (in print).
  • Albers, M., Meysonnat, P. S., Fernex, D., Semaan, R., Noack, B. R. & Schröder, W. (2019) Parameter study of turbulent drag reduction by spanwise traveling transversal surface waves. Proceedings in Applied Mathematics and Mechanics 19(1), article e201900178, 1-2.
    • Cornejo Maceda, G. Y., Noack B. R., Lusseyran, F., Deng, N., Pastur, L. & Morzynski, M. (2019) Artificial intelligence control applied to drag reduction of the fluidic pinball. Proceedings in Applied Mathematics and Mechanics 19(1), article e201900268, 1-2.
  • Fernex, D., Semaan, R., Albers, M., Meysonnat, P. S., Schröder, W., Ishar, R., Kaiser, E. & Noack B. R. (2019) Cluster-based network model for drag reduction mechanisms of an actuated turbulent boundary layer. Proceedings in Applied Mathematics and Mechanics, 19(1), article e201900178, 1-2.
  • Li, R., Borée, J., Noack, B. R., Cordier, L. & Harambat, F. (2019) "Wake manipulation of a car model at moderate yaw by lateral fluidic forcing." Physical Reviews Fluids 4 (3), article 034604.
  • Deng, N., Pastur, L. R., Noack, B. R., Cornejo-Maceda, G., Lusseyran, F., Loiseau, J.-C., & Morzynski, M. (2019) Dynamiques transitoires du sillage en << pinball fluidique >>. Paper, 22em Recontre du Non Linéare., Paris, France

2018

  • Fan, D., Zhou, Y. & Noack, B. R. (2018) "Artificial intelligence control of a turbulence jet." Paper, Proceedings of the 21st Australasian Fluid Mechanics Conference (AFMC), Adelaide, Australia.
  • El-Sayed M., Y., Oswald, P., Sattler, S., Pradeep, K., Radespiel, R., Behr, C., Sinapius, M., Petersen, J., Wierach, P., Quade, M., Abel, M., Noack, B. R. & Semaan, R. (2019) "Open- and closed-loop control investigations of unsteady Coanda actuation on a high-lift configuration." Paper 3684, Proceedings of the AIAA Aviation}, Atlanta, Georgia, USA.
  • Li, R., Noack, B. R., Cordier, L., Borée, J., Kaiser, E. & Harambat, F. (2018) "Linear genetic programming control for strongly nonlinear dynamics with frequency crosstalk.". Archives of Mechanics 70 (6), 505-534. (html)
  • Deng, N., Pastur, L. R., Morzynski, M. & Noack, B. R. (2018) Route to chaos in the fluidic pinball. Paper FEDSM2018-83359, Proceedings of the ASME 2018 5th Joint US-European Fluids Engineering Summer, Conference, Montreal, Quebec, Canada.
  • Wu, Z., Zhou, Y., Li, R. & Noack, B. R.. (2018) "Jet mixing optimization using machine learning control". Experiments in Fluids 59, artcle 131, 1-17. (html)
  • Shaqarin, T., Noack, B. R. & Morzynski, M. (2018) "The need for prediction in feedback control of a mixing layer." Fluid Dyn. Research 50 (6), article 065514:1--22.
  • Loiseau, J.-Ch., Noack, B. R. & Brunton, S. L. (2018) "Sparse reduced-order modeling: Sensor-based dynamics to full-state estimation." Journal of Fluid Mechanics 844, 459-490 (online).
  • Li, R., Borée, J. Noack, B.~R., Cordier, L., & Harambat, F. (2018) Drag reduction of a yawed car model by combining fluidic flaps and turbulence control. Paper, 19th International Symposium on the Application of Laser and Imaging Techniques to Fluid Mechanics, Lisbon, Portugal.

2017

  • Pivot, C., Mathelin, L., Cordier, L., Gueniat, F. & Noack, B. R.. (2017) A continuous reinforcement learning strategy for closed-loop control in fluid dynamics. Paper 2017-3566, Proceedings of the 35th AIAA Applied Aerodynamiccs Conference., Denver, CO, USA.
  • Li, R., Noack, B. R., Cordier, L., Borée, J., & Harambat, F. (2017) "Drag reduction of a car model by linear genetic programming control". Experiments in Fluids 58:103 (html).
  • Barros, D., Bouali, Z., Borée, J., Cordier, L., Fortuné, V., Jordan, P., Lamballais,. E., Lehnasch, G., Li, R., Loisier, D. M., Meldi, M., Mura, A., Noack, B. R. & Robin, V. (2017) "Research on Flow, Turbulence and Combustion at the PPRIME Institute," ERCOFTAC Bulletin (submitted).
  • Loiseau, J.-C., Deng, N., Pastur, L., Morzynski, M., Noack, B. R. &l; Brunton, S. L. (2017) Sparse reduced-order modeling of the fluidic pinball. Submitted paper.
  • Chovet, C., Keirsbulck, L., Noack, B. R., Lippert, M., & Foucaut, J. M. (2017) Machine learning control for experimental shear flows targeting the reduction of a recirculation bubble. Paper, Proceedings of the The 20th World Congress of the International Federation of Automatic Control (IFAC), Toulouse, France
  • Raibaudo, C., Zhong, P., Martinuzzi, R. J. & Noack, B. R. (2017) Closed-loop control of a triangular bluff body using rotating cylinders. Paper, Proceedings of the The 20th World Congress of the International Federation of Automatic Control (IFAC), Toulouse, France
  • Barros, D., Borée, J., Cadot, O., Spohn, A. & Noack, B. R. (2017) "Forcing symmetry exchanges and flow reversals in turbulent wakes". Journal of Fluid Mechanics - Rapids (in print).
  • Noack, B.R. & Morzynski, M. (2017) "The Fluidic PinBall - a Toolkit for Multiple-Input Multiple-Output Flow Control (Version 1.0)". Technical Report 02/2017, Chair of Virtual Engineering, Institute of Combustion Engines and Transport, Poznan University of Technology, Poland. See FluidicPinball.com for details.
  • Ferrari, S., Hu, Y., Martinuzzi, R.~J., Kaiser, E., Noack, B. R., Östh, J & Krajnovic, S. (2017) "Visualizing vortex clusters in the wake of a high-speed train." Paper accepted for the IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2017), pages 683-688, Banff, Canada.
  • Kaiser, E., Noack, B. R., Spohn, A., Cattafesta, L. & Morzynski, M. (2017) "Cluster-based control of nonlinear dynamics". Theoretical and Computational Fluid Dynamics (online). (html)
  • Stankiewicz, W., Morzynski, M., Kotecki, K. & Noack, B.R. (2017) "On the need of mode interpolation for data-driven Galerkin models of a transient floow around a sphere". Theoretical and Computational Fluid Mechanics 31(2), 111-126. (html)
  • Barros, D., Borée, J., Spohn, A. & Noack, B. R. (2017) Perturbing shear layers in a turbulent wake. Paper, Proceedings of the 10th International Symposium On Turbulent and Shear Flow Phenomena (TSFP-10).
  • Noack, B. R., Fernex, D. & Semaan, R. (2017) "xROM - a Toolkit for Reduced-Order Modelling of Fluid Flows (Version 1.0)," Reference Manual, LIMSI-CNRS, France and TU Braunschweig, Germany. (PDF) (Download, 112MB) (More information).

2016

  • Kasten, J., Reininghaus, J., Hotz, I., Hege, H.-C., Noack, B.R., Daviller, G., Comte, P. & Morzynski, M. (2016) "Acceleration feature points of unsteady shear flows". Archives of Mechanics 68, 55-80 (html).
  • Debien, A., von Krbek, K. A. F. F., Mazellier, N., Duriez, T. Cordier, L., Noack, B. R., Abel, M.W. & Kourta, A. (2016) "Closed-loop separation control over a sharp-edge ramp using genetic programming". Experiments in Fluids 57 (3), article 40, pages 1-19 (html) Powered by OpenMLC.
  • Li, R., Barros, D., Borée, J., Cadot, O., Noack, B.~R., & Cordier, L. (2016) "Feedback control of bi-modal wake dynamics". Experiments in Fluids 57 (10), article 158, 1-6. (html)
  • Niven, R. K., Noack, B. R., Kaiser, E., Cattafesta, Cordier, L. & Abel, M. W. (2016) "Bayesian cyclic networks, mutual information and reduced-order Bayesian inference (Invited)". Invited submitted manuscript.
  • Minnelli, G., Krajnovic, S., Noack, B. R. & Basara, B. (2016) "Active flow control of a frontstep with a rounded leading edge". Flow, Turbulence, Combustion 97 1235-1254. (html).
  • Stefanescu, R., Noack, B. R. & Sandi, A. (eds) (2016) "Model Reduction and Inverse Pooblems and Data Assimilation with Geophysical Applications." Special issue in honor of I. Michael Navon's 75th birtdhay. Intl. J. Numer. Meth. Fluids 82, 625-630.
  • Noack, B. R. (2016) "From snapshots to modal expansions - Bridging low residuals and pure frequencies." Journal of Fluid Mechanics - Focus on Fluids 802, 1-4.
  • Barros, D., Borée, J., Noack, B.~R., Spohn, A. & Ruiz, T. (2016) "Bluff body drag manipulation using pulsed jets and Coanda effect". Journal of Fluid Mechanics (in print).
  • Hosseini, Z., Noack, B. R. & Martinuzzi, R. J. (2016) "Modal energy flow analysis of a highly modulated wake behind a wall-mounted pyramid." J. Fluid Mech. 798, 751-773 (html)
  • Noack, B. R., Stankiewicz, W., Morzynski & Schmid, P. J. (2016) "Recursive dynamic mode decomposition of a transient cylinder wake." Journal of Fluid Mechanics 809, 843--872. (html) Powered by xROM.
  • Parezanovic, V., Cordier, L., Duriez, T., Noack, B.~R., Bonnet, J.-P., Segond, M., Abel, M. W., & Brunton, S. L. (2016) Frequency selection by feedback control in a turbulent shear-flow. Journal of Fluid Mechanics 797, 247-283 (html) Powered by OpenMLC.
  • Semaan, R., Kumar, P., Burnazzi, M., Tissot, G., Cordier, L. & Noack, B. R. (2016) "Reduced-order modeling of the flow around a high-lift configuration with unsteady Coanda blowing." J. Fluid Mech. 800, 72-110 (html). Powered by xROM.
  • Barros, D., Borée, J., Noack, B.~R., Spohn, A. & Ruiz, T. (2016) "Resonances in the forced turbulent wake past a 3D blunt body". Physics of Fluids 28 (6), article 065104, 1-12 (html).
  • Quade, M., Abel. M., Shafi K., Niven, R. K. & Noack, B. R. (2016) "Prediction of dynamical systems by symbolic regression". Phys. Rev. E 94, article 012214, 1-15.
  • Morzynski, M. & Noack, B.R. (2016) "PinBall - a Toolkit for Multiple-Input Multiple-Output Flow Control (Version 0.1)". Technical Report 01/2016, Chair of Virtual Engineering, Institute of Combustion Engines and Transport, Poznan University of Technology, Poland. This package for flow control contains the Navier-Stokes solver and a Matlab/Octave program for control design. The package is regularly updated.

2015

  • Brunton, S. L. & Noack, B. R. (2015) "Closed-loop turbulence control: Progress and challenges". Applied Mechanics Reviews 67(5), article 050801, 1-48. (html) (pdf)
  • Hosseini, Z., Martinuzzi, R., & Noack, B. R. (2015) "Sensor-based estimation of the velocity in the wake of a low-aspect-ratio pyramid". Experiments in Fluids 56, article 13, 1-16.
  • Berger, Z. P., Shear, P. R., Matthew, G. B., Noack, B. R., Gogineni, S. &, Glauser M. N. (2015) "Active Flow Control for High Speed Jets with Large Window PIV". Flow,Turbulence and Combustion 94, 97-123.
  • Parezanovic, V., Laurentie, J.-C., Duriez, T., Fourment, C., Delville, J., Bonnet, J.-P., Cordier, L., Noack, B. R., Segond, M., Abel, M. W., Shaqarin, T. & Brunton, S. L. (2015) "Mixing layer manipulation experiment -- from periodic forcing to machine learning closed-loop control". Flow,Turbulence and Combustion 94, 155-173.
  • Gautier, N., Aider, J.-L., Duriez, T., Noack, B. R., Segond, M. & Abel, M. W. (2015) "Closed-loop separation control using machine learning". Journal of Fluid Mechanics 770, 242-441 (html) Powered by OpenMLC.
  • Protas, B., Noack, B. R. & Östh, J. (2015) "Optimal nonlinear eddy viscosity in Galerkin models of turbulent flows". Journal of Fluid Mechanics 766, 337-367. Powered by xROM.
  • Schlegel, M. & Noack, B.R. (2015) "On long-term boundedness of Galerkin models". Journal of Fluid Mechanics 765, 325-352. Powered by xROM.
  • Tissot, G., Cordier, L. & Noack, B.R. (2015) "Feedback stabilization of an oscillating vertical cylinder by POD Reduced-Order Model", Journal of Physics: Conference Series 574, article 012137, 1-4.
  • Östh, J., Kaiser, E., Krajnovic, S., & Noack, B. R. (2015) "Cluster-based reduced-order modelling of the flow in the wake of a high speed train". Journal for Wind Engineering and Industrial Applications 147, 327-338. Powered by xROM.

2014

  • Duriez, T., Parezanovic, V., Laurentie, J.-C., Fourment, C., Delville, J., Bonnet, J.-P., Cordier, L., Noack, B.~R., Segond, M., Abel, M. W., Gautier, N., Aider, J.-L., Raibaudo, C., Cuvier, C., Stanislas, M. & Brunton, S. (2014) Closed-loop control of experimental shear layers using machine learning (Invited). Paper, 7th AIAA Flow Control Conference, Atlanta, Georgia, USA. Powered by OpenMLC.
  • Tissot, G., Cordier, L., Benard, N., & Noack, B.R. (2014) "Model reduction using Dynamic Mode Decomposition". Comptes Rendus Mecanique (in print).
  • Cao, Y., Kaiser, E., Boree, J., Noack, B. R., Thomas, L. & Guilan, S. (2014) "Cluster-based analysis of Cycle-to-Cycle Variations. Application to internal combustion engines." Experiments in Fluids 55, article 1837, pages 1-3.
  • Barros, D., Ruiz, T., Borée, J., & Noack, B.~R. (2014) "Control of a three-dimensional blunt body wake using low and high frequency pulsed jets". International Journal of Flow Control 6 (1), 61-76.
  • Kaiser, E. Noack, B.R., Cordier, L., Spohn, A., Segond, M., Abel. M., Daviller, G., Östh, J., Krajnovic, S., & Niven, R.K. (2014) "Cluster-based reduced-order modelling of a mixing layer". J. Fluid Mech. 754, 365-414. (html) (pdf) Powered by xROM.
  • Östh, J., Noack, B. R., Krajnovic, S., Barros, D. & Borée, J. (2014) "On the need for a nonlinear subscale turbulence term in POD models as exemplified for a high Reynolds number flow over an Ahmed body". J. Fluid Mech. 747, 518-544. (html) (pdf) Powered by xROM.
  • <span style="font-variant: small-caps;">Protas, B., Noack, B.R. & Morzynski, M. (2014) "An optimal model identification for oscillatory dynamics with a stable limit cycle". Journal of Nonlinear Science 24 (2), 245-275. Powered by xROM.
  • Tissot, G., Lozano-Duran, A., Cordier, L., Jimenez, J. & Noack, B.R. (2014) "Granger causality in wall-bounded turbulence". Journal of Physics: Conference Series 506 article 012006, 1-14.
  • Tissot, G., Cordier, L. &l; Noack, B.~R. (2019) Feedback stabilization of an oscillating vertical cylinder by POD reduced-order model. Proc. Appl. Math. Mech. 14 (1), 729-730. Special Issue: 85th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Erlangen 2014; Steinmann, P. & Leugering, G. (eds.).
  • Shaqarin, T., Alshabatat, N., & Noack, B.R. (2014) "Stabilization of strange attractors by feedback linearization". Research Journal of Applied Sciences, Engineering and Technology 9 (1), p 43-47.
  • Kasten, J., Reininghaus, J., Hotz, I., Hege, H.-C., Noack, B.R., Daviller, G., Comte, P. & Morzynski, M. (2014) "Acceleration feature points of unsteady shear flows". Manuscript arXiv:1401:2462. (html) (PDF)

2013

  • Noack, B.R. (2013) "Book review: P. Holmes, J.L. Lumley, G. Berkooz & C.W. Rowley 2012 Turbulence, Coherent Structures, Dynamical Systems and Symmetry, Cambridge University Press, 2nd edition". AIAA Journal 51 (12), 2991. (html)
  • Noack, B.R. & Niven, R.K. (2013) "A hierarchy of maximum entropy closures for Galerkin systems of incompressible flows". Journal Comput. Math. Appl. 65(10), 1697--1713. (PDF) (BibTeX) Powered by xROM.
  • Cordier, L., Noack, B.R., Daviller, G., Delvile, J., Lehnasch, G., Tissot, G., Balajewicz, M. & Niven, R.K. (2013) "Control-oriented model identification strategy". Experiments in Fluids 54, Article 1580. Invited paper for the Special Issue 'Flow Control' (eds.: Bonnet, J.-P. & Cattafesta, L.). Powered by xROM.
  • Balajewicz, M., Dowell, E.H. & Noack, B.R. (2013) "Low-dimensional modelling of high-Reynolds-number shear flows incorporating constraints from the Navier-Stokes equation". J. Fluid Mech. 729, 285-308. (html) (pdf) (BibTeX)
  • Bourgeois, J., Noack, B.R & Martinuzzi, R. (2013) "Generalised phase average with applications to sensor-based flow estimation of the wall-mounted square cylinder wake". J. Fluid Mech. 736, 316--350. (html) (pdf) (BibTeX) Powered by xROM.
  • Tissot, G., Cordier, L., Benard, N. & Noack, B.R. (2013) Dynamic mode decomposition of PIV measurements for cylinder wake flow in turbulent regime. Paper in the Proceedings of the 8th International Symposium On Turbulent and Shear Flow Phenomena (TSFP-8).
  • Tissot, G., Cordier, L., Benard, N. & Noack, B.R. (2013) 4D-variational data assimilation for POD reduced-order models. Paper in the Proceedings of the 8th International Symposium On Turbulent and Shear Flow Phenomena (TSFP-8).
  • Berger, Z.P., Berry, M., Shea, P., Noack, B.R., Goginemi, S. & Glauser, M. (2013) Active flow control for high speed jets using advance modelling coupled with PIV. Paper in the Proceedings of the 8th International Symposium On Turbulent and Shear Flow Phenomena (TSFP8).
  • Bourgeois, J.A., Noack, B.R. & Martinuzzi, R.J. (2013) Generalised phase averaging for experimental surface-mounted body wake measurements: 3D coherent structures and dynamical models. Paper in the Proceedings of the 8th International Symposium On Turbulent and Shear Flow Phenomena (TSFP-8).
  • Kaiser, E., Spohn, A., Cordier, L. & Noack, B.R. (2013) Local forcing of laminar separation bubbles. Paper in the Proceedings of the 8th International Symposium On Turbulent and Shear Flow Phenomena (TSFP-8).
  • Östh, J., Krajnovic, S., Barros, D., Cordier, L., Noack, B.R., Boree, J. & Ruiz, T. (2013) Active flow control for drag reduction of vehicles using large eddy simulation, experimental investigations and reduced-order modeling. Paper in the Proceedings of the 8th International Symposium On Turbulent and Shear Flow Phenomena (TSFP-8).
  • Parezanovic, V., Laurentie, J.-C., Fourment, C., Cordier, L., Noack, B.R. & Shaqarin, T. (2013) Modification of global properties of a mixing layer by open/closed loop actuation. Paper in the Proceedings of the 8th International Symposium On Turbulent and Shear Flow Phenomena (TSFP-8).

2012

  • Berger, Z.P., Low, K.L., Glauser, M.N., Kostka, S., Gogineni, S., Noack, B.R. & Cordier, L. (2012) Reduced Order Models for a High Speed Jet with Time-Resolved PIV. Submitted manuscript.
  • Noack, B.R. & Cordier, L. (2012) "xAMC - a Toolkit for Analysis, Modelling and Control of Fluid Flows (Version 3.0)". Technical Report 01/2012, CEAT, Institut Pprime, Poitiers. (PDF) (BibTeX) (Program+data) This minimal package for ROM does all standard tasks for POD Galerkin modelling and is regularly updated. The extended package (with DMD, FTT, ...) is distributed to collaborators.
  • Benard, N., Sujar-Garrido, P., Parezanovic, V., Laurentie, J.-C., Noack, B.R. Bonnet, J.-P. & Moreau, E. (2012) "Modifications of Reynols stresses by localized unsteady forcing". Proceedings of the EASN Workshop on Flight Physics and Propulsion.
  • Morzynski, M., Stankiewicz, W., Thiele, F, Noack, B.R. & Tadmor, G. (2012) "Global stability analysis - a key enabler in reduced-order models and flow control". In the book Reijasse, P., Knight, D., Ivanov, M., & Lipatov, I. (ed.) "Progress in Flight Physics", pages 491-502, EUCASS book series "Advances in Aerospace Sciences", Torus Press, Moscow.
  • Kasten, J., Hotz, I., Noack, B.R. & Hege, H.-C. (2012) "Vortex merge graphs in two-dimensional unsteady flow fields". Accepted paper, Eurographics Conference on Visualization (EuroVis 2012).
  • Noack, B.R. & Niven, R.K. (2012) "A maximum entropy closure for a Galerkin model of an incompressible periodic wake". J. Fluid Mech. 700, 187-213 (html) (pdf) (BibTeX) Powered by xROM.
  • Schlegel, M., Noack, B.R., Jordan, P., Gröschel, E., Schröder, W. Wei, M., Freund, J.B., Lehmann, O., & Tadmor, G. (2012) "On least-order representations for aerodynamics and aeroacoustics". J. Fluid Mech. 697, 387-398. (html) (pdf) (BibTeX) Powered by xROM.
  • Niven, R. K. & Noack, B. R. (2013) "Discussion of Di Vita, A., On Information Thermodynamics and Scale Invariance in Fluid Dynamics". J. Thermod. Cat. 3: e108 (2012). (arXiv:1404.4087 [physics.flu-dyn])

2011

  • Wiederhold, O., King, R., Noack, B.R., Neuhaus, L., Neise, W., Enghard, L. & Swoboda, M. (2011) "Adaptive control in an axial turbomachine - a model-free implementation with short response time". AIAA Journal 49, 1429-1436.
  • Noack, B.R. & Cordier, L. (2011) "xAMC - a Toolkit for Analysis, Modelling and Control of Fluid Flows (Version 2.0)". Technical Report 01/2011, CEAT, Institut Pprime, Poitiers.
  • Tissot, G., Cordier, L. & Noack, B.R. (2011) "Resolution d'un probleme d'assimilation variationnelle 4D-VAR par des modeles reduits POD adaptifs". Proceedings of 20eme Congres Francais de Mecanique.
  • Oberleithner, K., Sieber, M., Nayeri, C.N., Paschereit, C.O., Petz, C., Hege, H.-C., Noack, B.R. & Wygnanski, I. (2011) "Three-dimensional coherent structures in a swirling jet undergoing vortex breakdown: Stability analysis and empirical mode construction". J. Fluid Mech. 679, 383-414. (html) (pdf) (BibTeX)
  • Petz, C., Hege, H.-C., Oberleithner, K., Sieber, M., Nayeri, C.N., Paschereit, C.O., Wygnanski, I. & Noack, B.R. (2011) "Global modes in a swirling jet undergoing vortex breakdown." Phys. Fluids 23 (9), 091102.
  • Tadmor, G., Lehmann, O., Noack, B.R., Cordier, L., Delville, J., Bonnet, J.-P. & Morzynski, M. (2011) "Reduced order models for closed-loop wake control". Philosophical Transactions of the Royal Society A 369 (1940), pages 1513-1523. (html) (PDF) (BibTeX) Powered by xROM.
  • Losse, N.R., King, R., Zengl, M., Rist, U. & Noack, B.R. (2011) "Control of Tollmien-Schlichting instabilities by finite distributed wall actuation". Theoretical and Computation Fluid Dynamics 25, 167-178.

2010

  • Lacarelle, A., Luchtenburg, D.M., Bothien, M.R., Noack, B.R. & Paschereit, C.O. (2010) "A combination of image post-processing tools to identify coherent structures of premixed flames". AIAA Journal, 48(8), p. 1708-1720.
  • Aleksic, K., Luchtenburg, D.M., King, R., Noack, B.R. & Pfeiffer, J. (2010) "Robust nonlinear control versus linear model predictive control of a bluff body wake". AIAA paper, 5th Flow Control Conference.
  • Noack, B.R. & Cordier, L. (2010) "xAMC - a Toolkit for Analysis, Modelling and Control of Fluid Flows (Version 1.0)". Technical Report 01/2010, CEAT, Institut Pprime, Poitiers.
  • Siauw, W.L., Bonnet, J.-P., Tensi, J., Cordier, L., Noack, B.R., Cattafesta III, L. (2010) "Transient dynamics of the flow around a NACA0015 airfoil using fluidic vortex generators". Int. J. Heat and Fluid Flow 31, p. 450-459. (html) (PDF) (BibTeX) Powered by xROM.
  • Noack, B.R., Schlegel, M., Morzynski, M. & Tadmor, G. (2010) "System reduction strategy for Galerkin models of fluid flows". Intl. J. Numer. Meth. Fluids 63(2), p. 231-248. (html) (PDF) (BibTeX) Powered by xROM.
  • Kasten, J., Petz, C., Hotz, I., Noack, B.R., Hege, H.-C. & Tadmor, G. (2010) "Lagrangian feature extraction of the cylinder wake". Phys. Fluids 22(9), 091108. (html) (PDF) (BibTeX)
  • Tadmor, G., Lehmann, O., Noack, B.R. & Morzynski, M. (2010) "Mean field representation of the natural and actuated cylinder wake flow". Phys. Fluids 22, 034102-1..22. (html) (PDF) (BibTeX) Powered by xROM.

2009

  • Wiederhold, O., King, R., Noack, B.R., Neuhaus, L., Neise, W., Enghard, L. & Swoboda, M. (2009) "Extensions of extremum-seeking control to improve the aerodynamic performance of axial turbomachines". AIAA Paper 092407
  • Lacarelle, A., Faustmann, T., Greenblatt, D., Paschereit, C.-O., Lehmann, O., Luchtenburg, D.M. & Noack, B.R. (2009) "Spatio-temporal characterization of a conical swirler flow field under strong forcing". ASME Journal of Engineering for Gas Turbines & Power 131(3), Article number 031504, p. 1-12. (PDF) (BibTeX)
  • Ahlborn, B., Curzon, F., Noack, B.R., Schlegel, M. & Tadmor, G. (2009) "Thermodynamics of turbulence". JETC X.
  • Tadmor, G., Noack, B.R., Schlegel, M., Morzynski, M. & Kelley, S. (2009) "Mean field models and finite-time thermodynamics: A unified framework for low order, multi-scale Galerkin models of fluid flows". JETC X.
  • Luchtenburg, D.M., Günther, B., Noack, B.R., King, R. & Tadmor, G. (2009) "Generalized mean-field model of natural and actuated flows over a high-lift configuration." J. Fluid Mech. 623, 283-316. (html) (pdf) (BibTeX) Powered by xROM.
  • Luchtenburg, D.M., Noack, B.R. & Schlegel, M. (2009) "An introduction to the POD Galerkin method for fluid flows with analytical examples and MATLAB source codes", Technical Report 01/2009, Chair in Reduced-Order Modelling for Flow Control, Department of Fluid Dynamics and Engineering Acoustics, Berlin Institute of Technology, Germany (PDF) (matlab sources) (BibTeX)
  • Siauw, W.L., Bonnet, J.-P., Tensi, J., Cordier, L., Noack, B.R., Cattafesta III, L. (2009) "Transient dynamics of the flow around a NACA0015 airfoil using fluidic vortex generators". Sixth International Symposium on Turbulence and Shear Flow Phenomena (TSFP-6)
  • Kasten, J., Petz, C., Hotz, I., Noack, B.R. & Hege, H.-C. (2009) "Localized finite-time Lyapunov exponent for unsteady flow analysis". In Magnor, M., Rosenhan, B. Theisel, H. (eds), Vision Modeling and Visualization (VMV), p. 265-274.

2008

  • Tadmor, G., Bissex, D., Noack, B.R., Morzynski, M., Colonius, T. & Taira, K. (2008) "Temporal-Harmonic specific POD mode extraction". AIAA paper 2008-4190. (PDF) (BibTeX)
  • Tadmor, G., Bissex, D., Noack, B.R., Morzynski, M., Colonius, T. & Taira, K. (2008) "A fast approximate POD algorithm for long time data trajectories", AIAA paper 2008-4191. (PDF) (BibTeX)
  • King, R., Aleksic, K., Gelbert, G., Losse, N., Muminovic, R., Brunn, A., Nitsche, W., Bothien, M.R., Moeck, J.P., Paschereit, C.O., Noack, B.R., Rist, U. & Zeng, M. (2008) "Model predictive flow control". Invited AIAA paper 2008-3975 (PDF) (BibTeX)
  • Stankiewicz, W., Morzynski, M., Roszak, R., Noack, B.R. & Tadmor, G. (2008) "Reduced order modelling of a flow around an airfoil with a changing angle of attack". Archives of Mechanics 60(6), p. 1-18-
  • Aleksic, K., King, R., Lehmann, O., Noack, B.R., Morzynski, M. & Tadmor, G. (2008) "Nonlinear model predictive control based on a low dimensional model of fluid flow", Paper, Proceedings of the 2nd International Conference on Jets, Wakes and Separated Flows (ICJWSF-2008)
  • Lacarelle, A., Luchtenburg, D.M., Paschereit, C.O. & Noack, B.R. (2008) "Investigating the structure of premixed flames in dependence of acoustic actuation and fuel injection position with OH-chemiluminiscence images", Paper, Proceedings of the 2nd International Conference on Jets, Wakes and Separated Flows (ICJWSF-2008)
  • Schlegel, M., Noack, B.R., Jordan, P. & Tadmor, G. (2008) "Least-order modal flow decompositions for aerodynamic and aeroacoustic goal functionals", Paper, Proceedings of the 2nd International Conference on Jets, Wakes and Separated Flows (ICJWSF-2008)
  • Pastoor, M., Henning, L., Noack, B.R., King, R. & Tadmor, G. (2008) "Feedback shear layer control for bluff body drag reduction." J. Fluid Mech. 608, 161-196. (html) (pdf) (BibTeX)
  • Noack, B.R., Schlegel, M., Ahlborn, B., Mutschke, G., Morzynski, M., Comte, P. & Tadmor, G. (2008) "A finite-time thermodynamics formalism for unsteady flows". J. Non-Equilib. Thermodyn. 33 (2), p. 103-148. (html) (PDF) (BibTeX) Powered by xROM.
  • Stankiewicz, W., Morzynski, M., Noack, B.R. & Tadmor, G. (2008) "Reduced order Galerkin models of flow around NACA-0012 airfoil". Mathematical Modelling and Analysis 13(1), p. 113-122
  • Noack, B.R., Schlegel, M., Ahlborn, B., Tadmor, G., Mutschke, G., Morzynski, M. & Comte, P. (2008) "Finite-time thermodynamics for shear flows: a unifying formalism for instabilities, nonlinear dynamics and statistical physics (Invited)". Proceedings of the MTNS 2008

2007

  • Tadmor, G., Gonzalez, J., Noack, B.R., Lehmann, O., & Morzynski, M. (2007) "Shift modes and transient dynamics in low order design oriented Galerkin models". AIAA Paper 2007-0111. (PDF) (BibTeX)
  • Tadmor, G., Centuori, M.D., Noack, B.R., Luchtenburg, M., Lehmann, O. & Morzynski, M. (2007) "A low order Galerkin design model for feedback flow stabilization over a 2-D airfoil". AIAA Paper 2007-1313. (PDF) (BibTeX)
  • Jordan, P., Tinney, C., Stalnov, O., Schlegel, M. & B.R.NOACK (2007) "Identifying noisy and quiet modes in a jet", AIAA Paper 2007-3702 (PDF) (BibTeX)
  • Gröschel, E., Schröder, W., Schlegel, M., Scouten, J., Noack, B.R. & Comte, P. (2007) "Reduced-order analysis of turbulent jet flow and its noise source", ESIAM: Proceedings 16, 33-50 (html)
  • Noack, B.R., Schlegel, M., Ahlborn, B., Mutschke, G., Morzynski, M., Comte, P. & Tadmor, G. (2007) "A finite-time thermodynamics formalism for unsteady flows - from the onset of vortex shedding to developed homogeneous turbulence". B. Guy & D. Tondeur, Proceedings of the Joint European Thermodynamics Conference.
  • Morzynski, M., Noack, B.R. & Tadmor, G. (2007) "Global stability analysis and reduced order modeling for bluff-body flow control", J. Appl. Theor. Mech. 45(3), p. 621-642
  • Aleksic, K., King, R., Noack, B.R., Lehmann, O., Morzynski, M. & Tadmor, G. (2007) "Nonlinear flow control using a low-dimensional Galerkin model", Proceedings of the IX Triennial International SAUM Conference on Systems, Automatic Control and Measurments

2006

  • Li, F., Banaszuk, A., Tadmor, G., Noack, B.R. & Mehta, P. (2006) "A reduced order Galerkin model for the reacting bluff body flame holder", AIAA Paper 2006-3487 (PDF) (BibTeX)
  • Luchtenburg, M., Tadmor, G., Lehmann, O., Noack, B.R., King, R. & Morzynski, M. (2006) "Tuned POD Galerkin models for transient feedback regulation of the cylinder wake", AIAA Paper 2006-1407. (PDF) (BibTeX)
  • Morzynski, M., Stankiewicz, W., Noack, B.R., Thiele, F. & Tadmor, G. (2006) "Generalized mean-field model with continuous mode interpolation for flow control". AIAA Paper 2006-3488. (PDF) (BibTeX)
  • Pastoor, M., Noack, B.R., King, R. & Tadmor, G. (2006) "Spatiotemporal waveform observers and feedback in shear layer control". AIAA Paper 2006-1402. (PDF) (BibTeX)
  • Noack, B.R. (2006) "Niederdimensionale Modellierung von laminaren und transitionellen Scherströungen". Habilitation thesis, Berlin Institute of Technology. (PDF) (BibTeX)
  • Tadmor, G., Noack, B.R. & Morzynski, M. (2006) "Control oriented models and feedback design in fluid flow systems: A review". Invited IEEEMED Paper, Proceedings of the 14th Mediteranean Conference on Control and Automation

2005

  • Lehmann, O., Luchtenburg, D.M., Noack, B.R., King, R., Morzynski, M., Tadmor, G. (2005) "Wake stabilization using POD Galerkin models with interpolated modes ", Paper 1618, 44th IEEE Conference on Decision and Control and European Control Conference ECC 2005.
  • Pastoor, M., King, R., Noack, B.R., Tadmor, G. (2005) "Observers & feedback control for shear layers", Paper 1608, Proceedings of the 44th IEEE Conference on Decision and Control and European Control Conference ECC 2005
  • Pelivan, I., Noack, B.R., Comte, P. & Cordier, L. (2005) "A low-dimensional Galerkin model of the turbulent mixing layer". Report 01/2005, Hermann-Föttinger-Institut für Ströungsmechanik, Technische Universität Berlin.
  • Morzynski, M., Goujon-Durand, S., Noack, B.R., Wesfried, J.E. & Thiria, B. (2005) "Numerical analysis of the wake control behind a circular cylinder with oscillatory rotation", Paper FM11L_12736, Proceedings of the 21st International Congress of Theoretical and Applied Mechanics 2004, Kluwer Academic Publishers
  • Noack, B.R., Papas, P., Monkewitz, P.A., Morzynski, M. & Tadmor, G. (2005) "Empirical Galerkin models of natural incompressible flow --- Pressure-term and `subgrid' turbulence representations". Paper FM24S_11454, Proceedings of the 21st International Congress of Theoretical and Applied Mechanics 2004, Kluwer Academic Publishers.
  • Pastoor, M., King, R., Noack, B.R., Tadmor, G., Morzynski, M. (2005) "Model-based control of shear flows using low-dimensional Galerkin- and vortex models". Paper FM11L_12624, Proceedings of the 21st International Congress of Theoretical and Applied Mechanics 2004, Kluwer Academic Publishers.
  • Noack, B.R., Papas, P. & Monkewitz, P.A. (2005) "The need for a pressure-term representation in empirical Galerkin models of incompressible shear flow", J. Fluid Mech. 523, 339-365. (html) (pdf) (BibTeX)
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  • Stankiewicz, W., Morzynski, M., Noack, B.R. & Thiele, F. (2005) "Stability properties of 2D flow around Ahmed body". Proceedings of the 10th International Conference: Mathematical Modelling and Analysis. (PDF) (BibTeX)

2004

  • Noack, B.R., Tadmor, G. & Morzynski, M. (2004) "Actuation models and dissipative control in empirical Galerkin models of fluid flows". Paper FrP15.6, 2004 American Control Conference. (PDF) (BibTeX)
  • Tadmor, G. & Noack, B.R. (2004) "Dynamic estimation for reduced Galerkin models of fluid flows". Paper WeM18.1, 2004 American Control Conference. (PDF) (BibTeX)
  • Noack, B.R., Tadmor, G. & Morzynski, M. (2004) "Low-dimensional models for feedback flow control. Part I: Empirical Galerkin models". AIAA Paper 2004-2408. (PDF) (BibTeX)
  • Tadmor, G., Noack, B.R., Morzynski, M. & Siegel, S. (2004) "Low-dimensional models for feedback flow control. Part II: Observer and controller design". AIAA Paper 2004-2409. (PDF) (BibTeX)
  • Schlegel, M., Noack, B.R. & Tadmor, G. (2004) "Low-dimensional Galerkin models and control of transitional channel flow". Report 01/2004, Hermann-Föttinger-Institut für Ströungsmechanik, Technische Universität Berlin. (ask Bernd for reprint)
  • Morzynski, M. & Noack, B.R. (2004) "Sterowamie oplywem wokol cial cylindrycznych przy pomocy poprzecznego ruchu oscylacyjnego --- symulacja numeryczna i modelle". In Proceedings of the XVI Krajowa Konferencja Mechaniki Plynow (ask Marek for reprint)
  • Noack, B.R., Mezic, I., Banaszuk, A. & Tadmor, G. (2004) "Optimal mixing in recirculation zones", Phys. Fluids 16 (4), p. 867-888. (html) (PDF) (BibTeX)
  • Noack, B.R., Pelivan, I., Tadmor, G., Morzynski, M. & Comte, P. (2004) "Robust low-dimensional Galerkin models of natural and actuated flows". W. Schröder & P. Trötsch (editors), Proceedings of the Fourth Aeroacoustics Workshop. (ask Bernd for PDF file)

2003

  • Gerhard, J., Pastoor, M., King, R., Noack, B.R., Dillmann, A., Morzynski, M. & Tadmor, G. (2003) "Model-based control of vortex shedding using low-dimensional Galerkin models", AIAA Paper 2003-4262 (PDF) (BibTeX)
  • Pastoor, M., King, R., Noack, B.R., Dillmann, A. & Tadmor, G. (2003) "Model-based coherent-structure control of turbulent shear flows using low-dimensional vortex models". AIAA Paper 2003-4261. (PDF) (BibTeX)
  • Tadmor, G., Noack, B.R., Dillmann, A., Gerhard, J., Pastoor, M., King, R. & Morzynski, M. (2003) "Control, observation and energy regulation of wake flow instabilities". Paper WeM10-4, 42nd IEEE Conference on Decision and Control 2003 . (PDF) (BibTeX)
  • Noack, B.R., Afanasiev, K., Morzynski, M., Tadmor, G. & Thiele, F. (2003) "A hierarchy of low-dimensional models of the transient and post-transient cylinder wake". J. Fluid Mech. 497, 335-363. (html) (pdf) (BibTeX) (Program+data) Powered by xROM.
  • Weinkauf, T., Hege, H.-C., Noack, B.R., Schlegel, M. & Dillmann, A. (2003) "Coherent structures in a transitional flow around a backward facing step". Phys. Fluids 15 (9), S3. (html) (PDF) (BibTeX)

2002

  • Narayanan, S., Noack, B.R. & Meiburg, E. (2002) "Reduced-order dynamical modeling of sound generation from a jet," AIAA Paper 2002-0073. (PDF) (BibTeX)
  • Noack, B.R., Papas, P. & Monkewitz, P.A. (2002) "Low-dimensional Galerkin model of a laminar shear-layer". LMF Technical Reports T-02-1, EPFL, Lausanne. (request of PDF file) (html) (BibTeX)
  • Ahlborn, B., Seto, M.L. & Noack, B.R. (2002) "On drag, Strouhal number and vortex street structure," Fluid Dynamics Research 30, 379-399 (html) (PDF) (BibTeX)

2000

  • Coller, B.D., Noack, B.R., Narayanan, S., Banaszuk, A., Khibnik, A.I. (2000) "Reduced-basis model for active separation control in a planar diffuser flow", AIAA Paper 2000-2562 (PDF) (BibTeX)
  • Noack, B.R., Banaszuk, A. & Mezic, I. (2000) "Controlling vortex motion and chaotic advection". Paper INV 4902, Proceedings of the 39th IEEE Conference on Decision and Control 2000 . (request of PDF file) (BibTeX)
  • Copeland, G.S. & Noack, B.R. (2000) "On the Landau model for vortex shedding", Report 2/2000, Hermann-Föttinger-Institut für Ströungsmechanik, Technische Universität Berlin
  • Noack, B.R. & Copeland, G.S. (2000) "On a stability property of ensemble-averaged flow". Report 3/2000, Hermann-Föttinger-Institut für Ströungsmechanik, Technische Universität Berlin.

1990-1999

  • Narayanan, S., Noack, B.R., Banaszuk, A., Khibnik, A.I. (1999) "Dynamic separation control in 2D diffuser, "Internal Report 1.910.9901-4.1, United Technologies Research Center, East Hartford, Connecticut, U.S.A.
  • Noack, B.R. (1999a) "On the flow around a circular cylinder. Part I: laminar and transitional regime", Z. angew. Math. Mech. 79 , p. 223-226 (request of paper copy) (BibTeX)
  • Noack, B.R. (1999b) "On the flow around a circular cylinder. Part II: turbulent regime", Z. angew. Math. Mech. 79 , p. 227-230. (request of paper copy) (BibTeX)
  • Noack, B.R. & Dallmann, U. (1995) "On models and theories for turbulent flows". Report IB 113-95 A33, DLR Institute of Fluid Mechanics, Göttingen. (request of PDF file) (BibTeX)
  • Zhang, H.-Q., Fey, U., Noack, B.R., König, M. & Eckelmann, H. (1995) "On the transition of the cylinder wake". Phys. Fluids 7 (4), p. 779-795. (html) (PDF) (BibTeX)
  • Fiszdon, W., Olszog, T., Stamm, G., Noack, B.R. & Piechna, J. (1994) "Imploding cylindrical temperature pulses in superfluid helium", Acta Mech. [Suppl.] 4 , 313-324
  • Noack, B.R. & Eckelmann, H. (1994) "A global stability analysis of the steady and periodic cylinder wake". J. Fluid Mech. 270 , 297-330. (html) (pdf) (BibTeX)
  • Zhang, H.-Q., Noack, B.R. & Eckelmann, H. (1994) "On centrifugal instabilities in time-dependent flows with axisymmetric boundary conditions". Report 19/1994, Max-Planck-Institut für Strömungsforschung, Göttingen
  • Zhang, H.-Q., Noack, B.R. & Eckelmann, H. (1994) "Numerical computation of the 3-D cylinder wake". Report 3/1994, Max-Planck-Institut für Strömungsforschung, Göttingen
  • Brede, M., Eckelmann, H., König, M. & Noack, B.R. (1994) "Discrete shedding modes of the cylinder wake in a jet with a homogeneous core", Phys. Fluids 6 , 2711-2715 (html) (PDF) (BibTeX)
  • Noack, B.R. & Eckelmann, H. (1994) "A low-dimensional Galerkin method for the three-dimensional flow around a circular cylinder". Phys. Fluids 6, p. 124-143. (html) (PDF) (BibTeX)
  • Noack, B.R. & Eckelmann, H. (1994) "Theoretical investigation of the bifurcations and the turbulence attractor of the cylinder wake". Z. angew. Math. Mech. 74 , T396-T397. (request of reprint) (BibTeX)
  • Noack, B.R. & Eckelmann, H. (1993) "Theoretical investigation of the cylinder wake with a low-dimensional Galerkin method". In Eckelmann, H., J.M.R. Graham, P. Huerre & P.A. Monkewitz (eds.), IUTAM-Symposium for " Bluff Body Wakes, Dynamics and Instabilities", Springer, Berlin, New York, p. 143-146.
  • König, M., Noack, B.R. & Eckelmann, H. (1993): "Discrete shedding modes in the von Kármán vortex street", Phys. Fluids A 5 , 1846-1848 (html) (PDF) (BibTeX)
  • Noack, B.R., König, M. & Eckelmann, H. (1993): "Three-dimensional stability analysis of the periodic flow around a circular cylinder", Phys. Fluids A 5 , p. 1279-1281. (html) (PDF) (BibTeX)
  • Noack, B.R. (1992) "Theoretische Untersuchung der Zylinderumströmung mit einem niedrigdimensionalen Galerkin-Verfahren" (translated: "Theoretical investigation of the cylinder wake with a low-dimensional Galerkin method"). Report 25/1992, Max-Planck-Institut für Strömungsforschung, Göttingen (PhD thesis).
  • Noack, B.R., Ohle, F. & Eckelmann, H. (1992) "Construction and analysis of differential equations from experimental time series of oscillatory systems", Physica D 56 , p. 389-405. (request of reprint) (BibTeX)
  • Noack, B.R. & Eckelmann, H. (1992) "On chaos in wakes". Physica D 56, p. 151-164. (request of reprint) (BibTeX)
  • Noack, B.R., Ohle, F. & Eckelmann, H. (1991) "On cell formation in vortex streets". J. Fluid Mech. 227, 293-308. (html) (pdf) (BibTeX)
  • Noack, B.R. & Eckelmann, H. (1991) "Two-dimensional, viscous, incompressible flow around a circular cylinder". Report 104/1991, Max-Planck-Institut für Strömungsforschung, Göttingen.
  • Noack, B.R. & Eckelmann, H. (1991) "A Galerkin study of the cylinder wake". Report 101/1991, Max-Planck-Institut für Strömungsforschung, Göttingen.
  • Noack, B.R. & Obermeier, F. (1991) "A chaos-theoretical investigation of the wake behind a cylinder", Z. angew. Math. Mech. 71 , T259-T261. (request of paper copy) (BibTeX)
  • Noack, B.R. & Fiszdon, W. (1990) "A numerical method of solution of the one-dimensional equations of turbulent second sound HeII Flows", Report 106/1990, Max-Planck-Institut für Strömungsforschung, Göttingen
  • Noack, B.R. (1990) "Untersuchung chaotischer Phänomene in der Nachlaufströmung eines Kreiszylinders" (translated: "Investigation of chaotic phenomena in the wake of a circular cylinder"), Report 111/1990, Max-Planck-Institut für Strömungsforschung, Göttingen (Diplom thesis)

Last revised: 2011-04-11