S. R. Ahmed, G. Ramm, and G. Faltin, Some Salient Features Of The Time-Averaged Ground Vehicle Wake, SAE Technical Paper Series, 1984.
DOI : 10.4271/840300

D. E. Aljure, O. Lehmkuhl, I. Rodriguez, and A. Oliva, Flow and turbulent structures around simplified car models, Computers & Fluids, vol.96, pp.122-135
DOI : 10.1016/j.compfluid.2014.03.013

URL : http://upcommons.upc.edu/bitstream/2117/23638/1/turbflowcars.pdf

S. Bagheri, L. Brandt, and D. S. Henningson, Input???output analysis, model reduction and control of the flat-plate boundary layer, Journal of Fluid Mechanics, vol.1994, pp.263-298, 2009.
DOI : 10.1002/(SICI)1099-1239(199903)9:33.0.CO;2-E

C. J. Baker, A simplified analysis of various types of wind-induced road vehicle accidents, Journal of Wind Engineering and Industrial Aerodynamics, vol.22, issue.1, pp.69-85
DOI : 10.1016/0167-6105(86)90012-7

D. Barros, Wake and drag manipulation of a bluff body using fluidic forcing, 2015.

D. Barros, J. Borée, B. R. Noack, and . Spohn, Resonances in the forced turbulent wake past a 3D blunt body, Physics of Fluids, vol.28, issue.6, p.65104
DOI : 10.1115/1.4031175

D. Barros, J. Borée, B. R. Noack, A. Spohn, and T. Ruiz, Bluff body drag manipulation using pulsed jets and Coanda effect, Journal of Fluid Mechanics, vol.341, pp.422-459, 2016.
DOI : 10.1017/S0022112065000162

URL : http://arxiv.org/pdf/1507.02243

D. Barros, J. Borée, O. Cadot, A. Spohn, &. Noack et al., 2017 Forcing symmetry exchanges and flow reversals in turbulent wakes, J. Fluid Mech, vol.829

I. Bayraktar, D. Landman, and O. Baysal, Experimental and Computational Investigation of Ahmed Body for Ground Vehicle Aerodynamics, SAE Technical Paper Series, 2001.
DOI : 10.4271/2001-01-2742

P. W. Bearman, Investigation of the flow behind a two-dimensional model with a blunt trailing edge and fitted with splitter plates, Journal of Fluid Mechanics, vol.198, issue.02, pp.241-255, 1965.
DOI : 10.1017/S0022112065000162

L. Beaudet, 2014Étude2014´2014Étude expérimentale et numérique du décrochage dynamique sur unéuné eoliennè a axe vertical de forte solidité, Ecole Nationale Supérieure de Mécanique et d'Aérotechnique

J. Beaudoin, O. Cadot, J. Aider, and J. Wesfreid, Drag reduction of a bluff body using adaptive control methods, Physics of Fluids, vol.36, issue.8, p.85107, 2006.
DOI : 10.2514/3.45998

R. Becker, M. Garwon, C. Gutknecht, G. Bärwolff, and R. King, Robust control of separated shear flows in simulation and experiment, Journal of Process Control, vol.15, issue.6, pp.691-700, 2005.
DOI : 10.1016/j.jprocont.2004.12.001

N. Benard, J. Pons, P. Periaux, J. F. , C. Bugeda et al., Multi-Input Genetic Algorithm for Experimental Optimization of the Reattachment Downstream of a Backward-Facing-Step with Surface Plasma Actuator, 46th AIAA Plasmadynamics and Lasers Conference, pp.1-23, 2015.
DOI : 10.1088/0957-0233/12/9/307

E. Berger, D. Scholz, and M. Schumm, Coherent vortex structures in thewake of a sphere and a circular disk at rest and under forced vibrations, Journal of Fluids and Structures, vol.4, issue.3, pp.231-257, 1990.
DOI : 10.1016/S0889-9746(05)80014-3

J. Borée, S. Maurel, and R. Bazile, Disruption of a compressed vortex, Physics of Fluids, vol.10, issue.7, pp.2543-2556, 2002.
DOI : 10.1063/1.869607

R. D. Brackston, J. M. García-de-la-cruz, A. Wynn, G. Rigas, and J. F. Morrison, Stochastic modelling and feedback control of bistability in a turbulent bluff body wake, Journal of Fluid Mechanics, vol.222, pp.726-749, 2016.
DOI : 10.1017/jfm.2012.330

P. Bradshaw, Effects of streamline curvature on turbulent flow, Tech. Rep.. Advisory Group for Aerospace Research and Development, 1973.

G. L. Brown and A. Roshko, On density effects and large structure in turbulent mixing layers, Journal of Fluid Mechanics, vol.87, issue.04, pp.775-816
DOI : 10.1017/S002211207400190X

S. L. Brunton and B. R. Noack, 2015 Closed-loop turbulence control: Progress and challenges, Appl. Mech. Rev, vol.67, issue.050801, pp.1-48
DOI : 10.1115/1.4031175

O. Cadot, A. Evrard, and L. Pastur, Imperfect supercritical bifurcation in a three-dimensional turbulent wake, Physical Review E, vol.2011, issue.6, p.63005
DOI : 10.1007/s00348-014-1838-x

URL : https://hal.archives-ouvertes.fr/hal-01164472

L. Cattafesta and M. Shelpak, Actuators for Active Flow Control, Annual Review of Fluid Mechanics, vol.43, issue.1, pp.247-272, 2011.
DOI : 10.1146/annurev-fluid-122109-160634

S. Chaligné, T. Castelain, M. Michard, and D. Juvé, Active control of the flow behind a two-dimensional bluff body in ground proximity, Comptes Rendus M??canique, vol.341, issue.3, pp.289-297, 2013.
DOI : 10.1016/j.crme.2012.10.043

URL : https://hal.archives-ouvertes.fr/hal-00931422

H. Choi, W. Jeon, and J. Kim, Control of Flow Over a Bluff Body, Annual Review of Fluid Mechanics, vol.40, issue.1, pp.113-139, 2008.
DOI : 10.1146/annurev.fluid.39.050905.110149

H. Choi, J. Lee, and H. Park, Aerodynamics of Heavy Vehicles, Annual Review of Fluid Mechanics, vol.46, issue.1, pp.441-468, 2014.
DOI : 10.1146/annurev-fluid-011212-140616

H. Choi, P. Moin, and J. Kim, Active turbulence control for drag reduction in wall-bounded flows, Journal of Fluid Mechanics, vol.199, issue.-1, pp.75-110, 1994.
DOI : 10.1063/1.866450

C. Chovet, L. Keirsbulck, B. R. Noack, M. Lippert, and J. Foucaut, 2017 Machine learning control for experimental shear flows targeting the reduction of a recirculation bubble, The 20th World Congress of the International Federation of Automatic Control (IFAC), pp.1-4

C. Maceda and G. , 2017 Machine learning control applied to wake stabilization. Master's thesis, LIMSI and ENSAM

J. A. Dahan, A. S. Morgans, and S. Lardeau, Feedback control for form-drag reduction on a bluff body with a blunt trailing edge, Journal of Fluid Mechanics, vol.23, pp.360-387
DOI : 10.1007/s003480050217

J. Dandois, E. Garnier, and P. Sagaut, Numerical simulation of active separation control by a synthetic jet, Journal of Fluid Mechanics, vol.574, pp.25-58, 2007.
DOI : 10.1017/S0022112006003995

A. Debien, K. A. Von-krbek, N. Mazellier, T. Duriez, L. Cordier et al., 2016 Closed-loop separation control over a sharp-edge ramp using genetic programming, Exp. Fluids, vol.57, issue.40, pp.1-19
DOI : 10.1007/s00348-016-2126-8

URL : http://arxiv.org/pdf/1508.05268

D. 'hooge, A. Palin, R. Rebbeck, L. Gargoloff, J. Duncan et al., Alternative simulation methods for assessing aerodynamic drag in realistic crosswind, SAE Int. J. Passenger Cars-Mech. Sys, vol.7, pp.2014-2015, 2014.

D. C. Dracopoulos and S. Kent, Genetic programming for prediction and control, Neural Computing & Applications, vol.33, issue.8, pp.214-228, 1997.
DOI : 10.1016/0375-9601(81)90165-1

URL : http://http1.brunel.ac.uk:8080/~cspgssk/documents/nca97/NCA97.ps.gz

E. G. Duell and A. R. George, Measurements in the Unsteady Near Wakes of Ground Vehicle Bodies, SAE Technical Paper Series, 1993.
DOI : 10.4271/930298

E. G. Duell and A. R. George, Experimental Study of a Ground Vehicle Body Unsteady Near Wake, SAE Technical Paper Series, 1999.
DOI : 10.4271/1999-01-0812

R. J. Englar, Advanced Aerodynamic Devices to Improve the Performance, Economics, Handling and Safety of Heavy Vehicles, SAE Technical Paper Series, 2001.
DOI : 10.4271/2001-01-2072

R. J. Englar, Pneumatic Heavy Vehicle Aerodynamic Drag Reduction, Safety Enhancement, and Performance Improvement, The Aerodynamics of Heavy Vehicles: Trucks, Buses, and Trains, pp.277-302, 2004.
DOI : 10.1007/978-3-540-44419-0_26

A. Evrard, O. Cadot, V. Herbert, D. Ricot, R. Vigneron et al., Fluid force and symmetry breaking modes of a 3D bluff body with a base cavity, Journal of Fluids and Structures, vol.61, pp.99-114
DOI : 10.1016/j.jfluidstructs.2015.12.001

URL : https://hal.archives-ouvertes.fr/hal-01249010

O. Evstafyeva, A. S. Morgans, and L. Dalla-longa, 2017 Simulation and feedback control of the Ahmed body flow exhibiting symmetry breaking behaviour, J. Fluid Mech, vol.817

D. Fabre, F. Auguste, and J. Magnaudet, Bifurcations and symmetry breaking in the wake of axisymmetric bodies, Physics of Fluids, vol.20, issue.5, p.51702, 2008.
DOI : 10.1103/PhysRevLett.88.014502

URL : https://hal.archives-ouvertes.fr/hal-00874366

D. Fan, Z. Wu, Y. Zhou, R. Li, and B. Noack, 2017 Optimization of jet mixing using machine learning control

H. E. Fiedler, Control of Free Turbulent Shear Flows, Flow Control, pp.335-429, 1998.
DOI : 10.1007/3-540-69672-5_6

P. J. Fleming and R. C. Purshouse, Evolutionary algorithms in control systems engineering: a survey, Control Engineering Practice, vol.10, issue.11, pp.1223-1241, 2002.
DOI : 10.1016/S0967-0661(02)00081-3

G. Fourrié, L. Keirsbulck, L. Labraga, and P. Gilliéron, Bluff-body drag reduction using a deflector, Experiments in Fluids, vol.96, issue.6???7, pp.385-395, 2011.
DOI : 10.1016/j.jweia.2007.06.042

N. Gao, Y. Q. Li, H. L. Bai, and C. J. Wu, 2016 Effects of synthetic jets on a D-shaped cylinder wake at a subcritical Reynolds number. Flow Turb, Comb, vol.97, issue.3, pp.729-742

J. M. García-de-la-cruz, A. R. Oxlade, and J. Morrison, Passive control of base pressure on an axisymmetric blunt body using a perimetric slit, Physical Review Fluids, vol.2, issue.4, p.43905
DOI : 10.1016/j.jfluidstructs.2015.12.001

M. Garwon and R. King, A MULTIVARIABLE ADAPTIVE CONTROL STRATEGY TO REGULATE THE SEPARATED FLOW BEHIND A BACKWARD-FACING STEP, 16th IFAC World Congress, 2005.
DOI : 10.3182/20050703-6-CZ-1902.01896

N. Gautier, J. Aider, T. Duriez, B. R. Noack, M. Segond et al., 2015 Closed-loop separation control using machine learning, J. Fluid Mech, vol.770, pp.424-441
DOI : 10.1017/jfm.2015.95

URL : http://arxiv.org/pdf/1405.0908

J. Gerhard, M. Pastoor, R. King, B. R. Noack, A. Dillmann et al., Model-based Control of Vortex Shedding Using Low-dimensional Galerkin Models, 33rd AIAA Fluid Dynamics Conference and Exhibit, pp.4262-115, 2003.
DOI : 10.2514/6.2003-4262

D. Geropp and H. J. Odenthal, Drag reduction of motor vehicles by active flow control using the Coanda effect, Experiments in Fluids, vol.28, issue.1, pp.74-85, 2000.
DOI : 10.1007/s003480050010

J. H. Gerrard, The mechanics of the formation region of vortices behind bluff bodies, Journal of Fluid Mechanics, vol.19, issue.02, pp.401-413
DOI : 10.1017/S0022112066001721

A. Glezer, M. Amitay, and A. Honohan, Aspects of Low- and High-Frequency Actuation for Aerodynamic Flow Control, AIAA Journal, vol.43, issue.7, pp.1501-1511, 2005.
DOI : 10.1017/S0022112082002973

M. Gohlke, J. Beaudoin, M. Amielh, and F. Anselmet, Experimental analysis of flow structures and forces on a 3D-bluff-body in constant cross-wind, Experiments in Fluids, vol.340, issue.4, pp.579-594, 2007.
DOI : 10.1007/s00348-007-0341-z

URL : https://hal.archives-ouvertes.fr/hal-00203039

M. Grandemange, Analysis and control of three-dimensional turbulent wakes: from axisymmetric bodies to road vehicles, 2013.
URL : https://hal.archives-ouvertes.fr/pastel-00947364

M. Grandemange, O. Cadot, A. Courbois, V. Herbert, D. Ricot et al., A study of wake effects on the drag of Ahmed??s squareback model at the industrial scale, Journal of Wind Engineering and Industrial Aerodynamics, vol.145, pp.282-291
DOI : 10.1016/j.jweia.2015.03.004

URL : https://hal.archives-ouvertes.fr/hal-01205907

M. Grandemange, M. Gohlke, and O. Cadot, Reflectional symmetry breaking of the separated flow over three-dimensional bluff bodies, Physical Review E, vol.86, issue.3, p.35302
DOI : 10.1016/j.oceaneng.2009.01.006

URL : https://hal.archives-ouvertes.fr/hal-00838864

M. Grandemange, M. Gohlke, and O. Cadot, Bi-stability in the turbulent wake past parallelepiped bodies with various aspect ratios and wall effects, Physics of Fluids, vol.930298, issue.9, p.95103, 2013.
DOI : 10.1007/s00348-012-1299-z

M. Grandemange, M. Gohlke, and O. Cadot, Turbulent wake past a three-dimensional blunt body. Part 1. Global modes and bi-stability, Journal of Fluid Mechanics, vol.133, pp.51-84, 2013.
DOI : 10.1504/IJAD.2011.038847

URL : https://hal.archives-ouvertes.fr/hal-01161541

M. Grandemange, M. Gohlke, and O. Cadot, Turbulent wake past a three-dimensional blunt body. Part 2. Experimental sensitivity analysis, Journal of Fluid Mechanics, vol.21, pp.439-461
DOI : 10.1016/j.jfluidstructs.2009.04.004

URL : https://hal.archives-ouvertes.fr/hal-01161541

M. Grandemange, A. Mary, M. Gohlke, and O. Cadot, Effect on drag of the flow orientation at the base separation of a simplified blunt road vehicle, Experiments in Fluids, vol.49, issue.1???3, p.1529, 2013.
DOI : 10.1016/0167-6105(93)90007-B

URL : https://hal.archives-ouvertes.fr/hal-01228154

E. Guilmineau, Computational study of flow around a simplified car body, Journal of Wind Engineering and Industrial Aerodynamics, vol.96, issue.6-7, pp.1207-1217, 2008.
DOI : 10.1016/j.jweia.2007.06.041

URL : https://hal.archives-ouvertes.fr/hal-00699498

T. Han, D. C. Hammond, and C. J. Sagi, Optimization of bluff body for minimum drag in ground proximity, AIAA Journal, vol.69, issue.2, pp.882-889, 1992.
DOI : 10.1115/1.3242559

L. Henning and R. King, Drag reduction by closed-loop control of a separated flow over a bluff body with a blunt trailing edge, Proceedings of the 44th IEEE Conference on Decision and Control, pp.494-499, 2005.
DOI : 10.1109/CDC.2005.1582204

L. Henning and R. King, Robust Multivariable Closed-Loop Control of a Turbulent Backward-Facing Step Flow, Journal of Aircraft, vol.14, issue.3, pp.201-208, 2007.
DOI : 10.1063/1.1540633

B. B. Herry, L. Keirsbulck, L. Labraga, and J. Paquet, Flow Bistability Downstream of Three-Dimensional Double Backward Facing Steps at Zero-Degree Sideslip, Journal of Fluids Engineering, vol.133, issue.5, p.54501
DOI : 10.1016/S0167-6105(02)00459-2

C. M. Ho and P. Huerre, Perturbed Free Shear Layers, Annual Review of Fluid Mechanics, vol.16, issue.1, pp.365-422, 1984.
DOI : 10.1146/annurev.fl.16.010184.002053

J. Holland, Outline for a Logical Theory of Adaptive Systems, Journal of the ACM, vol.9, issue.3, pp.297-314, 1962.
DOI : 10.1145/321127.321128

J. Howell, Aerodynamic Drag of Passenger Cars at Yaw, SAE International Journal of Passenger Cars - Mechanical Systems, vol.8, issue.1, pp.306-316, 1559.
DOI : 10.4271/2015-01-1559

J. Howell, D. Sims-williams, A. Sprot, F. Hamlin, and R. Dominy, Bluff Body Drag Reduction with Ventilated Base Cavities, SAE International Journal of Passenger Cars - Mechanical Systems, vol.5, issue.1, pp.152-160, 2012.
DOI : 10.4271/2012-01-0171

W. H. Hucho, Aerodynamics of Road Vehicles, Annual Review of Fluid Mechanics, vol.25, issue.1, 1998.
DOI : 10.1146/annurev.fl.25.010193.002413

P. Huerre and P. Monkewitz, Local and Global Instabilities in Spatially Developing Flows, Annual Review of Fluid Mechanics, vol.22, issue.1, pp.473-537
DOI : 10.1146/annurev.fl.22.010190.002353

A. K. Hussain and W. C. Reynolds, The mechanics of an organized wave in turbulent shear flow, Journal of Fluid Mechanics, vol.29, issue.02, pp.241-258, 1970.
DOI : 10.1063/1.1762382

O. Inoue, Double-frequency forcing on spatially growing mixing layers, Journal of Fluid Mechanics, vol.16, issue.-1, pp.553-581, 1992.
DOI : 10.1017/S0022112067002538

P. Joseph, X. Amandolese, C. Edouard, and J. Aider, 2013 Flow control using MEMS pulsed micro-jets on the Ahmed body, Exp. Fluids, vol.54, issue.1, pp.1-12

E. Kaiser, R. Li, and B. Noack, 2017 On the control landscape topology, The 20th World Congress of the International Federation of Automatic Control (IFAC), pp.1-5

E. Kaiser, B. R. Noack, L. Cordier, A. Spohn, M. Segond et al., Cluster-based reduced-order modelling of a mixing layer, Journal of Fluid Mechanics, vol.1, pp.365-414, 2014.
DOI : 10.1017/jfm.2013.83

B. Khalighi, K. H. Chen, and G. Iaccarino, Unsteady Aerodynamic Flow Investigation Around a Simplified Square-Back Road Vehicle With Drag Reduction Devices, Journal of Fluids Engineering, vol.20, issue.6, p.61101
DOI : 10.1017/S0022112095000462

B. Khalighi, S. Zhang, C. Koromilas, S. R. Balkanyi, L. P. Bernal et al., Experimental and Computational Study of Unsteady Wake Flow Behind a Bluff Body with a Drag Reduction Device, SAE Technical Paper Series, 2001.
DOI : 10.4271/2001-01-1042

J. Koza, Genetic programming as a means for programming computers by natural selection, Statistics and Computing, vol.4, issue.2, 1992.
DOI : 10.1007/BF00175355

URL : http://www.genetic-programming.com/jkpdf/scjournalshort.pdf

S. Krajnovi´ckrajnovi´c and L. Davidson, Flow Around a Simplified Car, Part 1: Large Eddy Simulation, Journal of Fluids Engineering, vol.21, issue.5, pp.907-918, 2005.
DOI : 10.1115/1.1989372

S. Krajnovi´ckrajnovi´c and L. Davidson, Flow Around a Simplified Car, Part 2: Understanding the Flow, Journal of Fluids Engineering, vol.285, issue.5, pp.919-928, 2005.
DOI : 10.1146/annurev.fluid.19.1.125

D. Krentel, R. Muminovic, A. Brunn, W. Nitsche, and R. King, Application of Active Flow Control on Generic 3D Car Models, Active flow control II, pp.223-239, 2010.
DOI : 10.1007/978-3-642-11735-0_15

A. Lahaye, A. Leroy, and A. Kourta, Aerodynamic characterisation of a square back bluff body flow, International Journal of Aerodynamics, vol.4, issue.1/2, pp.43-60
DOI : 10.1504/IJAD.2014.057804

URL : https://hal.archives-ouvertes.fr/hal-00918917

N. J. Lawson, K. P. Garry, and N. Faucompret, An investigation of the flow characteristics in the bootdeck region of a scale model notchback saloon vehicle, Proceedings of the Institution of Mechanical Engineers, pp.739-754, 2007.
DOI : 10.1177/095441000421800104

J. Lewalle, Tutorial on continuous wavelet analysis of experimental data. Mechanical Aerospace and Manufacturing Engineering Dept, 1995.

R. Li, D. Barros, J. Borée, O. Cadot, B. R. Noack et al., 2016 Feedback control of bi-modal wake dynamics, Exp. Fluids, vol.57, pp.1-6

R. Li, B. R. Noack, L. Cordier, J. Borée, and . Harambat, F 2017a Drag reduction of a car model by linear genetic programming control, Exp. Fluids, vol.58, issue.103, pp.1-20

R. Li, B. R. Noack, L. Cordier, J. Borée, E. Kaiser et al., F 2017b Linear genetic programming control for strongly nonlinear dynamics with frequency crosstalk

H. Lienhart and S. Becker, Flow and Turbulence Structure in the Wake of a Simplified Car Model, SAE Technical Paper Series, 2003.
DOI : 10.4271/2003-01-0656

H. W. Liepmann and D. M. Nosenchuck, Active control of laminar-turbulent transition, Journal of Fluid Mechanics, vol.118, issue.-1, pp.201-204, 1982.
DOI : 10.1017/S0022112082001037

R. P. Littlewood and M. A. Passmore, Aerodynamic drag reduction of a simplified squareback vehicle using steady blowing, Experiments in Fluids, vol.38, issue.6, pp.519-529
DOI : 10.1016/j.compfluid.2008.01.009

S. Lloyd, Least squares quantization in PCM, originally as an unpublished Bell laboratories Technical Note, pp.129-137, 1956.
DOI : 10.1109/TIT.1982.1056489

URL : http://www.cs.toronto.edu/~roweis/csc2515-2006/readings/lloyd57.pdf

J. Loiseau, B. R. Noack, and S. L. Brunton, 2017 Sparse reduced-order modeling: Sensor-based dynamics to full-state estimation, Submitted J. Fluid Mech

D. M. Luchtenburg, B. Günter, B. R. Noack, R. King, and G. Tadmor, A generalized mean-field model of the natural and high-frequency actuated flow around a high-lift configuration, Journal of Fluid Mechanics, vol.49, pp.283-316, 2009.
DOI : 10.1515/JNETDY.2008.006

P. Meliga, J. Chomaz, and D. Sipp, Global mode interaction and pattern selection in the wake of a disk: a weakly nonlinear expansion, Journal of Fluid Mechanics, vol.102, pp.159-189, 2009.
DOI : 10.1007/978-1-4612-4574-2

URL : https://hal.archives-ouvertes.fr/hal-01002592

M. Minguez, R. Pasquetti, and E. Serre, High-order large-eddy simulation of flow over the ???Ahmed body??? car model, Physics of Fluids, vol.7, issue.9, p.95101, 2008.
DOI : 10.1016/S0065-2156(08)70266-7

S. C. Morris and J. F. Foss, Turbulent boundary layer to single-stream shear layer: the transition region, Journal of Fluid Mechanics, vol.494, pp.187-221, 2003.
DOI : 10.1017/S0022112003006049

J. F. Morrison and A. Qubain, Control of an axisymmetric turbulent wake by a pulsed jet Advances in Turbulence XII pp, pp.225-228, 2009.

S. Narayanan, B. R. Noack, A. Banaszuk, and A. I. Khibnik, Active separation control concept: Dynamic forcing of induced separation using harmonically related frequency, 2002.

C. N. Nayeri, J. Haff, D. Greenblatt, L. Loefdahl, and C. O. Paschereit, Drag Reduction on a Generic Tractor-Trailer using Active Flow Control in Combination with Solid Flaps, The Aerodynamics of Heavy Vehicles II: Trucks, Buses, and Trains, pp.179-191, 2009.
DOI : 10.1007/978-3-540-85070-0_14

B. R. Noack, 2017 Plenary talk: Closed-loop turbulence control?from human to machine learning (and retour), 4th Symposium on Fluid Structure-Sound Interactions and Control (FSSIC)

¨. Osth, J. Noack, B. R. Krajnovi´ckrajnovi´c, S. Barros, D. Borée et al., 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, vol.32, pp.518-544
DOI : 10.1115/1.2953228

A. R. Oxlade, J. F. Morrison, A. Qubain, and G. Rigas, High-frequency forcing of a turbulent axisymmetric wake, Journal of Fluid Mechanics, vol.95, pp.305-318
DOI : 10.1007/s00348-012-1375-4

F. Paillé, 2017 Calibration de la balance six composantes kistler. ENSMA internal laboratory meeting

V. Parezanovi´cparezanovi´c, L. Cordier, A. Spohn, T. Duriez, B. R. Noack et al., Frequency selection by feedback control in a turbulent shear flow, Journal of Fluid Mechanics, vol.3, pp.247-283
DOI : 10.1017/S0022112099007855

V. Parezanovi´cparezanovi´c, J. C. Laurentie, C. Fourment, J. Delville, J. P. Bonnet et al., 2015 Mixing layer manipulation experiment: From open-loop forcing to closed-loop machine learning control. Flow Turb, Comb, vol.94, issue.1, pp.155-173

R. Park, H. Cho, J. Lee, J. Lee, D. Kim et al., 2013 Aerodynamic drag reduction of Ahmed model using synthetic jet array

M. Pastoor, L. Henning, B. R. Noack, R. King, and G. Tadmor, Feedback shear layer control for bluff body drag reduction, Journal of Fluid Mechanics, vol.25, pp.161-196, 2008.
DOI : 10.1063/1.2033624

R. Perrin, E. Cid, S. Cazin, A. Sevrain, M. Braza et al., Phase-averaged measurements of the turbulence properties in the near wake of a circular cylinder at high Reynolds number by 2C-PIV and 3C-PIV, Experiments in Fluids, vol.17, issue.6, pp.93-109, 2007.
DOI : 10.1007/s00348-006-0223-9

A. Perry, G. Pavia, and M. Passmore, Influence of short rear end tapers on the wake of a simplified square-back vehicle: wake topology and rear drag, Experiments in Fluids, vol.56, issue.5, p.169
DOI : 10.1007/s00348-015-1972-0

J. Pfeiffer and R. King, 2012 Multivariable closed-loop flow control of drag and yaw moment for a 3D bluff body, 6th AIAA Flow Control Conference, pp.1-14

B. Protas, Linear feedback stabilization of laminar vortex shedding based on a point vortex model, Physics of Fluids, vol.1, issue.12, pp.4473-4488, 2004.
DOI : 10.1063/1.1432695

M. Quade, M. Abel, K. Shafi, R. K. Niven, and B. R. Noack, Prediction of dynamical systems by symbolic regression, Physical Review E, vol.80, issue.1, p.12214
DOI : 10.1007/s10710-015-9242-8

A. Qubain, Active control of a turbulent bluff body wake, 2009.

C. Raibaudo, P. Zhong, R. J. Martinuzzi, and B. R. Noack, 2017 Closed-loop control of a triangular bluff body using rotating cylinders, The 20th World Congress of the International Federation of Automatic Control (IFAC), pp.1-6

I. Rechenberg, Cybernetic solution path of an experimental problem, Libr. Transl. 1122. Hants, U.K.: Farnborough, 1965.

G. Rigas, A. R. Oxlade, A. S. Morgans, and J. Morrison, Low-dimensional dynamics of a turbulent axisymmetric wake, Journal of Fluid Mechanics, vol.755, p.5
DOI : 10.1063/1.1773071

G. Rigas, S. Morgans, A. Brackston, R. D. Morrison, and J. , 2015 Diffusive dynamics and stochastic models of turbulent axisymmetric wakes, J. Fluid Mech, vol.778

A. Roshko, On the Wake and Drag of Bluff Bodies, Journal of the Aeronautical Sciences, vol.23, issue.2, pp.124-132
DOI : 10.1098/rspa.1923.0014

A. Roshko, Free shear layers, base pressure and bluff-body drag, 1993.
DOI : 10.21236/ADA286316

URL : http://www.dtic.mil/cgi-bin/GetTRDoc?AD=ADA286316&Location=U2&doc=GetTRDoc.pdf

A. Roshko, Perspectives on bluff body aerodynamics, Journal of Wind Engineering and Industrial Aerodynamics, vol.49, issue.1-3, pp.79-100, 1993.
DOI : 10.1016/0167-6105(93)90007-B

G. Rossitto, 2016 Influence of afterbody rounding on the aerodynamics of a fastback vehicle

M. Rouméas, P. Gilliéron, and A. Kourta, Drag reduction by flow separation control on a car after body, International Journal for Numerical Methods in Fluids, vol.334, issue.4, pp.1222-1240, 2009.
DOI : 10.1016/j.compfluid.2008.01.009

K. Roussopoulos, Feedback control of vortex shedding at low Reynolds numbers, Journal of Fluid Mechanics, vol.10, issue.-1, pp.267-296
DOI : 10.1143/JPSJ.53.1581

C. W. Rowley, D. R. Williams, T. Colonius, R. M. Murray, and D. G. Macmynowski, Linear models for control of cavity flow oscillations, Journal of Fluid Mechanics, vol.547, issue.-1, pp.317-330, 2006.
DOI : 10.1017/S0022112005007299

T. Ruiz, C. Sicot, L. E. Brizzi, J. Borée, and Y. Gervais, Pressure/velocity coupling induced by a near wall wake, Experiments in Fluids, vol.39, issue.9, pp.147-165, 2010.
DOI : 10.1007/s00348-010-0820-5

URL : https://hal.archives-ouvertes.fr/hal-00524726

M. Samimy, M. Debiasi, E. Caraballo, A. Serrani, X. Yuan et al., Feedback control of subsonic cavity flows using reduced-order models, Journal of Fluid Mechanics, vol.579, pp.315-346, 2007.
DOI : 10.1017/S0022112007005204

H. J. Schmidt, R. Woszidlo, C. N. Nayeri, and C. Paschereit, 2015 Drag reduction on a rectangular bluff body with base flaps and fluidic oscillators, Exp. Fluids, vol.56, issue.7, pp.1-16

I. J. Schoenberg, Remarks to Maurice Fréchet's article " Sur la définition axiomatique d'une classe d'espaces distanciés vectoriellement applicable sur l'espace de Hilbert, Annals of Mathematics, vol.38, pp.724-732, 1935.
DOI : 10.2307/1968654

A. Seifert, I. Dayan, C. Horrell, J. Grossmann, and A. Smith, 2016 Heavy trucks fuel savings using the SaOB actuator, The Aerodynamics of Heavy Vehicles III, pp.377-390

A. Seifert, T. Shtendel, and D. Dolgopyat, From lab to full scale Active Flow Control drag reduction: How to bridge the gap?, Journal of Wind Engineering and Industrial Aerodynamics, vol.147, pp.262-272
DOI : 10.1016/j.jweia.2015.09.012

D. B. Sims-williams, Cross Winds and Transients: Reality, Simulation and Effects, SAE International Journal of Passenger Cars - Mechanical Systems, vol.4, issue.1, pp.172-183, 2011.
DOI : 10.4271/2011-01-0172

D. Sipp, Open-loop control of cavity oscillations with harmonic forcings, Journal of Fluid Mechanics, vol.39, pp.439-468, 2012.
DOI : 10.2514/2.1323

J. Sousanis, World vehicle population tops 1 billion units. http://wardsauto.com/ news-analysis/world-vehicle-population-tops-1-billion-units/, [Online; accessed 15, 2011.

D. Sperling and D. Gordon, Two billion cars: transforming a culture, 2008.

V. Sychev, Asymptotic theory of separation flows, Fluid Dynamics, vol.42, issue.2, pp.179-188, 1982.
DOI : 10.1007/BF01314493

M. Van-dyke, An album of fluid motion, 1982.

R. Volpe, P. Devinant, and A. Kourta, 2015 Experimental characterization of the unsteady natural wake of the full-scale square back Ahmed body: flow bi-stability and spectral analysis, Exp. Fluids, vol.56, issue.5, pp.1-22

B. Vukasinovic, Z. Rusak, and A. Glezer, Dissipative small-scale actuation of a turbulent shear layer, Journal of Fluid Mechanics, vol.39, pp.51-81, 2010.
DOI : 10.1017/S0022112003006049

E. Wassen, S. Eichinger, and F. Thiele, Simulation of Active Drag Reduction for a Square-Back Vehicle, Active Flow Control II, pp.241-255, 2010.
DOI : 10.1007/978-3-642-11735-0_16

A. E. Winkelmann and H. A. Gonzalez, Design of a three-component wall-mounted balance, 16th Aerodynamic Ground Testing Conference, 1990.
DOI : 10.1007/BF02327141

Z. Wu, D. Fan, Y. Zhou, R. Li, and B. R. Noack, Jet mixing enhancement using machine learning control, 2017.

W. Yi, Drag reduction of a three-dimensional car model using passive control device, 2007.

G. Young and A. S. Householder, Discussion of a set of points in terms of their mutual distances, Psychometrika, vol.45, issue.1, pp.19-22, 1938.
DOI : 10.1007/BF02287916

B. Zhang, Y. Zhou, and S. To, Unsteady flow structures around a high-drag Ahmed body, Journal of Fluid Mechanics, vol.127, pp.291-326
DOI : 10.1504/IJAD.2011.038847

URL : http://hdl.handle.net/10397/68881

M. Zhang, L. Cheng, and Y. Zhou, Closed-loop-controlled vortex shedding and vibration of a flexibly supported square cylinder under different schemes, Physics of Fluids, vol.16, issue.5, pp.1439-1448, 2004.
DOI : 10.1016/S0889-9746(02)00137-8