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authIdHal_s : laurent-cordier

Rainfall-Runoff Analysis by Bayesian Inverse Methods

Robert K. Niven , Laurent Cordier , Markus W. Abel , Markus Quade , Ali Mohammad-Djafari
23rd International Congress on Modelling and Simulation (MODSIM2019), Dec 2019, Canberra, Australia
Conference papers hal-02411739v1

Nonlinear optimal control using deep reinforcement learning

Michele Alessandro Bucci , Onofrio Semeraro , Lionel Mathelin , Laurent Cordier , Alexandre Allauzen , et al.
IUTAM Symposium on Laminar-Turbulent Transition, Sep 2019, London, United Kingdom
Conference papers hal-02411768v1

Control-oriented model learning with a recurrent neural network

Michele Alessandro Bucci , Onofrio Semeraro , Alexandre Allauzen , Laurent Cordier , Guillaume Wisniewski , et al.
71st Annual APS/DFD Meeting, Nov 2018, Atlanta, United States
Conference papers hal-02411907v1

Frequency selection by feedback control of a turbulent shear-flow

V. Parezanovic , Laurent Cordier , Thomas Duriez , Andreas Spohn , Bernd R. Noack , et al.
Journal of Fluid Mechanics, 2016, 797, pp.247-283
Journal articles hal-01856283v1

Bayesian cyclic networks, mutual information and reduced-order Bayesian inference

Robert K. Niven , Bernd R. Noack , Louis N. Cattafesta , Laurent Cordier , Markus W. Abel
Bayesian Inference and Maximum Entropy Methods in Science and Engineering, AIP Conference Proceedings, Jul 2016, Postdam, United States
Conference papers hal-01856294v1

Control by Deep Reinforcement Learning of a separated flow

Thibaut Guégan , Onofrio Semeraro , Michele A. Bucci , Laurent Cordier , Lionel Mathelin
73rd Annual Meeting of the APS Division of Fluid Dynamics, Nov 2020, Chicago, United States
Conference papers hal-03088845v1

Interpolatory-based data-driven pulsed fluidic actuator control design and experimental validation

Charles Poussot-Vassal , Pauline Kergus , Franck Kerhervé , Denis Sipp , Laurent Cordier
IEEE Transactions on Control Systems Technology, 2021, ⟨10.1109/TCST.2021.3070056⟩
Journal articles hal-03084334v1

Control of chaotic systems by Deep Reinforcement Learning

Michele Alessandro Bucci , Onofrio Semeraro , Alexandre Allauzen , Guillaume Wisniewski , Laurent Cordier , et al.
2019
Preprints, Working Papers, ... hal-02411475v1

Drag reduction of a yawed car model by combining fluidic flaps and turbulence control

Ruiying Li , Jacques Borée , Bernd R. Noack , Laurent Cordier , Fabien Harambat
3rd International Conference in Numerical and Experimental Aerodynamics of Road Vehicles and Trains (Aerovehicles 3), Jun 2018, Milano, Italy
Conference papers hal-02411751v1

A Bayesian Reinterpretation of Dynamical System Identification by Sparse Regression Methods

Robert K. Niven , Laurent Cordier , Markus W. Abel , Markus Quade , Ali Mohammad-Djafari
72nd Annual APS/DFD Meeting, Nov 2019, Seattle, United States
Conference papers hal-02411827v1

Control of a chaotic dynamical system with a Deep Reinforcement Learning approach

Michele Alessandro Bucci , Onofrio Semeraro , Alexandre Allauzen , Laurent Cordier , Guillaume Wisniewski , et al.
90th GAMM Annual Meeting, Feb 2019, Vienna, Austria
Conference papers hal-02411514v1

Machine learning control of the turbulent wake past 3D bluff body

Ruying Li , Bernd R. Noack , Laurent Cordier , Jacques Borã©e , Fabien Harambat
3AF International Conference on Applied Aerodynamics, AAAF, Mar 2017, Lyon, France
Conference papers hal-01856273v1

Machine learning control for drag reduction of a car model in experiment

Ruying Li , Bernd R. Noack , Laurent Cordier , Jacques Borã©e , Fabien Harambat
World Congress of the International Federation of Automatic Control, University of Toulouse, Jul 2017, Toulouse, France
Conference papers hal-01856274v1

A continuous reinforcement learning strategy for closed-loop control in fluid dynamics

C. Pivot , Laurent Cordier , Lionel Mathelin , F. Guã©niat , Bernd R. Noack
Applied Aerodynamics Conference, Jun 2018, Denver, United States
Conference papers hal-01856254v1

Drag reduction of a car model by linear genetic programming control

Ruying Li , Bernd R. Noack , Laurent Cordier , Jacques Borã©e , Fabien Harambat
Experiments in Fluids, 2017, 58 (8), pp.103:1-20. ⟨10.1007/s00348-017-2382-2⟩
Journal articles hal-01856270v1
Image document

Drag reduction mechanisms of a car model at moderate yaw by bi-frequency forcing

Ruiying Li , Jacques Borée , Bernd R. Noack , Laurent Cordier , Fabien Harambat
Physical Review Fluids, 2019, 4 (3), ⟨10.1103/PhysRevFluids.4.034604⟩
Journal articles hal-03088610v1

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
Journal articles hal-01856285v1
Image document

Control of chaotic systems by deep reinforcement learning

Michele Alessandro Bucci , Onofrio Semeraro , Alexandre Allauzen , Guillaume Wisniewski , Laurent Cordier , et al.
Proceedings of the Royal Society of London. Series A, Mathematical and physical sciences, In press, 475 (2231), pp.1-20. ⟨10.1098/rspa.2019.0351⟩
Journal articles hal-02406677v1

Apprentissage d’un modèle dynamique chaotique par un LSTM

Michele Alessandro Bucci , Alexandre Allauzen , Laurent Cordier , Lionel Mathelin , Onofrio Semeraro , et al.
Conférence sur l’Apprentissage automatique (CAp), Jul 2019, Toulouse, France
Conference papers hal-02412444v1

Closed-loop control of complex systems using deep Reinforcement Learning

Thibaut Guégan , Michele Alessandro Bucci , Onofrio Semeraro , Laurent Cordier , Lionel Mathelin
Euromech colloquium on Machine learning methods for turbulent separated flows, Jun 2021, Paris, France
Conference papers hal-03451355v1

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⟩
Journal articles hal-01358992v1
Image document

Bayesian Identification of Dynamical Systems

Robert K. Niven , Ali Mohammad-Djafari , Laurent Cordier , Markus W. Abel , Markus Quade
39th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2019), Jun 2019, Garching/Munich, Germany. ⟨10.3390/proceedings2019033033⟩
Conference papers hal-02411745v1
Image document

Rethinking the Reynolds Transport Theorem, Liouville Equation, and Perron-Frobenius and Koopman Operators

Robert K. Niven , Laurent Cordier , Eurika Kaiser , Michael Schlegel , Bernd R. Noack
2020
Preprints, Working Papers, ... hal-02411477v1