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Structure: Internal structure identifier : 560913

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
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

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 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

A wavelet‐based variational multiscale method for the LES of incompressible flows in a high‐order DG‐FEM framework

Brijesh Pinto , Marta Llave Plata , Eric Lamballais
International Journal for Numerical Methods in Fluids, 2019, ⟨10.1002/fld.4784⟩
Journal articles hal-02380940v1

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
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