Boumediene Hamzi

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Houman OwhadiProfessor of Applied and Computational Mathematics and Control and Dynamical Systems, CaliforniaVerified email at caltech.edu
Jean-Pierre BarbotProfessor at ENSEA, Cergy-Pontoise, Quartz Laboratory (Actually in secondement at LS2N-CNRS)Verified email at ensea.fr
Arthur KrenerResearch Professor, Applied Mathematics, Naval Postgraduate SchoolVerified email at ucdavis.edu
Jake BouvrieResearch Affiliate, McGovern Institute for Brain Research, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Dorothée Normand-CyrotCNRS-Laboratoire des Signaux et Systèmes Gif-sur-Yvette FranceVerified email at centralesupelec.fr
Salvatore Monacoprofessor of automatic control systemsVerified email at uniroma1.it
Stefan KlusHeriot-Watt UniversityVerified email at hw.ac.uk
Eyad H. AbedProfessor of Electrical and Computer Engineering, University of Maryland, College ParkVerified email at umd.edu
Fritz ColoniusProfessor, Institute of Mathematics, University of AugsburgVerified email at math.uni-augsburg.de
Matthieu DarcyCalifornia Institute of TechnologyVerified email at caltech.edu
Gabriele SantinResearcher, Fondazione Bruno KesslerVerified email at fbk.eu
Bernard HaasdonkProfessor for Numerical MathematicsVerified email at mathematik.uni-stuttgart.de
Romit MaulikArgonne National Laboratory; Incoming Assistant Professor Pennsylvania State UniversityVerified email at anl.gov
Laurent PRALYCentre Automatique et Systèmes, MINES ParisTech, PSL Research University, FranceVerified email at mines-paristech.fr
Andreas BittracherPostDoc, Freie Universität BerlinVerified email at mi.fu-berlin.de
Martin RasmussenImperial College LondonVerified email at imperial.ac.uk
Peter GieslProfessor in Mathematics, University of Sussex, UKVerified email at sussex.ac.uk
Kevin WebsterSenior Teaching Fellow, Imperial College LondonVerified email at imperial.ac.uk
Feliks NüskeMax Planck Institute for Dynamics of Complex Technical Systems, MagdeburgVerified email at mpi-magdeburg.mpg.de
Péter KoltaiResearcher in Mathematics, Universität BayreuthVerified email at ma.tum.de

Boumediene Hamzi

Marie Curie Fellow, Department of Mathematics, Imperial College London & The Alan Turing Institute

Verified email at imperial.ac.uk - Homepage

Kernel Methods Machine Learning Statistical Learning Theory Dynamical Systems Control Theory


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Analysis and control of Hopf bifurcations B Hamzi, W Kang, JP Barbot SIAM journal on control and optimization 42 (6), 2200-2220, 2004	60	2004
Learning dynamical systems from data: A simple cross-validation perspective, part I: Parametric kernel flows B Hamzi, H Owhadi Physica D: Nonlinear Phenomena 421 (132817), 2021	54	2021
Ignored input dynamics and a new characterization of control Lyapunov functions B Hamzi, L Praly Automatica 37 (6), 831-841, 2001	50	2001
Kernel Methods for the Approximation of Nonlinear Systems J Bouvrie, B Hamzi SIAM J. Control and Optimization, 2017	43	2017
Nonlinear discrete-time control of systems with a Naimark–Sacker bifurcation B Hamzi, JP Barbot, S Monaco, D Normand-Cyrot Systems & control letters 44 (4), 245-258, 2001	39	2001
The controlled center dynamics B Hamzi, W Kang, AJ Krener SIAM J. Multiscale Modeling & Simulation 3 (4), 838-852, 2005	35	2005
Approximation of Lyapunov functions from noisy data P Giesl, B Hamzi, M Rasmussen, K Webster Journal of Computational Dynamics, 2020	34*	2020
Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator S Klus, F Nüske, B Hamzi Entropy 22 (722), 2020	32	2020
Simple, low-cost and accurate data-driven geophysical forecasting with learned kernels B Hamzi, R Maulik, H Owhadi Proceedings of the Royal Society A 477 (2252), 20210326, 2021	24*	2021
Kernel methods for the approximation of some key quantities of nonlinear systems J Bouvrie, B Hamzi Journal of Computational Dynamics 4 (1), 2017	23	2017
Dimensionality Reduction of Complex Metastable Systems via Kernel Embeddings of Transition Manifolds A Bittracher, S Klus, B Hamzi, P Koltai, C Schütte Journal of Nonlinear Science 31 (1), 1-41, 2021	21*	2021
On the control of Hopf bifurcations B Hamzi, W Kang, JP Barbot Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No …, 2000	18	2000
Balanced reduction of nonlinear control systems in reproducing kernel Hilbert space J Bouvrie, B Hamzi 2010 48th Annual Allerton Conference on Communication, Control, and …, 2010	17	2010
Local modal participation analysis of nonlinear systems using Poincaré linearization B Hamzi, E Abed Nonlinear Dynamics 99 (1), 803–811, 2020	16	2020
A characterization of normal forms for control systems B Hamzi, JSW Lamb, D Lewis Journal of Dynamical and Control Systems 21, 273-284, 2015	15	2015
Analyse et commande des systèmes non linéaires non commandables en première approximation dans le cadre de la théorie des bifurcations B Hamzi University of Paris Sud, Orsay, France, 2001	15	2001
Greedy kernel methods for center manifold approximation B Haasdonk, B Hamzi, G Santin, D Wittwar Spectral and High Order Methods for Partial Differential Equations ICOSAHOM …, 2020	13	2020
Control of center manifolds B Hamzi, W Kang, AJ Krener 42nd IEEE International Conference on Decision and Control (IEEE Cat. No …, 2003	13	2003
Normal forms for nonlinear discrete time control systems B Hamzi, IA Tall	13	2003
Normal Forms for Discrete-Time Parameterized Systems with Uncontrollable Linearization B Hamzi, JP Barbot, W Kang 38th IEEE Conference on Decision and Control, 2035–2039, 1999	13	1999

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